WO2024042694A1 - Operation planning device, operation planning method, and cogeneration system - Google Patents
Operation planning device, operation planning method, and cogeneration system Download PDFInfo
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- WO2024042694A1 WO2024042694A1 PCT/JP2022/032143 JP2022032143W WO2024042694A1 WO 2024042694 A1 WO2024042694 A1 WO 2024042694A1 JP 2022032143 W JP2022032143 W JP 2022032143W WO 2024042694 A1 WO2024042694 A1 WO 2024042694A1
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- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
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Definitions
- the present disclosure relates to an operation planning device, an operation planning method, and a combined heat and power generation system that manage energy in a facility or region during a disaster.
- Facilities such as buildings and factories have load equipment such as air conditioners or lighting equipment, power and heat sources such as cogeneration systems, electricity storage equipment such as storage batteries, heat storage equipment such as hot water tanks, and solar energy storage equipment. Variable power sources such as photovoltaic power generation are being introduced.
- Facility monitoring and control devices are sometimes introduced for the purpose of checking the operating status of these facilities, detecting abnormalities, and executing control to achieve energy conservation.
- Facility managers utilize supervisory control devices to analyze the operating status of the equipment, perform manual control, perform control suggested by the supervisory control device, and perform automatic control of the supervisory control device to improve equipment operation. To achieve objectives related to.
- local energy plants that supply energy to multiple facilities installed in a region are equipped with heat source equipment such as refrigerators or boilers, and power and heat sources such as cogeneration systems.
- energy plants have introduced power storage equipment such as storage batteries, heat storage equipment such as heat storage tanks, and variable power sources such as solar power generation.
- Facility monitoring and control devices have been introduced for the purpose of checking the operating status of these facilities, detecting abnormalities, and executing controls to achieve energy conservation.
- Facilities such as power sources, heat sources, or power and heat sources installed in buildings, factories, energy plants, and other facilities receive electricity or fuel from the outside, perform energy conversion as appropriate, and generate electricity, heat sources, etc. Supply to load equipment in the form of cold heat, heat, hot water, steam, etc.
- a method has been proposed that uses such monitoring and control equipment to plan and control the operation of equipment and extend the duration of electricity supply when the supply of electricity from outside is stopped during a disaster (for example, a patent (See Reference 1).
- Patent Document 1 proposes a monitoring and control device that optimizes the operating amount of load equipment based on load prediction and extends the continuous operation time of a generator during a commercial power outage.
- Patent Document 1 Conventional monitoring and control devices such as those described in Patent Document 1 are intended for controlling load equipment that focuses only on electricity, so they cannot control loads that take into account the use of heat such as cooling, heating, hot water, and steam. could not be implemented.
- thermoelectric ratio is the ratio of electricity and heat usage
- the present disclosure has been made in order to solve such problems, and it is possible to formulate an operation plan to control the load to improve the thermoelectric ratio depending on the situation, and to extend the continuation of energy supply in the event of a disaster.
- the present invention aims to provide an operation planning device, an operation planning method, and a combined heat and power generation system.
- An operation planning device is an operation planning device that generates an operation plan for power supply equipment and heat source equipment for operating electric load equipment and heat load equipment installed in a facility or region, At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside. and a data acquisition unit that acquires the remaining amount of energy that can be used by the facility or the region until the energy duration target time representing the time for which the power supply equipment and the heat source equipment are desired to continue running has elapsed.
- a load prediction unit that temporarily determines and predicts the load of the electrical load equipment and the load of the thermal load equipment until the target energy duration time elapses based on the operation method; the power supply equipment that can be achieved with the remaining amount of usable energy acquired by the remaining energy amount acquisition unit based on the load of the electrical load equipment and the load of the thermal load equipment predicted by the load prediction unit; and an equipment operation planning section that generates an operation plan for the heat source equipment.
- a combined heat and power system is a combined heat and power system that generates an operation plan for power supply equipment and heat source equipment that operate electrical load equipment and heat load equipment installed in a facility or region, and that is related to the facility or region. At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside.
- a data acquisition unit that acquires the amount of energy remaining that can be used by the facility or the region until the energy duration target time representing the time for which the power supply equipment and the heat source equipment are desired to continue running has elapsed.
- a load prediction unit that temporarily determines and predicts the load of the electrical load equipment and the load of the thermal load equipment until the target energy duration time elapses based on the operating method
- an equipment operation planning unit that generates an operation plan for the power supply equipment and the heat source equipment based on the load of the electrical load equipment and the load of the heat load equipment predicted by the load prediction unit; and the equipment operation planning unit.
- an energy consumption calculation unit that calculates the amount of energy consumed by the power supply equipment and the heat source equipment until the energy duration target time elapses based on the operation plan generated by the energy consumption amount;
- the ratio of electricity and heat consumed by the electrical load equipment and the heat load equipment is changed so that the amount of energy consumption calculated by the calculation unit is reduced, and the ratio of electricity and heat consumed by the electrical load equipment is changed based on the ratio.
- a load control study department that updates at least one of an operation method, an operation method of the heat load equipment, and an operation method of the facility or the region, and the load control study department updates; an output unit that outputs at least one operation method among the operation method of the electric load equipment, the operation method of the heat load equipment, and the operation method of the facility or the area, the data acquisition unit, the a first group comprising at least one of the remaining energy acquisition section, the load prediction section, the equipment operation planning section, the energy consumption calculation section, the load control consideration section, and the output section; and a second group having at least one other than the above, the first group being located outside the facility or the area.
- An operation planning method is an operation planning method for generating an operation plan for power supply equipment and heat source equipment for operating electrical load equipment and heat load equipment installed in a facility or region, At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside. and obtain the remaining amount of energy that can be used by the facility or the region until the energy duration target time representing the time for which the power source equipment and the heat source equipment are desired to continue operating is elapsed.
- the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area are provisionally determined, and based on these operating methods, the Predicting the load on the electrical load equipment and the load on the thermal load equipment until the target energy duration time elapses, and based on the predicted load on the electrical load equipment and the load on the thermal load equipment.
- an operation plan for power supply equipment and heat source equipment is generated and loads are controlled so as to achieve the target energy duration time. This has the effect that the entire system that uses energy such as heat can continue to supply energy for a desired period of time.
- FIG. 1 is a configuration diagram showing the configuration of a monitoring and control device 11 provided in a combined heat and power system 100 according to Embodiment 1.
- FIG. 2 is a diagram showing a connection relationship between electric load equipment 1, heat load equipment 2, power supply equipment 3, and heat source equipment 4 in the combined heat and power supply system 100 according to Embodiment 1.
- FIG. 2 is a diagram showing a connection relationship among power source/heat source equipment 30, electric load equipment 1, heat load equipment 2, and heat source equipment 4 in the combined heat and power supply system 100 according to the first embodiment.
- FIG. 2 is a diagram illustrating an example in which the energy consumption is reduced and the target energy duration time is extended by changing the thermoelectric ratio in the combined heat and power system 100 according to the first embodiment.
- the demand for electricity D1 is increased, the demand for heat for hot water is reduced, and the thermoelectric ratio is changed to reduce the amount of energy used and extend the target energy duration time.
- FIG. 1 is a configuration diagram showing the configuration of an operation planning device 13 according to Embodiment 1.
- FIG. 2 is a flowchart showing a flow when the operation planning device 13 according to the first embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A.
- 2 is a configuration diagram showing the configuration of monitoring and control devices 11B and 11C provided in a combined heat and power system 100 according to a second embodiment.
- FIG. 2 is a configuration diagram showing the configuration of an operation planning device 13 according to a second embodiment.
- 1 is a flowchart showing a flow when the operation planning device 13 according to the third embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the region 50. be.
- FIG. 12 is a diagram showing influence indicators of optimization results for a plurality of energy supply target times in the operation planning device 13 according to Embodiment 4 plotted on a graph.
- 14 is a diagram showing a comparison between operation method A and operation method B among the plurality of operation methods in the graph of FIG. 13.
- FIG. 12 is a diagram showing the connection relationship among electric load equipment 1, heat load equipment 2, power supply equipment 3, heat source equipment 4, power storage equipment 14, and heat storage equipment 15 in a combined heat and power generation system 100 according to Embodiment 5.
- FIG. 12 is a diagram showing influence indicators of optimization results for a plurality of energy supply target times in the operation planning device 13 according to Embodiment 4 plotted on a graph.
- 14 is a diagram showing a comparison between operation method A and operation method B among the plurality of operation methods in the graph of FIG. 13.
- FIG. 12 is a diagram showing the connection relationship among electric load equipment 1, heat load equipment 2, power supply equipment 3, heat source equipment 4, power storage equipment 14, and heat storage equipment 15 in a combined heat
- FIG. 12 is a diagram illustrating an example in which the energy consumption is reduced and the target energy duration time is extended by changing the thermoelectric ratio in the combined heat and power system 100 according to the fifth embodiment.
- FIG. It is a block diagram which shows the structure of the operation planning device 13 based on Embodiment 6.
- FIG. 2 is a plan view showing an example of the configuration of a facility 5A in which an operation planning device 13 according to the first embodiment is provided.
- FIG. 1 is a configuration diagram showing the configuration of a monitoring and control device 11 provided in a combined heat and power generation system 100 according to the first embodiment.
- the combined heat and power system 100 is installed, for example, at the facility 5A.
- a monitoring control device 11 is installed within the facility 5A.
- the facility 5A is a building, a factory, or the like.
- electric load equipment 1, heat load equipment 2, power supply equipment 3, and heat source equipment 4 are installed in facility 5A.
- an entrance/exit control system 18 is installed at the entrance/exit of the facility 5A.
- the facility manager or facility user of the facility 5A carries a smartphone 17.
- the smartphone 17 transmits input data 9 to the monitoring control device 11 when data is input by a facility manager or a facility user.
- the monitoring and control device 11, the electric load equipment 1, the heat load equipment 2, the power supply equipment 3, the heat source equipment 4, and the room entry/exit management system 18 are connected via a communication path so that they can communicate with the smartphone 17.
- the communication path consists of only wireless communication or a combination of wired and wireless communication.
- the supervisory control device 11 is connected to the Internet 20 via a communication device 16.
- a plurality of sensors 10 are installed within the facility 5A.
- the sensor 10 measures various data and transmits the measured data 7 to the monitoring control device 11 .
- the sensor 10 may be built into equipment within the facility 5A, added to the equipment later, or installed independently.
- the equipment includes, for example, the electric load equipment 1, the heat load equipment 2, the power supply equipment 3, the heat source equipment 4, and the room entry/exit management system 18.
- the equipment is a switchboard or power receiving equipment that supplies power to each equipment such as the electric load equipment 1, the heat load equipment 2, the power supply equipment 3, the heat source equipment 4, and the access control system 18, or the facility manager or
- smartphones 17 owned by facility users.
- examples of the sensors 10 that are installed independently include, for example, a thermometer that measures indoor or outdoor temperature, or a hygrometer that measures indoor or outdoor humidity.
- the monitoring control device 11 includes a storage unit 12 and an operation planning device 13.
- the storage unit 12 stores registered data 6 including architectural design data for the facility 5A and equipment design data for each of the electrical load equipment 1, heat load equipment 2, power supply equipment 3, and heat source equipment 4. I remember it in advance.
- the registration data 6 includes, for example, the total floor area of the facility 5A, the purpose of use of the facility 5A, and the equipment specifications of each of the equipment 1 to 4 of the electrical load equipment 1, the heat load equipment 2, the power supply equipment 3, and the heat source equipment 4. Contains data such as.
- the operation planning device 13 utilizes the registered data 6 stored in the storage unit 12 and the measurement data 7 that can be collected from the sensor 10 to create an operation plan for the power supply equipment 3 and the heat source equipment 4, and to provide information to the facility manager. Proposals will be made on how to operate Facility 5A, etc.
- the supervisory control device 11 holds the registration data 6 held by the supervisory control device 11 in the storage unit 12 in advance. Therefore, the supervisory control device 11 refers to the design information of the facility 5A and each of the facilities 1 to 4, such as the total floor area and intended use of the facility 5A, and the equipment configuration of each of the facilities 1 to 4, based on the registered data 6. can.
- the monitoring and control device 11 can acquire measurement data 7 from each sensor 10. Furthermore, the supervisory control device 11 can acquire external data 8 obtained through communication with the outside via the Internet 20. External data 8 is data obtained from content 21 on the Internet 20. As shown in Figure 1, examples of the content 21 include weather information, weather forecasts, infrastructure recovery information, other monitoring and control equipment 11X installed in remote locations, disaster information, disaster response status, social network service information, etc. can be mentioned. In this way, the external data 8 includes, for example, information regarding weather and information regarding disasters.
- the supervisory control device 11 can obtain input data 9 that a facility manager or a facility user inputs to the supervisory control device 11 via an interface (not shown) included in the supervisory control device 11.
- interfaces included in the supervisory control device 11 include a keyboard, a mouse, and a display connected to a computer that executes each function of the supervisory control device 11.
- other examples of interfaces provided by the supervisory control device 11 include a computer, a smartphone 17, and the like that can access the functions of the web server provided by the supervisory control device 11.
- These data 6 to 9 are used by the supervisory control device 11 to determine how to operate the facility 5A in the event of a disaster.
- all of these data 6 to 9 are not necessarily necessary, as it is enough to have enough data to determine the operation method. That is, the supervisory control device 11 uses at least one of these data 6 to 9 as necessary.
- a case will be described in which data on the number of evacuees at the time of a disaster is required in order to determine the operating method of the facility, such as how to accommodate evacuees in each space of the facility 5A at the time of a disaster. In this case, for example, there are the following three cases.
- a predetermined expected number of people is stored in the registration data 6 held by the monitoring and control device 11, and the number of people in the registration data 6 is used as the number of evacuees.
- the sensor 10 attached to the entry/exit management system 18 measures the number of people staying in the facility 5A, and the measurement data 7 obtained by the measurement is used as the number of evacuees.
- the facility manager of the facility 5A inputs the number of people confirmed at the site using the smartphone 17. Then, the input data 9 may be transmitted to the monitoring control device 11 and used as the number of evacuees. In this way, the monitoring and control device 11 may use, for example, any one of the registration data 6, the measurement data 7, and the input data 9 in order to determine the operation method of the facility.
- FIG. 2 is a diagram showing the connection relationship among the electric load equipment 1, the heat load equipment 2, the power supply equipment 3, and the heat source equipment 4 in the combined heat and power supply system 100 according to the first embodiment.
- the power supply equipment 3 is connected to the electric load equipment 1 and the heat source equipment 4. Further, the heat source equipment 4 is connected to the heat load equipment 2.
- the power supply equipment 3 consumes fuel to generate electricity. Fuel is supplied to the power supply equipment 3 from outside the facility 5A during normal times, but when supply from the outside cannot be received during a disaster, fuel stored in advance in the facility 5A is consumed. Examples of the power supply equipment 3 include a micro gas turbine generator, a diesel generator, and the like. The electricity generated by the power supply equipment 3 is mainly supplied to the electrical load equipment 1 which consumes electricity for operation. The main energy consumption of the electric load equipment 1 is electricity. However, here, the electric load equipment 1 also includes equipment that operates by receiving supplementary heat supply. Examples of equipment classified as electrical load equipment 1 include electric lights 1a, individual distributed air conditioners 1b, and the like.
- the electric light 1a is installed in a space to be illuminated, and generates light that illuminates the space.
- the individual distributed air conditioner 1b is installed in a space to be air-conditioned, and supplies heat (cold heat or hot heat) to the air in the space.
- the individual distributed air conditioner 1b has a heat exchanger, and performs heat exchange between the refrigerant flowing inside the heat exchanger and the air flowing around the heat exchanger.
- the electricity generated by the power source equipment 3 can also be supplied to the heat source equipment 4.
- exhaust heat that is generated as a secondary product when the power supply equipment 3 generates electricity can be supplied to the heat source equipment 4 and used effectively.
- the heat source equipment 4 receives electricity, fuel, or both electricity and fuel and generates heat (cold heat, hot heat, steam). Electricity and fuel are supplied to the heat source equipment 4 from outside the facility 5A during normal times, but if supply from the outside cannot be received in the event of a disaster, fuel stored in advance in the facility 5A may be consumed, or , is supplied and operated from the power supply equipment 3.
- Examples of the heat source equipment 4 include heat source equipment such as a chiller and a boiler.
- Other examples of the heat source equipment 4 include an exhaust heat recovery heat exchanger, an exhaust heat injection type absorption refrigerator, etc., which are operated using the exhaust heat received from the power supply equipment 3.
- the heat generated by the heat source equipment 4 is mainly supplied to the heat load equipment 2 that consumes heat.
- the main energy consumption of the heat load equipment 2 is heat.
- the heat load equipment 2 also includes equipment that is operated by receiving an auxiliary supply of electricity.
- equipment classified as heat load equipment 2 include a central heat source type air conditioner 2a, a water heater 2b, and the like.
- the central heat source air conditioner 2a cools or heats the room by supplying cold or hot heat to the indoor air.
- the central heat source type air conditioner 2a sends cold water or hot water to a heat exchanger, and in the heat exchanger, heat exchange is performed between indoor air and cold water or between indoor air and hot water.
- the water heater 2b supplies hot water to the hot water tank by supplying warm water to water.
- FIG. 3 is a diagram showing the connection relationship among the power source/heat source equipment 30, the electric load equipment 1, the heat load equipment 2, and the heat source equipment 4 in the combined heat and power supply system 100 according to the first embodiment.
- a facility 5A is provided with a power source/heat source facility 30 configured such that the power source facility 3 and heat source facility 4 shown in FIG. 2 function as one.
- the power source/heat source equipment 30 receives fuel supply and generates electricity and heat. Examples of the power source/heat source equipment 30 include a gas cogeneration system, a fuel cell, and the like.
- a heat source facility 4A is installed alongside the power source/heat source facility 30.
- the letter "A" is added to the end of the code, but the configuration and operation of the heat source equipment 4A are It is basically the same as equipment 4.
- the heat source equipment 4 and 4A receive electricity, fuel, or both electricity and fuel to generate heat (cold heat, hot heat, steam). Note that in FIG. 3 as well, as in FIG. 2, the electricity and waste heat generated by the power source/heat source equipment 30 are utilized by the heat source equipment 4A.
- the electricity generated mainly by the power source equipment 3 of the power source/heat source equipment 30 is consumed by the electric load equipment 1, and the heat generated mainly by the heat source equipment 4 of the power source/heat source equipment 30 is consumed by the heat load equipment 2. . Further, the heat generated by the heat source equipment 4A is consumed by the heat load equipment 2. In this way, the operations of the power source equipment 3 and the heat source equipment 4 included in the power source and heat source equipment 30, and the attached heat source equipment 4A are the same as those of the power source equipment 3 and the heat source equipment 4 shown in FIG.
- the power supply equipment 3 and the heat source equipment 4 can be installed either by combining the power supply equipment 3 and the heat source equipment 4 and installing them individually as in the example of FIG.
- the heat source equipment 4 and the heat source equipment 4 may be operated as an integrated unit. However, in either case, the system as a whole is configured to be able to meet the demands of both the electric load equipment 1 and the heat load equipment 2, and the exhaust heat generated in the power supply equipment 3 is used in the heat source equipment 4. shall be.
- Such a system is called a "combined heat and power system 100."
- the combined heat and power generation system 100 generates electricity and heat, but the efficiency of the combined heat and power generation system 100 changes depending on the ratio of the amount of energy between electricity and heat.
- exhaust heat is generated from the power supply equipment 3 at the same time as electricity.
- the power supply equipment 3 generates electricity according to the usage amount of the electric load equipment 1
- the amount of exhaust heat is determined according to the characteristics of the power supply equipment 3.
- the waste heat is converted by the heat source equipment 4 so that it can be used by the heat load equipment 2. Exhaust heat in an amount greater than the amount consumed by the heat load equipment 2 is no longer needed and is therefore not effectively utilized and is discarded.
- “throw away” refers to natural heat radiation or heat radiation via a cooling tower. For this reason, of the energy of the fuel input into the power supply equipment 3, the amount of waste heat that is wasted becomes energy that is not effectively utilized, and thus the energy efficiency of the entire system decreases.
- thermoelectric ratio The ratio of the electricity generated by the combined heat and power system 100 to the heat generated accordingly is called the thermoelectric ratio.
- heat includes both the exhaust heat generated by the power source equipment 3 and the heat generated by the heat source equipment 4.
- the thermoelectric ratio of the combined heat and power generation system 100 is determined based on the characteristics of the combined heat and power generation system 100. The thermoelectric ratio may only take a fixed value depending on the combined heat and power generation system 100, or the thermoelectric ratio may be variable within a certain range. However, because it is impossible to convert all the energy of the fuel input into the power supply equipment 3 into electricity due to the principle of the generator that constitutes the power supply equipment 3, the thermoelectric ratio does not take any value.
- thermoelectric ratio The closer the ratio of electricity and heat used by the electric load equipment 1 and the heat load equipment 2 to the thermoelectric ratio of the combined heat and power generation system 100, the more efficiently the combined heat and power generation system 100 can use energy.
- facilities such as office buildings use a large amount of electrical load equipment 1 and a small amount of heat usage from thermal load equipment 2, so the thermoelectric ratio may not match with the existing combined heat and power system 100.
- the thermoelectric ratio is often close to that of the existing combined heat and power system 100, and efficient energy use can be achieved.
- the combined heat and power system 100 calculates the efficiency, that is, the amount of energy effectively used out of the input energy, based on the amount of heat and electricity used in the electric load equipment 1 and the heat load equipment 2 on the energy use side. The proportion changes.
- the facility 5A is given a guideline for continued independent operation or an "energy sustainment target time" according to the needs of the time or region.
- the "energy continuation target time" is a target period during which the facility 5A continues to operate in an energy-dependent manner without receiving support supplies or aid. Note that the above-mentioned values such as 72 hours and 1 week are merely examples and are not limited thereto.
- the facility 5A is to be operated in an energy-independent manner for the duration of the "target energy duration time"
- the electric load equipment 1 and the heat load equipment 2 are present in the facility 5A.
- the efficiency changes depending on the thermoelectric ratio.
- energy procurement is restricted, by changing the ratio between the amount of electricity used by the electric load equipment 1 and the amount of heat used by the heat load equipment 2 of the facility 5A, and the total amount of electricity and heat used, Allows self-sustaining operation to continue for a preset "energy duration target time".
- FIG. 4 is a diagram illustrating an example of reducing the amount of energy used and extending the target energy duration time by changing the thermoelectric ratio in the combined heat and power system 100 according to the first embodiment.
- FIG. 4(a) shows a graph before the thermoelectric ratio is improved
- FIG. 4(b) shows a graph after the thermoelectric ratio is improved.
- FIGS. 4(a) and 4(b) each show two bar graphs, a bar graph representing the demand amount and a bar graph representing the supply amount. Further, in the following description, the configuration of FIG. 3 in which the power source/heat source equipment 30 is provided is cited as an example.
- the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/heat source equipment 30.
- the demand D2 for cold water is satisfied by converting the waste heat G2 generated from the power source/heat source equipment 30 into cold water via the heat source equipment 4, which is the exhaust heat input type absorption refrigerator.
- the exhaust heat of the power source/heat source equipment 30 there is exhaust heat G3 that is not used for generating cold water, and this exhaust heat G3 is discarded without being used.
- the individual distributed air conditioners that constitute the electrical load equipment 1 in order to reduce the electricity demand D1, an area is created where they are not subject to operation, and the operation of the individual distributed air conditioners is stopped in that area. do.
- the central heat source type air conditioner 2a that constitutes the heat load equipment 2 the operation of the area will be increased. In this way, the operating method of the electrical load equipment 1 and the thermal load equipment 2 is changed. This change can be realized by changing the operating method of the facility 5A, such as simply stopping the individual distributed air conditioners or changing the evacuation area for evacuees to the central heat source air conditioner area.
- the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/heat source equipment 30.
- the demand D2 for cold water is satisfied by converting the waste heat G2 generated from the power source/heat source equipment 30 into cold water via the heat source equipment 4, which is the exhaust heat input type absorption refrigerator.
- the exhaust heat from the power supply and heat source equipment 30 there is exhaust heat G3 that was not used to generate cold water, but the exhaust heat G3 has decreased compared to before the improvement.
- the electricity consumed by the individual distributed air conditioner 1b is reduced, so the electricity demand D1 is reduced.
- the amount of power generated by the power source/heat source equipment 30 can be reduced by this amount. In other words, the amount of fuel consumed by the power source/heat source equipment 30 is reduced.
- the individual distributed air conditioner 1b is simply stopped, the demand for cold water D2 remains unchanged.
- the evacuation site for evacuees is changed and the operation amount of the central heat source air conditioner 2a is increased, the demand for cold water D2 increases. In either case, the demand for electricity D1 decreases and the demand for cold water D2 remains unchanged or increases, so the ratio of heat to electricity consumption increases.
- the amount of cold water generated by the power source and heat source equipment 30 from waste heat increases, so the amount of waste heat G2 used increases.
- the amount of exhaust heat also decreases, but if the sum of the absolute value of the decrease in the amount of exhaust heat and the increase in the amount of waste heat usage is less than the exhaust heat G3 before improvement, the chilled water demand D2 can be fully satisfied.
- the demand for cold water D2 increases by changing the evacuation site for evacuees and increasing the operation amount of the central heat source air conditioner 2a, the demand for cold water D2 will increase after satisfying the required demands D1 and D2.
- the fuel consumed by the heat source equipment 30 can be reduced. Furthermore, by combining the simple method of reducing electricity demand by stopping individual distributed air conditioners with the method of changing evacuation areas, fuel consumption can be further reduced.
- the control of the equipment 1 to 4 is not limited to reducing the electricity demand D1, but may also consider increasing the electricity demand D1.
- FIG. 5 shows that in the combined heat and power system 100 according to the first embodiment, the energy consumption is reduced by increasing the demand for electricity D1, decreasing the demand for heat from hot water, and changing the thermoelectric ratio. It is a figure which shows the example which extends time.
- FIG. 5(a) shows a graph before the thermoelectric ratio is improved
- FIG. 5(b) shows a graph after the thermoelectric ratio is improved.
- FIGS. 5(a) and 5(b) each show two bar graphs, a bar graph representing the demand amount and a bar graph representing the supply amount.
- the demand for electricity D1 is smaller than the demand for hot water D2.
- the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/heat source equipment 30.
- the demand for hot water D2 is achieved by converting the exhaust heat from the power source and heat source equipment 30 into hot water via a heat exchanger, but this alone is insufficient. For this reason, the boiler constituting the heat source equipment 4 generates hot water BO to compensate for the shortage.
- the control of each of the facilities 1 to 4 or the operating method of the facility 5A is changed so that the electricity demand D1 increases, so the power generation amount of the power source/heat source facility 30 increases. are doing. Therefore, the amount of fuel consumed by the power source/heat source equipment 30 increases.
- the amount of exhaust heat generated by the power source/heat source equipment 30 also increases, the amount of hot water generated from the exhaust heat also increases. Since the shortage in the amount of hot water supplied to the demand D2 is reduced, the operation of the boiler that constitutes the heat source equipment 4 is reduced. Therefore, the amount of fuel consumed by the boiler constituting the heat source equipment 4 is reduced.
- the fuel consumption can be reduced by the amount by which the increase in the fuel consumption of the power source/heat source equipment 30 is less than the decrease in the fuel consumption of the boiler constituting the heat source equipment 4.
- FIG. 18 is a plan view showing an example of the configuration of a facility 5A in which the operation planning device 13 according to the first embodiment is installed.
- the facility 5A has a plurality of areas R1 to R5.
- the areas R1 to R5 are, for example, living spaces in the facility 5A, and are partitioned from each other by walls or the like.
- Electric lights 1a constituting electrical load equipment 1 are provided in each area R1 to R5.
- a central heat source type air conditioner 2a that constitutes the heat load equipment 2 is provided in the area R1.
- individual distributed air conditioners 1b constituting the electric load equipment 1 are provided in areas R2 to R5.
- the operation method of the facility 5A is determined so that all evacuees stay in area R1, the demand for hot water or cold water D2 increases, and the demand for electricity D1 can decrease. Furthermore, if the operating method of the facility 5A is determined so that all the evacuees are divided into areas R2 to R5 and stay there, the demand for hot water or cold water D2 can be reduced, but the demand for electricity D1 will increase. Furthermore, if the operation method of the facility 5A is determined so that all evacuees stay in one of areas R2 to R5, the demand for hot water or cold water D2 can be reduced, and the demand for electricity D1 can also be reduced. be able to.
- the evacuees will be crowded in the area, so there is a possibility that the evacuees will feel uncomfortable.
- the operating method for the facility 5A the operating method for the electrical load equipment 1 and the thermal load equipment 2 is also determined. Furthermore, since the electric load and the heat load are determined thereby, an operation plan for the power supply equipment 3 and the heat source equipment 4 can be generated accordingly.
- FIG. 6 is a configuration diagram showing the configuration of the operation planning device 13 according to the first embodiment.
- the operation planning device 13 includes a data acquisition unit 101, a remaining energy acquisition unit 102, a load prediction unit 103, an equipment operation planning unit 104, an energy consumption calculation unit 105, and a load control unit 104. It has a consideration section 106 and an output section 107.
- the data acquisition unit 101 includes registered data 6 previously held by the monitoring and control device 11, measurement data 7 collected from the sensor 10, external data 8 obtained through communication with the outside, and input data input by a facility manager or the like. At least one data of 9 is acquired. Note that the registration data 6 is stored in advance in the storage unit 12 included in the supervisory control device 11. Measurement data 7 measured by the sensor 10 is transmitted from the sensor 10 to the data acquisition unit 101 by wired or wireless communication. The external data 8 is downloaded from the content 21 on the Internet 20 by the data acquisition unit 101 via the Internet 20 and the communication device 16 . The input data 9 is input into the smartphone 17 by a facility manager or the like. The smartphone 17 transmits the input data 9 to the data acquisition unit 101 via the communication device 16.
- each data 6 to 9 acquired by the data acquisition unit 101 will be explained.
- the following example is only an example, and is not limited to these.
- each of the data 6 to 9 only needs to include at least one data among the following examples.
- the registration data 6 includes, for example, the number of buildings in the facility 5A, the total floor area of the facility 5A, the purpose of use of the facility 5A, the total floor area by purpose of use of the facility 5A, the geographical location of the facility 5A, and the number of buildings in the facility 5A. It includes architectural design data including the dimensions of walls and the structure of building materials, the insulation performance of the facility 5A, the dimensions and structure of openings such as windows provided in the facility 5A, etc.
- the registration data 6 further includes the number of equipment 1 to 4 installed in the facility 5A, the capacity of each equipment 1 to 4, and the equipment, such as electric load equipment 1, heat load equipment 2, power supply equipment 3, and heat source equipment 4. Capacity for each equipment 1 to 4, efficiency for each equipment 1 to 4, operational constraints for each equipment 1 to 4, constraints on the rate of change in operation for each equipment 1 to 4, connection relationships between equipment 1 to 4, etc. It may include equipment design data including equipment specification data.
- the input data 9 includes data input into a smartphone 17 carried by a facility manager or a user. Moreover, the input data 9 may include data acquired by a portable camera, a portable sensor, or a portable recording device carried by a facility manager or a user. Furthermore, the input data 9 may include data that is visually checked by a facility manager or a user and input into the smartphone 17 or the like. Furthermore, the input data may include survey result data collected via a portable device carried by a facility manager or user. Further, the input data 9 may include data as a result of judgment by a facility manager or a user.
- the measurement data 7 is data measured by each sensor 10.
- the measurement data 7 includes physical quantities including, for example, the temperature, humidity, illuminance, flow rate, and pressure at the location where the sensor 10 is installed in the facility 5A, as well as the electric power and electric energy in the power supply equipment 3 or the electrical load equipment 1. Contains days of.
- the measurement data 7 includes the start/stop, operation mode, and abnormality of each equipment for each equipment 1 to 4 installed in the facility 5A, such as electrical load equipment 1, heat load equipment 2, power supply equipment 3, and heat source equipment 4. , etc., may also include data on the operational status of the equipment.
- the measurement data 7 may include data on the flow of people, including the number of people entering and exiting the facility 5A, each room in the facility 5A, or the region 50 (see FIG. 8), or personal data. good.
- External data 8 includes weather observation values, weather forecast values, disaster information, information on activities in response to disasters, information on restoration of electricity and fuel infrastructure, information on social network services, and collaboration, which are distributed via the Internet 20.
- This information includes at least one of the information transmitted and received from the remote monitoring and control device 11X.
- the remaining energy amount obtaining unit 102 obtains the remaining amount of energy that can be used until the "energy duration target time" representing the time during which the power supply equipment 3 and heat source equipment 4 are desired to continue operating has elapsed.
- the remaining energy amount acquisition unit 102 calculates the remaining amount of usable energy, for example, based on the amount of fuel stored in advance in the facility 5A.
- the load prediction unit 103 Based on the data acquired by the data acquisition unit 101, the load prediction unit 103 tentatively determines the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A. For example, the load prediction unit 103 operates the ventilation by an air conditioner or a ventilation device (not shown) based on the space where evacuees stay in the facility 5A, how they spend their time, the number of people, weather information, and the insulation performance of the facility 5A. The operating amount of the electrical load equipment 1 and the thermal load equipment 2, including the operating amount of the air conditioner and the operating amount of the electric light 1a, is calculated, and the predicted value of the electrical load and the predicted value of the thermal load are calculated.
- the predicted value of the electrical load and the predicted value of the thermal load calculated by the load prediction unit 103 are the predicted value of the load of the electrical load equipment 1 and the predicted value of the thermal load equipment 2 until the “energy duration target time” elapses. This is the predicted value of the load.
- the equipment operation planning unit 104 operates the power supply equipment 3 and the heat source equipment 4 so as to satisfy the load of the electrical load equipment 1 and the load of the thermal load equipment 2 based on the predicted value of the load calculated by the load prediction unit 103. Generate a plan. That is, the equipment operation planning unit 104 generates an operation plan for the power supply equipment 3 and the heat source equipment 4 so as to satisfy the demand shown in the graph on the left side of FIG. 4(a) or FIG. 5(a).
- a method for generating an operation plan in the equipment operation planning section 104 for example, any of the following methods may be used.
- the energy consumption calculation unit 105 calculates the energy consumption of the power supply equipment 3 and the heat source equipment 4 until the “energy duration target time” elapses based on the operation plan for the power supply equipment 3 and the heat source equipment 4 generated by the equipment operation planning unit 104. Calculate the consumption, i.e. the amount of fuel consumed. Energy consumption is calculated for each fuel type.
- the load control consideration unit 106 develops a method for improving the ratio of electricity and heat consumption in the electrical load equipment 1 and the heat load equipment 2 so that the energy consumption calculated by the energy consumption calculation unit 105 decreases. think about. Specifically, the load control consideration unit 106 examines at least one operating method among the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A. The load control consideration unit 106 first calculates the amount of energy shortage based on the energy consumption calculated by the energy consumption calculation unit 105. Specifically, the load control consideration section 106 first obtains the remaining amount of energy obtained by the remaining energy amount obtaining section 102 for each fuel type.
- the load control consideration section 106 compares the remaining amount of energy with the energy consumption amount calculated by the energy consumption amount calculation section 105 for each type of fuel, and calculates the amount of shortage.
- the load control consideration unit 106 determines whether there is a shortage of energy based on the calculated shortage amount, and if there is a shortage, changes the operating method of the electric load equipment 1, heat load equipment 2, and facility 5A. Then, the changed operation method is transmitted to the load prediction unit 103. On the other hand, if there is no shortage of energy, the load control consideration unit 106 transmits the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility 5A at that time to the output unit 107. .
- the output unit 107 outputs at least one of the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A considered by the load control consideration unit 106.
- the output unit 107 can output the information by displaying it on the display of a computer that constitutes the monitoring and control device 11, or by transmitting it to the facility manager's smartphone 17.
- the output unit 107 displays on a display device (not shown) installed in the facility 5A, or broadcasts a voice message within the facility 5A to inform the facility that the operation method of the facility 5A has been changed. Notify the administrator and evacuees.
- the supervisory control device 11 and the operation planning device 13 are composed of processing circuits.
- the processing circuitry consists of dedicated hardware or a processor.
- the dedicated hardware is, for example, an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).
- a processor executes programs stored in memory.
- the storage unit 12 is composed of a memory. Memory can be nonvolatile or volatile semiconductor memory such as RAM (Random Access Memory), ROM (Read Only Memory), flash memory, or EPROM (Erasable Programmable ROM), or disks such as magnetic disks, flexible disks, or optical disks. be.
- FIG. 7 is a flowchart showing a flow when the operation planning device 13 according to the first embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A. .
- step S01 the load prediction unit 103 uses the registered data 6 held by the monitoring and control device 11 and the data 7 to 9 acquired by the data acquisition unit 101 to determine the operating method of the electrical load equipment 1, the thermal load equipment 2 and the operation method of facility 5A are determined.
- the operation method of the facility 5A includes the space where evacuees are allowed to stay, how the evacuees spend their time during their stay, and the number of evacuees. That is, the load prediction unit 103 determines how many evacuees should stay in which spaces (areas), what time the evacuees should wake up and go to bed, etc. as an operating method for the facility 5A.
- step S02 the load prediction unit 103 calculates the predicted value of the electric load and the predicted value of the thermal load in the future until the "target energy duration time" elapses, based on the operation method determined in step S01. do.
- step S03 the equipment operation planning unit 104 calculates an operation plan for the power supply equipment 3 and the heat source equipment 4 so as to satisfy the predicted value of electric load and the predicted value of thermal load calculated in step S02. .
- step S04 the energy consumption calculation unit 105 calculates the energy consumption, that is, the fuel consumption, based on the operation plan for the power supply equipment and heat source equipment calculated in step S03. Energy consumption is calculated for each fuel type.
- step S05 the load control consideration unit 106 calculates the amount of energy shortage based on the energy consumption calculated in step S04.
- the load control consideration unit 106 calculates the amount of energy shortage by comparing the remaining amount of energy and the amount of energy consumed for each type of fuel.
- step S06 the load control consideration unit 106 determines whether there is an energy shortage based on the amount of energy shortage calculated in step S05. If there is a shortage of energy, the process proceeds to step S07, whereas if there is no shortage of energy, the process proceeds to step S08.
- step S07 the load control consideration unit 106 determines the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and , change the operating method of facility 5A. Then, the operation method is updated to the changed operation method, and the process returns to step S02 to repeat the process.
- step S08 the output unit 107 outputs the operating method of the electric load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A at that time.
- the operation methods output by the load prediction unit 103 and the load control consideration unit 106 are the operation method of the electrical load equipment 1, the operation method of the heat load equipment 2, and the operation method of the facility 5A.
- the operation method output by the load prediction unit 103 and the load control consideration unit 106 may be at least one of the operation method of the electric load equipment 1, the operation method of the thermal load equipment 2, and the operation method of the facility 5A.
- the operating method output by the output unit 107 may be at least one of the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A.
- the supervisory control device 11 controls the operation of the electrical load equipment 1 and the thermal load equipment 2 according to the operation method output by the operation planning device 13.
- the supervisory control device 11 presents the operation method outputted by the operation planning device 13 to the facility manager, receives corrections from the facility manager as necessary, and then Control the operation of 2.
- the facility manager may input the correction details directly into the computer that constitutes the monitoring and control device 11 using an interface, or may input the correction details from the smartphone 17.
- the supervisory control device 11 generates an operation plan for power supply equipment and heat source equipment that improves the thermoelectric ratio of the load, and controls the load so as to achieve the target energy duration time.
- the supervisory control device 11 presents the operation method of the facility 5A output by the operation planning device 13 to the facility manager.
- the monitoring control device 11 displays or broadcasts on a display device within the facility 5A. In this way, the facility manager and evacuees are notified that the operation method of the facility 5A has been determined or changed, and are urged to be careful.
- thermoelectric ratio is improved in order to achieve continuous operation during the "target energy duration time" for which self-sustaining operation is desired. Since it is possible to obtain at least one of the methods of operating the electric load equipment 1, the method of operating the heat load equipment 2, and the method of operating the facility 5A that improve the thermoelectric ratio, the needs for continued operation in the event of a disaster can be obtained. It becomes possible to operate Facility 5A, which has achieved this goal.
- Embodiment 2 The monitoring control device 11 and the operation planning device 13 according to the present disclosure can be applied not only to a single facility 5A but also to the entire region 50 including a plurality of facilities 5B and 5C.
- FIG. 8 is a configuration diagram showing the configuration of monitoring and control devices 11B and 11C provided in the combined heat and power system 100 according to the second embodiment.
- a plurality of facilities 5B and 5C belong to the region 50.
- one facility 5B and three facilities 5C are installed in the area 50, but FIG. 8 is just an example and is not limited to the example of FIG.
- Each facility 5B and 5C is equipped with an electric load facility 1, a heat load facility 2, a power supply facility 3, and a heat source facility 4.
- a monitoring control device 11B including an operation planning device 13 and a storage unit 12 is installed in a facility 5B that supervises the entire region 50.
- the facility 5B further includes a power supply equipment 3, a heat source equipment 4, a sensor 10, and a communication device 16.
- the configurations and operations of the operation planning device 13, storage unit 12, power supply equipment 3, heat source equipment 4, sensor 10, and communication equipment 16 are the same as in Embodiment 1, so their description will be omitted here.
- the operation planning device 13 also determines the operating method of the electric load equipment 1 and the thermal load equipment 2 installed in the facility 5C, which is another facility, and the operating method of the facility 5C. This point differs from the first embodiment.
- Each facility 5C has a different configuration from the facility 5B. Since the configurations of these three facilities 5C are the same, some illustrations are omitted in FIG. 8.
- a monitoring control device 11C In the facility 5C, a monitoring control device 11C, an entry/exit management system 18, an electric load equipment 1, a heat load equipment 2, a sensor 10, and a communication device 16 are installed.
- the supervisory control device 11C collects information on each piece of equipment in its own facility 5C, and provides the information to the supervisory control device 11B installed in the facility 5B.
- the monitoring control device 11C installed in the facility 5C does not have the operation planning device 13. Therefore, the operation planning device 13 of the facility 5B determines how to operate the electric load equipment 1 and the thermal load equipment 2, and how to operate the facility 5C.
- the monitoring control device 11C installed in the facility 5C operates the electric load equipment 1 and the thermal load equipment 2, and the facility 5C according to the operation method determined by the operation planning device 13 of the facility 5B.
- the power source equipment 3 and the heat source equipment 4 are installed in the same facility 5B as the supervisory control device 11B, but this is not important. What is important is that the power source equipment 3 and the heat source equipment 4 are installed in a location where energy can be supplied to the region 50 in the event of a disaster. Therefore, it is not necessary to particularly limit the installation positions of the power source equipment 3 and the heat source equipment 4, since the functions of the supervisory control device 11B may be provided so that the area 50 can be monitored and controlled in the event of a disaster. Further, for example, the supervisory control device 11B may provide functions on the cloud via the Internet 20.
- FIG. 9 is a configuration diagram showing the configuration of the operation planning device 13 according to the second embodiment.
- the first group 13a includes a load control consideration section 106.
- the second group 13b includes a data acquisition unit 101, a remaining energy acquisition unit 102, a load prediction unit 103, an equipment operation planning unit 104, an energy consumption calculation unit 105, and an output unit 107. .
- first group 13a and the second group 13b each have a first communication section 108a and a second communication section 108b in order to communicate with each other. Therefore, communication between the first group 13a and the second group 13b is performed via the first communication section 108a and the second communication section 108b.
- the load control consideration section 106 belongs to the first group 13a and is located outside the region 50, but the present invention is not limited to this case. That is, at least one of the data acquisition unit 101, the remaining energy acquisition unit 102, the load prediction unit 103, the equipment operation planning unit 104, the energy consumption calculation unit 105, and the output unit 107 is It may also be arranged outside the area 50 by making it belong to the group 13a.
- the portions 107 may be divided into a first group 13a and a second group 13b in any combination.
- the number of groups may be any number greater than or equal to two. That is, it is sufficient that at least one of these units 101 to 107 included in the operation planning device 13 belongs to the first group 13a, and at least one of the remaining units belongs to the second group 13b. Further, the remaining parts may belong to a third group, a fourth group, and so on.
- the operation planning device 13 outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facility 5A (see step S08 in FIG. 7). .
- the operation planning device 13 outputs the operating method for the facilities 5B and 5C or the area 50 instead of the operating method for the facility 5A.
- FIG. 10 is a flowchart when the operation planning device 13 according to the second embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the area 50. It is a flowchart which shows.
- step S01A, step S07A, and step S08A are provided instead of step S01, step S07, and step S08 in FIG. .
- the operations in other steps are the same as those in FIG. 7, so they are indicated by the same reference numerals, and the explanation thereof will be omitted here.
- step S01A of FIG. 10 the load prediction unit 103 uses the registered data 6 held by the monitoring and control device 11 and the collected data 7 to 9 acquired by the data acquisition unit 101 to operate the electrical load equipment 1. method, how to operate the heat load equipment 2, and how to operate the facilities 5B and 5C or the area 50.
- step S07A of FIG. 10 the load control consideration unit 106 determines the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and , change the operating method of facilities 5B and 5C or area 50. Then, the process returns to step S02 and repeats the process.
- step S08A of FIG. 10 the output unit 107 outputs at least one of the current operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the area 50. Output one.
- an operation method is obtained in which the thermoelectric ratio is improved in order to achieve continuous operation during the "energy sustainment target time" for which self-sustaining operation of energy supply is desired to be continued in region 50.
- the operation method is not limited to the operation method of the region 50, and for example, at least one of the operation method of the electric load equipment 1, the operation method of the heat load equipment 2, the operation method of the facilities 5B and 5C, or the region 50. There may be one operating method. This makes it possible to operate the facilities 5B and 5C and the region 50, which meet the needs for continued operation in the event of a disaster.
- Embodiment 3 The operating methods described in the first and second embodiments above may be evaluated using a preset evaluation function and determined as an optimization problem that minimizes the evaluation value. In Embodiment 3, this case will be described below. Here, a case where the third embodiment is applied to the configuration of the second embodiment shown in FIG. 8 will be described as an example.
- An example of an evaluation function is the effect on facilities 5B and 5C or area 50 due to changes in the operating method of electrical load equipment 1, the operating method of thermal load equipment 2, and the operating method of facilities 5B and 5C or area 50.
- An example is an evaluation function that is converted into an index.
- air conditioners such as the individual distributed air conditioner 1b and the central heat source air conditioner 2a
- the indoor thermal environment deteriorates. In the summer, the indoor temperature and humidity rise, making it a hot environment. Also, in the winter, the indoor temperature drops and the environment approaches a cold environment.
- Such an influence index indicating thermal comfort can be used as an index of an evaluation function. In this way, the impact index is an indicator of the degree of impact.
- the impact index may also be the comfort of the light environment, the percentage of time that the equipment can be used out of the "target energy duration", or the measurement data 7 of the sensor 10, etc. good.
- the amount of penalty payment may be used as an index of the evaluation function.
- the amount of penalty payment may be used as an index of the evaluation function.
- FIG. 11 is a flowchart when the operation planning device 13 according to the third embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the region 50. It is a flowchart which shows.
- step S01A the load prediction unit 103 uses the registered data 6 held by the monitoring and control device 11 and the collected data 7 to 9 acquired by the data acquisition unit 101 to estimate the electric load equipment. 1, the heat load equipment 2, and the facilities 5B and 5C or the region 50 are tentatively determined. At this time, as described above, the load prediction unit 103 first determines the operating method of the facilities 5B and 5C or the region 50, and then determines the operating method of the electrical load equipment 1 and the thermal load equipment 2, for example.
- step S10 the load control consideration unit 106 formulates an optimization problem to minimize the influence index based on the operation method determined in step S01A.
- the load control consideration unit 106 formulates an optimization problem to minimize the penalty payment amount instead of the influence index.
- the optimization problem has a constraint that the amount of energy consumed is less than or equal to the remaining amount of energy when the "target energy duration time" has elapsed, and the result of optimization is Ensure that continuity can be achieved.
- step S11 the load control study unit 106 solves the optimization problem formulated in step S10.
- the optimization problem formulated in step S10 There are countless ways to operate the electric load equipment 1, heat load equipment 2, facilities 5B and 5C, or region 50, in which the energy consumption becomes less than the remaining amount of energy when the "target energy duration time" elapses. .
- a point where the influence index is minimized is determined, and the operation method for electric load equipment 1, heat load equipment 2, facilities 5B and 5C or region 50 is determined as the best one. is output.
- the optimal method can be obtained from The operating method is at least one of the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, the operating method of the facilities 5B and 5C, or the area 50. This makes it possible to operate the facilities 5B and 5C and to operate the region 50, which meet the needs for continued operation in the event of a disaster.
- Embodiment 4 A plurality of energy supply target times each having a time length shorter than the "energy sustaining target time" described in the first to third embodiments above may be calculated, and each optimal solution may be output. In Embodiment 4, this case will be described below.
- a case where the fourth embodiment is applied to the configuration of the second embodiment shown in FIG. 8 will be described as an example.
- FIG. 12 is a flowchart when the operation planning device 13 according to the fourth embodiment outputs the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the area 50. It is a flowchart which shows. The difference between FIG. 11 and FIG. 12 is that in FIG. 12, steps S13, S14, and S15 are added, and step S16 is provided instead of step S08A.
- Step S13 is provided between step S01A and step S10.
- Step S14 is provided between step S11 and step S16.
- Step S15 is a step to which the process proceeds if the determination in step S14 is "NO”.
- Step S16 is a step to which the process proceeds if the determination is "YES" in the process of step S14.
- step S13 the load control consideration unit 106 sets a set of energy supply target times.
- each energy supply target time is set to be equal to or shorter than the "energy duration target time".
- the "energy duration target time” is 72 hours
- step S14 the load control consideration unit 106 determines whether the processes in steps S10 and S11 have been performed for all energy supply target times. If there is a remaining energy supply target time, the process proceeds to step S15; otherwise, the process proceeds to step S16.
- step S15 the load control consideration unit 106 sets the next energy supply target time, returns to step S13, and solves the optimization problem again.
- step S16 the output unit 107 outputs a plurality of candidates for the operating method of the electric load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the region 50.
- FIG. 13 is a graph plotting influence indicators of optimization results for a plurality of energy supply target times in the operation planning device 13 according to the fourth embodiment.
- the horizontal axis indicates the target energy supply time
- the vertical axis indicates the influence index.
- the values of the target energy supply time and the influence index are plotted on a plane representing the relationship between the target energy supply time and the influence index.
- Each plot corresponds to each energy supply target time set as 72 hours, 66 hours, 60 hours, . . . , 6 hours. Further, each plot is associated with the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the area 50.
- the operation planning device 13 may be configured to express the optimization result in a graph as shown in FIG. 13 and present it to the facility manager so that he can select which operation method to execute. A method for the facility manager to select an operation method will be explained using FIG. 14.
- FIG. 14 is a diagram showing a comparison between operation method A and operation method B among the plurality of operation methods in the graph of FIG. 13.
- the influence index of operation method A is Ea
- the energy supply duration time is ta.
- the influence index of operation method B is Eb
- the energy supply duration is tb.
- the magnitude relationship between the influence indices Ea and Eb is Ea>Eb.
- the magnitude relationship between the energy supply times ta and tb is ta>tb.
- operation method A allows a longer energy supply time, but has a large impact index.
- operation method B the energy supply time is shortened, but in return, the influence index can be reduced.
- Facility managers can determine how to set equipment and facility operation methods while looking at the trade-off relationship between impact indicators and energy supply duration. In the event of a disaster, there are variations in impact indicators, etc., and the situation is expected to change from moment to moment. However, according to the fourth embodiment, even in such a situation, the facility manager can manage the electrical load equipment 1, the heat load equipment 2, the facilities 5B and 5C, or the area 50 with the support of the monitoring and control device 11. You can decide how to set up the operation method.
- the facility manager can select an operation method for improving the thermoelectric ratio while looking at the trade-off between the influence index given as an evaluation function and the energy supply duration time. That is, the facility manager selects the operating method of the electrical load equipment 1, the operating method of the thermal load equipment 2, and the operating method of the facilities 5B and 5C or the area 50 while considering the trade-off. be able to. This makes it possible to flexibly change the operation of the facilities 5B and 5C according to the situation at the time of a disaster.
- the equipment to be managed by the supervisory control device 11 shown in the first to fourth embodiments above may further include power storage equipment, heat storage equipment, and renewable energy power generation equipment.
- FIG. 15 is a diagram showing a connection relationship among electric load equipment 1, thermal load equipment 2, power supply equipment 3, heat source equipment 4, power storage equipment 14, and heat storage equipment 15 in combined heat and power generation system 100 according to Embodiment 5.
- power storage equipment 14 is connected between power supply equipment 3 and electrical load equipment 1.
- the power storage facility 14 stores electrical energy and outputs it when necessary.
- the power storage facility 14 stores electricity from an external power source (not shown) or electricity from the power source facility 3 in advance during normal times.
- the power storage facility 14 stores electricity that is not used immediately among the electricity generated after a disaster occurs.
- the power storage equipment 14 includes, for example, a storage battery. In the event of a disaster, the power storage equipment 14 contributes to satisfying the demand for electricity in the electrical load equipment 1 by discharging the stored electricity at the necessary time.
- the heat storage equipment 15 is connected between the heat source equipment 4 and the heat load equipment 2.
- the heat storage facility 15 stores thermal energy and outputs it when necessary.
- the heat storage facility 15 stores heat in advance during normal times.
- the heat storage facility 15 stores waste heat that is not used immediately among the waste heat generated after a disaster occurs.
- the heat storage equipment 15 includes, for example, a storage tank, a heat storage tank, a hot water tap, and the like. In the event of a disaster, the heat storage equipment 15 contributes to satisfying the heat demand of the heat load equipment 2 by dissipating the stored heat at the necessary time.
- the power supply equipment 3 includes a renewable energy power generation equipment 32.
- the renewable energy power generation facility 32 generates power using renewable energy.
- Renewable energy includes, for example, solar power, wind power, hydropower, geothermal power, and the like.
- the renewable energy power generation equipment 32 includes, for example, a solar panel that generates solar power, a wind power generator that generates wind power, and the like. Since the amount of power generated by the renewable energy power generation equipment 32 is affected by weather conditions, the amount of power generated fluctuates.
- FIG. 16 is a diagram illustrating an example of reducing the amount of energy used and extending the target energy duration time by changing the thermoelectric ratio in the combined heat and power system 100 according to the fifth embodiment.
- the electricity demand D1 is generated by power generation using fuel from the power supply equipment 3 represented by G1, discharge from the power storage equipment 14 represented by BA, and renewable energy represented by RE. I am satisfied with the power generation by the energy generation equipment 32.
- the demand for chilled water D2 is satisfied by converting waste heat G2 resulting from power generation of the power supply equipment 3 into chilled water using an exhaust heat injection type absorption refrigerator or the like that constitutes the heat source equipment 4. Among the waste heat generated by the power generation of the power supply equipment 3, the waste heat G3 that is not used for generating cold water is unnecessary and is therefore discarded.
- the power storage equipment 14 In the event of a disaster, in order to reduce fuel consumption as much as possible, it is desirable to supply as much power as possible from the renewable energy power generation equipment 32. However, since the amount of power generated by renewable energy fluctuates depending on weather conditions and other factors, the amount of power generated may suddenly decrease dramatically. In such a situation, by discharging electricity from the power storage equipment 14 to compensate for fluctuations in renewable energy, the operation of the electrical load equipment 1 etc. can be continued without causing a failure or power outage in the electrical load equipment 1 etc. . For this reason, it is desired that the power storage equipment 14 has a remaining amount of electricity so that it can receive electricity when needed.
- thermoelectric ratio is improved so as to reduce the electricity demand D1 and increase the cold water demand D2 compared to before the improvement.
- the reduction in electricity demand D1 is used to reduce the amount of discharge from power storage equipment 14. This allows the power storage equipment 14 to have a remaining amount of electricity so that it can receive electricity when needed.
- the increase in the demand for cold water D2 is satisfied by converting at least a portion of the wasted waste heat G3 into cold water. In this way, as long as the increase in the demand for cold water D2 can be covered by the discarded waste heat G3, the amount of fuel consumed by the power source equipment 3 and the heat source equipment 4 will not increase.
- the waste heat G3 that was wasted is effectively utilized to improve the thermoelectric ratio so as to maintain the remaining charge of the power storage equipment 14 as much as possible.
- the waste heat G3 that was wasted is effectively utilized to improve the thermoelectric ratio so as to maintain the remaining charge of the power storage equipment 14 as much as possible.
- the method of operating the electric load equipment 1, the heat load equipment 2, the facilities 5B and 5C, or the area 50 for improving the thermoelectric ratio is implemented, and the power storage equipment 14 and the heat storage equipment 15 are and can be operated to maximize the use of renewable energy. Therefore, in the event of a disaster, it is possible to change the operation of the facilities 5B and 5C or the region 50, which effectively utilizes renewable energy.
- FIG. 17 is a configuration diagram showing the configuration of the operation planning device 13 according to the sixth embodiment. As can be seen by comparing FIG. 6 and FIG. 17, in FIG. 17, among the functions of the operation planning device 13 shown in FIG. 17,
- the functions of the operation planning device 13 are divided into a first group 13a and a second group 13b.
- the first group 13a includes a load control consideration section 106.
- the second group 13b includes a data acquisition unit 101, a remaining energy acquisition unit 102, a load prediction unit 103, an equipment operation planning unit 104, an energy consumption calculation unit 105, and an output unit 107.
- the first group 13a and the second group 13b each have a first communication section 108a and a second communication section 108b in order to communicate with each other. Therefore, communication between the first group 13a and the second group 13b is performed via the first communication section 108a and the second communication section 108b.
- the load control consideration unit 106 belongs to the first group 13a and is located in the cloud server 60, but the present invention is not limited to this case. That is, at least one of the data acquisition unit 101, the remaining energy acquisition unit 102, the load prediction unit 103, the equipment operation planning unit 104, the energy consumption calculation unit 105, and the output unit 107 is replaced by the load control consideration unit 106. They may also be placed in the cloud server 60, belonging to the first group 13a. Further, the second group 13b is placed in a server (not shown) installed within the area 50. The server may be placed within facility 5B or facility 5C shown in FIG. 8. Additionally, the server may be located outside the region 50. In either case, the server, cloud server 60, and smartphone 17 are connected via the Internet 20.
- the portions 107 may be divided into a first group 13a and a second group 13b in any combination.
- the number of groups may be any number greater than or equal to two. That is, it is sufficient that at least one of these sections 101 to 107 belongs to the first group 13a, and at least one of the remaining sections belongs to the second group 13b. Further, the remaining parts may belong to a third group, a fourth group, and so on.
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Abstract
Description
本開示は、災害時に施設または地域のエネルギー管理を行う運転計画装置、運転計画方法、および、熱電併給システムに関する。 The present disclosure relates to an operation planning device, an operation planning method, and a combined heat and power generation system that manage energy in a facility or region during a disaster.
ビルおよび工場などの施設には、空調装置または照明装置のような負荷設備と、コージェネレーションシステムのような電源兼熱源と、蓄電池のような蓄電設備と、貯湯槽のような蓄熱設備と、太陽光発電のような変動性電源と、が導入されている。これらの設備の運転状態の確認、異常の検知、省エネルギーを達成するための制御の実行を目的に、設備の監視制御装置が導入される場合がある。施設の管理者は、監視制御装置を活用して、設備の運転状態の分析、手動の制御の実行、監視制御装置が提案する制御の実行、監視制御装置の自動制御の実行を通して、設備の運転に関連する目的を達成する。 Facilities such as buildings and factories have load equipment such as air conditioners or lighting equipment, power and heat sources such as cogeneration systems, electricity storage equipment such as storage batteries, heat storage equipment such as hot water tanks, and solar energy storage equipment. Variable power sources such as photovoltaic power generation are being introduced. Facility monitoring and control devices are sometimes introduced for the purpose of checking the operating status of these facilities, detecting abnormalities, and executing control to achieve energy conservation. Facility managers utilize supervisory control devices to analyze the operating status of the equipment, perform manual control, perform control suggested by the supervisory control device, and perform automatic control of the supervisory control device to improve equipment operation. To achieve objectives related to.
また、地域に設置された複数の施設にエネルギーを供給する地域のエネルギープラントには、冷凍機またはボイラーのような熱源機器と、コージェネレーションシステムのような電源兼熱源と、が導入されている。さらに、エネルギープラントには、蓄電池のような蓄電設備と、蓄熱槽のような蓄熱設備と、太陽光発電のような変動性電源と、が導入されている。これらの設備の運転状態の確認、異常の検知、省エネルギーを達成するための制御の実行を目的に、設備の監視制御装置が導入されている。 In addition, local energy plants that supply energy to multiple facilities installed in a region are equipped with heat source equipment such as refrigerators or boilers, and power and heat sources such as cogeneration systems. Furthermore, energy plants have introduced power storage equipment such as storage batteries, heat storage equipment such as heat storage tanks, and variable power sources such as solar power generation. Facility monitoring and control devices have been introduced for the purpose of checking the operating status of these facilities, detecting abnormalities, and executing controls to achieve energy conservation.
ビル、工場、または、エネルギープラントなどの施設に設置された、電源、熱源、または、電源兼熱源などの設備は、外部から電気または燃料等の供給を受け、適宜、エネルギー変換を行い、電気、冷熱、温熱、給湯、蒸気などの形態で負荷設備に供給する。 Facilities such as power sources, heat sources, or power and heat sources installed in buildings, factories, energy plants, and other facilities receive electricity or fuel from the outside, perform energy conversion as appropriate, and generate electricity, heat sources, etc. Supply to load equipment in the form of cold heat, heat, hot water, steam, etc.
このような監視制御装置で、災害時に外部からの電気の供給が停止した際に、設備の運転計画と制御を行い、電気の供給の継続時間を延長する方法が提案されている(例えば、特許文献1参照)。 A method has been proposed that uses such monitoring and control equipment to plan and control the operation of equipment and extend the duration of electricity supply when the supply of electricity from outside is stopped during a disaster (for example, a patent (See Reference 1).
例えば、特許文献1では、商用電源の停電時に、負荷予測に基づいた負荷設備の稼働量の最適化を行って、発電機の運転継続時間を延長する監視制御装置が提案されている。 For example, Patent Document 1 proposes a monitoring and control device that optimizes the operating amount of load equipment based on load prediction and extends the continuous operation time of a generator during a commercial power outage.
特許文献1に記載のような従来の監視制御装置にあっては、電気のみに着目した負荷設備の制御を対象としているため、冷熱、温熱、給湯、蒸気など熱の利用まで考えた負荷の制御は実施できなかった。 Conventional monitoring and control devices such as those described in Patent Document 1 are intended for controlling load equipment that focuses only on electricity, so they cannot control loads that take into account the use of heat such as cooling, heating, hot water, and steam. could not be implemented.
例えば、コージェネレーションシステムは電気と熱とを生成するため、電気と熱との生成比率が、電気と熱との使用の比率である熱電比に合致するほど、無駄なくエネルギーを使えて効率的となる。このため、負荷の制御により熱電比を改善することができれば、コージェネレーションシステムによるエネルギー供給を延長できる可能性がある。しかし、特許文献1においては、熱電比の改善を考慮していないため、電気だけでなく熱の利用まで含めたシステム全体の最適な運用は実現できない。 For example, a cogeneration system generates electricity and heat, so the more the generation ratio of electricity and heat matches the thermoelectric ratio, which is the ratio of electricity and heat usage, the more efficient energy can be used without waste. Become. Therefore, if the thermoelectric ratio can be improved by controlling the load, it is possible to extend the energy supply by the cogeneration system. However, in Patent Document 1, since improvement of the thermoelectric ratio is not taken into consideration, it is not possible to realize optimal operation of the entire system including the use of not only electricity but also heat.
本開示は、かかる課題を解決するためになされたものであり、状況に応じて熱電比を改善するように負荷を制御する運転計画を立案し、災害時にエネルギー供給の継続を延長させることが可能な、運転計画装置、運転計画方法、および、熱電併給システムを得ることを目的とする。 The present disclosure has been made in order to solve such problems, and it is possible to formulate an operation plan to control the load to improve the thermoelectric ratio depending on the situation, and to extend the continuation of energy supply in the event of a disaster. The present invention aims to provide an operation planning device, an operation planning method, and a combined heat and power generation system.
本開示に係る運転計画装置は、施設または地域に設置された電気負荷設備および熱負荷設備を運用させる電源設備および熱源設備の運転計画を生成する運転計画装置であって、前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得する、データ取得部と、前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得するエネルギー残量取得部と、前記データ取得部が取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測する負荷予測部と、前記負荷予測部の予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記エネルギー残量取得部で取得した前記使用可能なエネルギーの残量で達成できる前記電源設備および前記熱源設備の運転計画を生成する設備運転計画部と、を備えたものである。 An operation planning device according to the present disclosure is an operation planning device that generates an operation plan for power supply equipment and heat source equipment for operating electric load equipment and heat load equipment installed in a facility or region, At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside. and a data acquisition unit that acquires the remaining amount of energy that can be used by the facility or the region until the energy duration target time representing the time for which the power supply equipment and the heat source equipment are desired to continue running has elapsed. Based on the remaining energy acquisition unit to acquire and the data acquired by the data acquisition unit, how to operate the electric load equipment, how to operate the heat load equipment, and how to operate the facility or the area, a load prediction unit that temporarily determines and predicts the load of the electrical load equipment and the load of the thermal load equipment until the target energy duration time elapses based on the operation method; the power supply equipment that can be achieved with the remaining amount of usable energy acquired by the remaining energy amount acquisition unit based on the load of the electrical load equipment and the load of the thermal load equipment predicted by the load prediction unit; and an equipment operation planning section that generates an operation plan for the heat source equipment.
本開示に係る熱電併給システムは、施設または地域に設置された電気負荷設備および熱負荷設備を運用させる電源設備および熱源設備の運転計画を生成する熱電併給システムであって、前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得する、データ取得部と、前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得するエネルギー残量取得部と、前記データ取得部が取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測する負荷予測部と、前記負荷予測部の予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記電源設備および前記熱源設備の運転計画を生成する設備運転計画部と、前記設備運転計画部が生成した前記運転計画に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電源設備および前記熱源設備が消費するエネルギーの消費量を計算するエネルギー消費量計算部と、前記エネルギー消費量計算部が計算した前記エネルギーの消費量が減少するように、前記電気負荷設備と前記熱負荷設備とが消費する電気と熱との比率を変更し、前記比率に基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を更新する、負荷制御検討部と、前記負荷制御検討部が更新した、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうち、少なくとも1つの運用方法を出力する出力部と、を備え、前記データ取得部、前記エネルギー残量取得部、前記負荷予測部、前記設備運転計画部、前記エネルギー消費量計算部、前記負荷制御検討部、および、前記出力部のうちの、少なくとも1つを有する第1グループと、それ以外の少なくとも1つを有する第2グループと、を備え、前記第1グループは、前記施設または前記地域の外側に配置されているものである。 A combined heat and power system according to the present disclosure is a combined heat and power system that generates an operation plan for power supply equipment and heat source equipment that operate electrical load equipment and heat load equipment installed in a facility or region, and that is related to the facility or region. At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside. A data acquisition unit that acquires the amount of energy remaining that can be used by the facility or the region until the energy duration target time representing the time for which the power supply equipment and the heat source equipment are desired to continue running has elapsed. Based on the remaining energy amount acquisition unit to acquire and the data acquired by the data acquisition unit, how to operate the electrical load equipment, how to operate the heat load equipment, and how to operate the facility or the area, a load prediction unit that temporarily determines and predicts the load of the electrical load equipment and the load of the thermal load equipment until the target energy duration time elapses based on the operating method; an equipment operation planning unit that generates an operation plan for the power supply equipment and the heat source equipment based on the load of the electrical load equipment and the load of the heat load equipment predicted by the load prediction unit; and the equipment operation planning unit. an energy consumption calculation unit that calculates the amount of energy consumed by the power supply equipment and the heat source equipment until the energy duration target time elapses based on the operation plan generated by the energy consumption amount; The ratio of electricity and heat consumed by the electrical load equipment and the heat load equipment is changed so that the amount of energy consumption calculated by the calculation unit is reduced, and the ratio of electricity and heat consumed by the electrical load equipment is changed based on the ratio. a load control study department that updates at least one of an operation method, an operation method of the heat load equipment, and an operation method of the facility or the region, and the load control study department updates; an output unit that outputs at least one operation method among the operation method of the electric load equipment, the operation method of the heat load equipment, and the operation method of the facility or the area, the data acquisition unit, the a first group comprising at least one of the remaining energy acquisition section, the load prediction section, the equipment operation planning section, the energy consumption calculation section, the load control consideration section, and the output section; and a second group having at least one other than the above, the first group being located outside the facility or the area.
本開示に係る運転計画方法は、施設または地域に設置された電気負荷設備および熱負荷設備を運用させる電源設備および熱源設備の運転計画を生成する運転計画方法であって、前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得し、前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得し、取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測し、予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記電源設備および前記熱源設備の運転計画を生成し、生成した前記運転計画に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電源設備および前記熱源設備が消費するエネルギーの消費量を計算し、計算した前記エネルギーの消費量が減少するように、前記電気負荷設備と前記熱負荷設備とが消費する電気と熱との比率を変更し、前記比率に基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を更新し、前記負荷制御検討部が更新した、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうち、少なくとも1つの運用方法を出力するものである。 An operation planning method according to the present disclosure is an operation planning method for generating an operation plan for power supply equipment and heat source equipment for operating electrical load equipment and heat load equipment installed in a facility or region, At least one data among registered data registered in advance, input data input from the outside, measurement data measured by a sensor installed in the facility or the area, and external data obtained through communication with the outside. and obtain the remaining amount of energy that can be used by the facility or the region until the energy duration target time representing the time for which the power source equipment and the heat source equipment are desired to continue operating is elapsed. Based on the data, the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area are provisionally determined, and based on these operating methods, the Predicting the load on the electrical load equipment and the load on the thermal load equipment until the target energy duration time elapses, and based on the predicted load on the electrical load equipment and the load on the thermal load equipment. , generating an operation plan for the power supply equipment and the heat source equipment, and based on the generated operation plan, the amount of energy consumed by the power supply equipment and the heat source equipment until the energy duration target time elapses; and change the ratio of electricity and heat consumed by the electric load equipment and the heat load equipment so that the calculated energy consumption decreases, and based on the ratio, the electric load equipment of the electrical load equipment updated by the load control study department; At least one of the operation method, the operation method of the heat load equipment, and the operation method of the facility or the region is output.
本開示に係る運転計画装置、運転計画方法、および、熱電併給システムによれば、エネルギー持続目標時間を達成するように電源設備および熱源設備の運転計画を生成し、負荷の制御を行うので、電気および熱などのエネルギーを利用するシステム全体でエネルギー供給を所望の時間継続できるという効果を奏する。 According to the operation planning device, operation planning method, and combined heat and power generation system according to the present disclosure, an operation plan for power supply equipment and heat source equipment is generated and loads are controlled so as to achieve the target energy duration time. This has the effect that the entire system that uses energy such as heat can continue to supply energy for a desired period of time.
以下、本開示に係る運転計画装置、運転計画方法、および、熱電併給システムの実施の形態について図面を参照して説明する。本開示は、以下の実施の形態に限定されるものではなく、本開示の主旨を逸脱しない範囲で種々に変形することが可能である。また、本開示は、以下の実施の形態およびその変形例に示す構成のうち、組み合わせ可能な構成のあらゆる組み合わせを含むものである。また、各図において、同一の符号を付したものは、同一の又はこれに相当するものであり、これは明細書の全文において共通している。さらに、添字(符号の末尾の大文字のアルファベット)で区別等している複数の同種の機器またはステップ等について、特に区別したり、特定したりする必要がない場合には、添字を省略して記載する場合がある。なお、各図面では、各構成部材の相対的な寸法関係または形状等が実際のものとは異なる場合がある。 Hereinafter, embodiments of an operation planning device, an operation planning method, and a combined heat and power generation system according to the present disclosure will be described with reference to the drawings. The present disclosure is not limited to the following embodiments, and can be variously modified without departing from the gist of the present disclosure. Furthermore, the present disclosure includes all combinations of configurations that can be combined among the configurations shown in the following embodiments and modifications thereof. Furthermore, in each figure, the same reference numerals are the same or equivalent, and this is common throughout the entire specification. Furthermore, regarding multiple devices or steps of the same type that are distinguished by a subscript (uppercase alphabet at the end of the code), if there is no need to distinguish or specify them, the subscript may be omitted. There are cases where Note that in each drawing, the relative dimensional relationship or shape of each component may differ from the actual one.
実施の形態1.
図1は、実施の形態1に係る熱電併給システム100に設けられた監視制御装置11の構成を示す構成図である。熱電併給システム100は、例えば、施設5Aに対して設置される。施設5A内には、監視制御装置11が設置されている。施設5Aは、ビルまたは工場などである。施設5A内には、さらに、電気負荷設備1、熱負荷設備2、電源設備3、および、熱源設備4が設置されている。また、施設5Aの出入口には、入退室管理システム18が設置されている。また、施設5Aの施設管理者または施設利用者は、スマートフォン17を携帯している。スマートフォン17は、施設管理者または施設利用者によってデータが入力されたときに、入力データ9を監視制御装置11に送信する。
Embodiment 1.
FIG. 1 is a configuration diagram showing the configuration of a monitoring and
監視制御装置11、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4、入退室管理システム18は、スマートフォン17と通信できるように通信経路で接続されている。通信経路は、無線のみ、あるいは、有線と無線の組み合わせ、から構成されている。また、監視制御装置11は、通信機器16を介してインターネット20に接続されている。
The monitoring and
また、施設5A内には、複数のセンサ10が設置されている。センサ10は、各種データを計測して、計測データ7を監視制御装置11に送信する。センサ10は、施設5A内の設備に内蔵されているもの、設備に対して後から付け足されたもの、独立して設置されているものなどがある。ここで、設備とは、例えば、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4、および、入退室管理システム18である。また、設備は、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4、および、入退室管理システム18などの各設備に電源を供給する配電盤または受電設備、あるいは、施設管理者または施設利用者の所有するスマートフォン17などがある。また、センサ10のうち、独立して設置されるセンサ10の例としては、例えば、室内または室外の温度を計測する温度計、または、室内または室外の湿度を計測する湿度計などが挙げられる。
Additionally, a plurality of
監視制御装置11は、記憶部12と、運転計画装置13と、を有している。記憶部12は、施設5Aの建築設計のデータと、電気負荷設備1、熱負荷設備2、電源設備3、および、熱源設備4の各設備の設備設計のデータと、を含む、登録データ6を予め記憶している。登録データ6は、例えば、施設5Aの延床面積、施設5Aの使用用途、および、電気負荷設備1、熱負荷設備2、電源設備3、および、熱源設備4の各設備1~4の設備仕様のデータなどを含んでいる。運転計画装置13は、記憶部12に記憶された登録データ6と、センサ10から収集できる計測データ7と、を活用して、電源設備3および熱源設備4の運転計画、および、施設管理者に対する施設5Aなどの運用方法の提案を行う。
The
監視制御装置11は、監視制御装置11が保持する登録データ6を記憶部12に予め保持している。そのため、監視制御装置11は、登録データ6に基づいて、施設5Aの延床面積および使用用途、並びに、各設備1~4の設備構成など、施設5Aおよび各設備1~4の設計情報を参照できる。
The
また、監視制御装置11は、各センサ10から、計測データ7を取得できる。さらに、監視制御装置11は、インターネット20を介して、外部との通信で得られる外部データ8を取得することができる。外部データ8は、インターネット20上のコンテンツ21から得られるデータである。コンテンツ21の例としては、図1に示すように、気象情報、気象予報、インフラ復旧情報、遠隔地に設置された他の監視制御装置11X、災害情報、災害対応状況、ソーシャルネットワークサービスの情報などが挙げられる。このように、外部データ8には、例えば、気象に関する情報および災害に関する情報が含まれる。
Additionally, the monitoring and
また、監視制御装置11は、監視制御装置11が備えるインターフェイス(図示せず)を介して、施設管理者または施設利用者が監視制御装置11に対して入力する入力データ9を取得することができる。監視制御装置11が備えるインターフェイスの例としては、監視制御装置11の各機能を実行する計算機に接続されたキーボード、マウス、ディスプレイが挙げられる。さらに、監視制御装置11が備えるインターフェイスの他の例としては、監視制御装置11が提供するウェブサーバーの機能にアクセス可能な、計算機およびスマートフォン17などが挙げられる。
Additionally, the
これらのデータ6~9は、災害時の施設5Aの運用方法を決定するために監視制御装置11で用いられる。しかしながら、運用方法の決定に十分なデータがそろえば良いため、必ずしも、これらのデータ6~9のすべてが必要ではない。すなわち、監視制御装置11は、必要に応じて、これらのデータ6~9のうち、少なくとも1つのデータを使用する。例えば、災害時に施設5Aの各空間に避難者をどうように収容するかといった施設の運用方法を決定するために、災害時の避難人数のデータが必要となる場合を例に挙げて説明する。この場合、例えば、下記の3つのケースがある。
(1)監視制御装置11が保持する登録データ6に予め決定した予想人数を保持しておき、登録データ6内の当該人数を避難人数として使用する。
(2)入退室管理システム18に付属するセンサ10で施設5A内に滞在する人数を計測して、当該計測で得られた計測データ7を避難人数として使用する。
(3)施設5Aの施設管理者が現場で確認した人数をスマートフォン17で入力する。そして、その入力データ9を監視制御装置11に送信して、避難人数として使用しても良い。
このように、監視制御装置11は、施設の運用方法を決定するために、例えば、登録データ6、計測データ7、および、入力データ9のうちの、いずれか1つを用いてもよい。
These
(1) A predetermined expected number of people is stored in the
(2) The
(3) The facility manager of the
In this way, the monitoring and
図2は、実施の形態1に係る熱電併給システム100における、電気負荷設備1、熱負荷設備2、電源設備3、および、熱源設備4の接続関係を示す図である。電源設備3は、電気負荷設備1と熱源設備4とに接続されている。また、熱源設備4は、熱負荷設備2に接続されている。
FIG. 2 is a diagram showing the connection relationship among the electric load equipment 1, the
電源設備3は、燃料を消費して電気を発生する。燃料は、電源設備3に対して、平常時は施設5Aの外部から供給するが、災害時に外部からの供給が受けられないときは、予め施設5Aに備蓄した燃料を消費する。電源設備3の例として、マイクロガスタービン発電機、ディーゼル発電機などが挙げられる。電源設備3が発生した電気は、主に、電気を消費して運用される電気負荷設備1に供給される。電気負荷設備1の主な消費エネルギーは電気である。しかしながら、ここでは、熱の供給を補助的に受けて運転するものも、電気負荷設備1に含む。電気負荷設備1に分類される設備の例としては、例えば、電灯1a、個別分散式空調機1bなどが挙げられる。電灯1aは照明を行う空間に設置され、当該空間を照らす光を発生する。個別分散式空調機1bは、空調を行う空間に設置され、当該空間の空気に熱(冷熱または温熱)を供給する。個別分散式空調機1bは、熱交換器を有し、熱交換器の内部を流れる冷媒と、熱交換器の周囲を流れる空気と、の間で熱交換を行う。また、電源設備3が発生した電気は熱源設備4に供給することもできる。さらに、電源設備3が電気を発生する際に副次的に生ずる排熱を、熱源設備4に供給し有効利用することもできる。
The
熱源設備4は、電気、または、燃料、または、電気と燃料の両方の供給を受けて、熱(冷熱、温熱、蒸気)を発生する。電気および燃料は、熱源設備4に対して、平常時は施設5Aの外部から供給するが、災害時に外部からの供給が受けられないときは、予め施設5Aに備蓄した燃料を消費するか、あるいは、電源設備3から供給し運用する。熱源設備4の例としては、チラー、ボイラー、などの熱源機が挙げられる。熱源設備4の他の例としては、電源設備3から受けた排熱で運用される、排熱回収熱交換器、排熱投入型吸収冷凍機、などが挙げられる。熱源設備4が発生した熱は、主に、熱を消費する熱負荷設備2に供給される。熱負荷設備2の主な消費エネルギーは熱である。しかしながら、ここでは、電気の供給を補助的に受けて運用するものも、熱負荷設備2に含む。熱負荷設備2に分類される設備の例としては、例えば、中央熱源式空調機2a、給湯機2bなどが挙げられる。中央熱源式空調機2aは、冷熱または温熱を室内の空気に供給することで、室内の冷房または暖房を行う。中央熱源式空調機2aは、冷水または温水を熱交換器に送水して、熱交換器において、室内空気と冷水との間、または、室内空気と温水との間で、熱交換を行う。給湯機2bは、温熱を水に供給することで、給湯槽に給湯する。
The
図3は、実施の形態1に係る熱電併給システム100における、電源兼熱源設備30、電気負荷設備1、熱負荷設備2、および、熱源設備4の接続関係を示す図である。図3においては、施設5Aにおいて、図2に示した電源設備3と熱源設備4とが一体として機能するように構成された電源兼熱源設備30が設けられている。電源兼熱源設備30は、燃料の供給を受けて、電気と熱とを発生する。電源兼熱源設備30の例としては、例えば、ガスコジェネレーションシステム、燃料電池などが挙げられる。図3の例では、電源兼熱源設備30に対して、熱源設備4Aが併設されている。ここでは、熱源設備4Aを、電源兼熱源設備30を構成する熱源設備4と区別するために、符号の末尾にアルファベットの「A」を付けているが、熱源設備4Aの構成および動作は、熱源設備4と基本的に同じである。熱源設備4および4Aは、図2を用いて説明したように、電気、または、燃料、または、電気と燃料の両方の供給を受けて、熱(冷熱、温熱、蒸気)を発生する。なお、図3においても、図2と同様に、電源兼熱源設備30が発生した電気および排熱は、熱源設備4Aで利用される。また、電源兼熱源設備30の主に電源設備3が発生した電気は電気負荷設備1で消費され、電源兼熱源設備30の主に熱源設備4が発生した熱は熱負荷設備2で消費される。また、熱源設備4Aが発生した熱は、熱負荷設備2で消費される。このように、電源兼熱源設備30に含まれる電源設備3および熱源設備4、および、併設された熱源設備4Aの動作は、図2に示した電源設備3および熱源設備4と同じである。
FIG. 3 is a diagram showing the connection relationship among the power source/
電源設備3と熱源設備4との設置方法は、図2の例のように、電源設備3と熱源設備4とを組み合わせて個別に設置しても、図3の例のように、電源設備3と熱源設備4とが一体として運用されるものでも、どちらでも良い。ただし、いずれの場合においても、システム全体として、電気負荷設備1と熱負荷設備2との両方の需要に対応できるよう構成され、電源設備3で発生した排熱が熱源設備4で利用される構成とする。このようなシステムを「熱電併給システム100」と呼ぶ。
The
熱電併給システム100は、電気と熱とを発生するが、電気と熱とのエネルギー量の割合によって、熱電併給システム100の効率は変化する。電源設備3が電気を発生させる際には、電源設備3から排熱が電気と同時に発生する。電源設備3が、電気負荷設備1の使用量に合わせて電気の発生を行った場合、電源設備3の持つ特性に応じて排熱量が決定する。排熱は、熱源設備4によって熱負荷設備2で使えるように変換される。熱負荷設備2で消費される使用量よりも多い分の排熱は不要となるため、有効活用されず捨てられる。ここで「捨てる」とは、自然放熱、または、冷却塔を介した放熱を指す。このため、電源設備3に投入された燃料のエネルギーのうち、捨てられた排熱の分は有効活用されなかったエネルギーとなるため、システム全体のエネルギー効率は低下する。
The combined heat and
熱電併給システム100が発生する電気とそれに伴い発生する熱の割合のことを熱電比と呼ぶ。ここで、「熱」には、電源設備3で発生する排熱と、熱源設備4で発生する熱と、の両方が含まれる。熱電併給システム100の熱電比は、熱電併給システム100の特性で決定する。熱電比は、熱電併給システム100によって固定の値しか取れない場合、または、或る範囲の中で熱電比を変化させることができる場合がある。しかしながら、電源設備3に投入した燃料のエネルギーを全て電気に変換することは、電源設備3を構成する発電機の原理上、不可能であるため、熱電比はあらゆる値を取ることはない。
The ratio of the electricity generated by the combined heat and
電気負荷設備1と熱負荷設備2とで使用される電気と熱との割合が、熱電併給システム100の熱電比に近いほど、熱電併給システム100は無駄なくエネルギーを使用できることになる。一般に、事務所ビルなどの施設は、電気負荷設備1の使用量が多く、熱負荷設備2の熱使用量が少ないため、既存の熱電併給システム100とは熱電比が合わない場合がある。一方、病院およびホテルなど熱の利用が大きい施設では、既存の熱電併給システム100と熱電比が近くなる場合が多く、効率の良いエネルギー利用が実現できる。このように、熱電併給システム100は、エネルギー使用側の電気負荷設備1および熱負荷設備2における熱と電気の使用量に基づいて、効率、つまり、投入したエネルギーのうち有効に活用されたエネルギーの割合が変わる。
The closer the ratio of electricity and heat used by the electric load equipment 1 and the
次に、災害時の施設5Aにおけるエネルギー利用について説明する。災害時は、災害のレベルによって、施設5Aのエネルギー利用の実態が変わるが、ここでは、電気および燃料が施設5Aの外部から調達できなくなった場合、または、調達量に制限がある場合を考える。「制限がある」とは、停電しているが蓄電池からの放電が可能な場合、燃料の新たな調達はできないが燃料の備蓄がある場合、電気が輪番停電しており停電する時間があるが使用できる時間もある場合、などがある。
Next, energy usage in the
災害時には、時代または地域の要請に応じて、施設5Aに対して、自立した運転を継続する目安、または、目標となる「エネルギー持続目標時間」が与えられる。
In the event of a disaster, the
災害の規模にもよるが、災害発生後、72時間は生存者の救助が優先される。このため、避難者に対する支援物資および援助が本格的に始まるのは、災害発生後72時間以降であると言われている。また、電気およびガスなどのエネルギーインフラの復旧にも相応の時間がかかることから、施設5Aに対し、最低72時間、理想的には1週間程度のエネルギー的な自立が望まれる。このように、「エネルギー持続目標時間」とは、施設5Aが、支援物資および援助を受けずに、エネルギー的に自立した運転を継続する目標となる期間である。なお、上記の72時間および1週間などの値は、単なる一例であり、これに限定されない。
Depending on the scale of the disaster, rescuing survivors is prioritized for 72 hours after a disaster occurs. For this reason, it is said that relief supplies and aid for evacuees will not begin in earnest until 72 hours after the disaster occurs. Furthermore, since it takes a considerable amount of time to restore energy infrastructure such as electricity and gas, it is desirable for
エネルギーの調達が制限されて、施設5Aをエネルギー的に自立して運用する自立運転を「エネルギー持続目標時間」のあいだ、継続する場合、エネルギーの使用を場合によっては制限する必要がある。例えば、電気の需要を満たすために燃料を消費して発電機を稼働する場合、将来の電気の需要が分かっていれば、燃料の残量および発電機の特性に基づいて、発電機が稼働できる稼働可能時間を予測できる。また、予測した稼働可能時間が、「エネルギー持続目標時間」を下回る場合は、一部の電気の需要を満足させることを諦め、重要度または緊急度に応じて、あるいは、人の判断に応じて、選ばれた需要に対してのみ電気を供給する。
If energy procurement is restricted and the
施設5Aには、電気負荷設備1と熱負荷設備2が存在することは前述の通りである。熱電併給システム100では、熱電比によって効率が変わることも前述の通りである。エネルギーの調達が制限された時に、施設5Aの電気負荷設備1の電気の使用量と熱負荷設備2の熱の使用量との比率と、電気と熱の使用量全体と、を変えることで、予め設定された「エネルギー持続目標時間」の間、自立運転を継続できるようにする。
As mentioned above, the electric load equipment 1 and the
図4は、実施の形態1に係る熱電併給システム100において、熱電比を変えることでエネルギーの使用量を減少させ、エネルギー持続目標時間を延長させる例を示す図である。図4(a)は、熱電比を改善する前のグラフを示し、図4(b)は、熱電比を改善した後のグラフを示している。図4(a)および図4(b)は、それぞれ、需要量を表す棒グラフと供給量を表す棒グラフの2本を示している。また、下記の説明においては、電源兼熱源設備30が設けられた図3の構成を例に挙げて説明している。
FIG. 4 is a diagram illustrating an example of reducing the amount of energy used and extending the target energy duration time by changing the thermoelectric ratio in the combined heat and
図4(a)の左側のグラフに示すように、改善前において、電気の需要D1と、熱としての冷水の需要D2と、がある。電気の需要D1の方が、冷水の需要D2より多い。このとき、図4(a)の右側のグラフに示すように、電気の需要D1は、電源兼熱源設備30で生成される電気の供給G1で満足している。冷水の需要D2は、電源兼熱源設備30から生じた排熱G2を、熱源設備4である排熱投入型吸収冷凍機を介して冷水に変換することで、満足している。電源兼熱源設備30の排熱のうち、冷水の生成に使用されなかった排熱G3があり、当該排熱G3は、使用されずに捨てられている。
As shown in the graph on the left side of FIG. 4(a), before the improvement, there is a demand D1 for electricity and a demand D2 for cold water as heat. The demand for electricity D1 is greater than the demand for cold water D2. At this time, as shown in the graph on the right side of FIG. 4A, the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/
そこで、排熱G3が少なくなるように、電気の需要D1を減らし、冷水の需要D2を増加させるという改善を行うことが望ましい。そこで、そのような改善を実現させるために、各設備1~4の運用方法の変更を行う。 Therefore, it is desirable to reduce the electricity demand D1 and increase the cold water demand D2 so that the waste heat G3 is reduced. Therefore, in order to realize such improvements, the operating methods of each of the facilities 1 to 4 will be changed.
具体的には、電気負荷設備1を構成する個別分散式空調機については、電気の需要D1を減らすために、運転対象外とするエリアを作り、当該エリアでは個別分散式空調機の運転を停止する。一方、熱負荷設備2を構成する中央熱源式空調機2aについては、エリアの運転を増やす。このように、電気負荷設備1および熱負荷設備2の運用方法を変更する。当該変更は、単純に個別分散式空調機を停止する、あるいは、避難者の避難場所を中央熱源式空調機のエリアに変更するなどの、施設5Aの運用方法の変更で実現することができる。避難者の避難場所を、中央熱源式空調機で空調を行っているエリアに変更することで、個別分散式空調機を運転させなくてもよく、中央熱源式空調機の運転量が増える。施設5A内でこのような状況を作るように、施設5Aの運用方法の変更で、電気負荷設備1および熱負荷設備2の運用方法の変更を実現する。
Specifically, for the individual distributed air conditioners that constitute the electrical load equipment 1, in order to reduce the electricity demand D1, an area is created where they are not subject to operation, and the operation of the individual distributed air conditioners is stopped in that area. do. On the other hand, regarding the central heat source
図4(b)の左側のグラフに示すように、改善後においては、改善前と比較すると、電気の需要D1が減少し、冷水の需要D2が増加している。図4(b)の右側のグラフに示すように、電気の需要D1は、電源兼熱源設備30で生成される電気の供給G1で満足している。冷水の需要D2は、電源兼熱源設備30から生じた排熱G2を、熱源設備4である排熱投入型吸収冷凍機を介して冷水に変換して満足している。電源兼熱源設備30の排熱のうち、冷水の生成に使用されなかった排熱G3があるが、改善前に比べると、排熱G3は減少している。
As shown in the graph on the left side of FIG. 4(b), after the improvement, compared to before the improvement, the demand for electricity D1 has decreased and the demand for cold water D2 has increased. As shown in the graph on the right side of FIG. 4(b), the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/
このように、改善後においては、個別分散式空調機1bが消費していた電気が削減されるため、電気の需要D1が減少する。この減少分だけ、電源兼熱源設備30の発電量を減らすことができる。つまり、電源兼熱源設備30の消費する燃料が減少する。
In this way, after the improvement, the electricity consumed by the individual distributed
個別分散式空調機1bを単純に停止している場合、冷水の需要D2は変わらない。避難者の避難場所を変更して中央熱源式空調機2aの運転量を増やした場合、冷水の需要D2は増える。いずれの場合も、電気の需要D1が減少し、冷水の需要D2は変わらないかあるいは増加するので、電気に対する熱の使用量の比率は増加する。
If the individual distributed
冷水の需要D2が増えた分、電源兼熱源設備30が排熱から冷水を生成する量が増えるため、排熱G2の利用量は増える。発電量が減少した分、排熱量も減少するが、排熱量の減少量の絶対値と排熱の利用量の増加分との和が、改善前の排熱G3を下回る範囲であれば、冷水の需要D2を不足なく満足できる。
As the demand for cold water D2 increases, the amount of cold water generated by the power source and
避難者の避難場所を変更して、中央熱源式空調機2aの運転量を増やすことで、冷水の需要D2が増えている場合は、必要となる需要D1およびD2を満たした上で、電源兼熱源設備30の消費する燃料を削減できている。また、単純な個別分散式空調機の停止による電気の需要を減らす手法を、避難場所の変更の手法に組み合わせることで、さらに消費する燃料を削減できる。
If the demand for cold water D2 increases by changing the evacuation site for evacuees and increasing the operation amount of the central heat
以上のように、需要D1およびD2の熱電比を変更するように、各設備1~4の制御の変更、あるいは、施設5Aの運用方法の変更を行うことで、エネルギーの消費を削減し、施設5Aが自立運転を継続する「エネルギー持続目標時間」を延長することができる。
As described above, by changing the control of each facility 1 to 4 or changing the operation method of
設備1~4の制御は、電気の需要D1を減らす方向だけに限らず、電気の需要D1を増やす方向も検討する場合がある。 The control of the equipment 1 to 4 is not limited to reducing the electricity demand D1, but may also consider increasing the electricity demand D1.
図5は、実施の形態1に係る熱電併給システム100において、電気の需要D1を増やし、温水の熱の需要を減らして、熱電比を変えることで、エネルギーの使用量を減少させ、エネルギー持続目標時間を延長させる例を示す図である。図5(a)は、熱電比を改善する前のグラフを示し、図5(b)は、熱電比を改善した後のグラフを示している。図5(a)および図5(b)は、それぞれ、需要量を表す棒グラフと供給量を表す棒グラフの2本を示している。
FIG. 5 shows that in the combined heat and
図5(a)の左側のグラフに示すように、改善前において、電気の需要D1と、熱としての温水の需要D2と、がある。電気の需要D1の方が、温水の需要D2より少ない。このとき、電気の需要D1は、電源兼熱源設備30で生成される電気の供給G1で満足している。温水の需要D2は、電源兼熱源設備30の排熱を、熱交換器を介して温水に変換し供給するが、それだけでは不足する。このため、熱源設備4を構成するボイラーで、不足分の温水BOを生成している。
As shown in the graph on the left side of FIG. 5(a), before the improvement, there is a demand D1 for electricity and a demand D2 for hot water as heat. The demand for electricity D1 is smaller than the demand for hot water D2. At this time, the electricity demand D1 is satisfied by the electricity supply G1 generated by the power source/
図5(b)の左側のグラフに示すように、改善後においては、改善前と比較すると、電気の需要D1が増加し、温水の需要D2が減少している。 As shown in the graph on the left side of FIG. 5(b), after the improvement, compared to before the improvement, the demand for electricity D1 increases and the demand for hot water D2 decreases.
このように、改善後において、電気の需要D1が増えるように、各設備1~4の制御、または、施設5Aの運用方法の変更を行っているので、電源兼熱源設備30の発電量は増加している。このため、電源兼熱源設備30の燃料の消費量は増加する。一方、電源兼熱源設備30で発生する排熱も増えるため、排熱から生成した温水も増加する。温水の需要D2に対する供給量の不足分が減少するため、熱源設備4を構成するボイラーの運転は減少する。このため、熱源設備4を構成するボイラーの燃料の消費量は減少する。電源兼熱源設備30の燃料の消費量の増加量が、熱源設備4を構成するボイラーの燃料消費量の減少分を下回る分だけ、燃料の消費量を削減することができる。
In this way, after the improvement, the control of each of the facilities 1 to 4 or the operating method of the
図18は、実施の形態1に係る運転計画装置13が設けられた施設5Aの構成の一例を示す平面図である。施設5Aは、図18に示すように、複数のエリアR1~R5を有している。各エリアR1~R5は、例えば、施設5Aの居室空間で、互いに壁などにより仕切られている。各エリアR1~R5には、電気負荷設備1を構成する電灯1aが設けられている。また、エリアR1には、熱負荷設備2を構成する中央熱源式空調機2aが設けられている。一方、エリアR2~R5には、電気負荷設備1を構成する個別分散式空調機1bが設けられている。
FIG. 18 is a plan view showing an example of the configuration of a
そのため、避難者全員をエリアR1に滞在させるように施設5Aの運用方法を決定すると、温水または冷水の需要D2が増加し、電気の需要D1は減少させることができる。また、避難者全員をエリアR2~R5に分かれて滞在させるように施設5Aの運用方法を決定すると、温水または冷水の需要D2を減少させることができるが、電気の需要D1は増加する。また、避難者全員をエリアR2~R5のうちの1つに滞在させるように施設5Aの運用方法を決定すると、温水または冷水の需要D2を減少させることができるとともに、電気の需要D1を減少させることができる。但し、この場合、当該エリアに避難者が密集することになるので、避難者が不快感を覚える可能性がある。このように、施設5Aの運用方法を決定することで、電気負荷設備1および熱負荷設備2の運用方法も自ずと決定される。さらに、それにより、電気の負荷および熱の負荷が決まるため、それに応じて、電源設備3および熱源設備4の運転計画を生成することができる。
Therefore, if the operation method of the
図6は、実施の形態1に係る運転計画装置13の構成を示す構成図である。運転計画装置13は、図6に示すように、データ取得部101と、エネルギー残量取得部102と、負荷予測部103と、設備運転計画部104と、エネルギー消費量計算部105と、負荷制御検討部106と、出力部107と、を有する。
FIG. 6 is a configuration diagram showing the configuration of the
データ取得部101は、監視制御装置11が予め保持している登録データ6、センサ10から収集される計測データ7、外部との通信で得られる外部データ8、施設管理者などが入力する入力データ9のうちの少なくとも1つのデータを取得する。なお、登録データ6は、監視制御装置11が有する記憶部12に予め記憶されている。センサ10が計測した計測データ7は、有線または無線による通信によって、センサ10からデータ取得部101に送信される。外部データ8は、インターネット20および通信機器16を介して、データ取得部101が、インターネット20上のコンテンツ21からダウンロードする。入力データ9は、施設管理者などが、スマートフォン17に入力する。スマートフォン17は、通信機器16を介して、入力データ9をデータ取得部101に送信する。
The
ここで、データ取得部101によって取得される各データ6~9の例について説明する。なお、下記の例は、単なる一例であり、これらに限定されない。また、各データ6~9は、下記の例のうち、少なくとも1つのデータを含んでいればよい。
Here, examples of each
登録データ6は、例えば、施設5Aの棟数、施設5Aの延床面積、施設5Aの使用用途、施設5Aの使用用途別の延床面積、施設5Aの地理的な配置、施設5Aの建物の壁の寸法と建材の構造、施設5Aの断熱性能、施設5Aに設けられた窓などの開口部の寸法と構造、などを含む、建築設計のデータを含んでいる。登録データ6は、さらに、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4などの、施設5Aに設置された設備1~4ごとの台数、設備1~4ごとの能力、設備1~4ごとの容量、設備1~4ごとの効率、設備1~4ごとの運転の制約、設備1~4ごとの運転の変化率の制約、設備1~4間の接続関係、などの、設備仕様のデータを含む、設備設計のデータを含んでいてもよい。
The
入力データ9は、施設管理者または利用者が携帯する、スマートフォン17に入力されたデータを含んでいる。また、入力データ9は、施設管理者または利用者が携帯する、持ち運び可能なカメラ、可搬センサ、または、可搬記録装置によって取得されたデータを含んでいてもよい。また、入力データ9は、施設管理者または利用者が目視により確認してスマートフォン17などに入力したデータを含んでいてもよい。さらに、入力データは、施設管理者または利用者が携帯する、持ち運び可能なデバイスを介して収集したアンケート結果のデータを含んでいてもよい。また、入力データ9は、施設管理者または利用者が判断した結果のデータを含んでいてもよい。
The
計測データ7は、各センサ10が計測したデータである。計測データ7は、例えば、施設5A内のセンサ10が設置された場所における温度、湿度、照度、流量、圧力、並びに、電源設備3または電気負荷設備1における電力、電力量、などを含む、物理量のデーを含んでいる。さらに、計測データ7は、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4などの、施設5Aに設置された設備1~4ごとの、各設備の発停、運転モード、異常、などを含む、設備の運用状態のデータを含んでいてもよい。また、計測データ7は、施設5A、施設5Aの各部屋、または、地域50(図8参照)に対して、出入りした人の人数または個人データ、などを含む、人流のデータを含んでいてもよい。
The
外部データ8は、インターネット20を介して配信される、気象観測値、気象予報値、災害情報、災害に対応する活動の情報、電気と燃料のインフラの復旧の情報、ソーシャルネットワークサービスの情報、連携している遠隔地の監視制御装置11Xから授受する情報、のうち、少なくとも1つを含んでいる。
エネルギー残量取得部102は、電源設備3と熱源設備4との運転を継続したい時間を表す「エネルギー持続目標時間」が経過するまでのあいだに使用可能なエネルギーの残量を取得する。エネルギー残量取得部102は、例えば、施設5Aに予め備蓄された燃料の量に基づいて、使用可能なエネルギーの残量を計算する。
The remaining energy
負荷予測部103は、データ取得部101が取得したデータに基づいて、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Aの運用方法を、暫定的に決定する。負荷予測部103は、例えば、施設5A内の避難者が滞在する空間、過ごし方、人数、気象情報、施設5Aの断熱性能に基づいて、空調機または換気装置(図示せず)による換気の稼働量、空調機の稼働量、電灯1aの稼働量を含む電気負荷設備1と熱負荷設備2との稼働量を計算し、電気の負荷の予測値および熱の負荷の予測値を計算する。負荷予測部103が計算する電気の負荷の予測値および熱の負荷の予測値は、「エネルギー持続目標時間」が経過するまでの間の電気負荷設備1の負荷の予測値と熱負荷設備2の負荷の予測値である。
Based on the data acquired by the
設備運転計画部104は、負荷予測部103が計算した負荷の予測値に基づいて、電気負荷設備1の負荷と熱負荷設備2の負荷を満足するように、電源設備3および熱源設備4の運転計画を生成する。すなわち、設備運転計画部104は、図4(a)または図5(a)の左側のグラフの需要を満たすように、電源設備3および熱源設備4の運転計画を生成する。設備運転計画部104における運転計画の生成方法は、例えば、下記のいずれかの方法を用いればよい。
(1)予め設定されたルールに従うルールベースで、電気負荷および熱負荷の予測値を満足するように、電源設備3と熱源設備4の稼働量を順番に割りあてる方法。
(2)はじめに電源設備3と熱源設備4の稼働量の初期値を適当に与え、そこから、繰り返し演算を行って、負荷を満足するような電源設備3と熱源設備4の稼働量をアルゴリズムに従い探索する方法。
(3)電源設備3と熱源設備4のエネルギー消費量の合計値が最小となるように、電源設備3と熱源設備4の稼働量を決定する最適化問題を立案し、最適解を求める方法。
The equipment
(1) A method of sequentially allocating the operating amounts of the
(2) First, give an appropriate initial value for the operating amount of the
(3) A method of formulating an optimization problem to determine the operating amount of the
エネルギー消費量計算部105は、設備運転計画部104が生成した電源設備3および熱源設備4の運転計画に基づいて、「エネルギー持続目標時間」が経過するまでの電源設備3および熱源設備4のエネルギー消費量、すなわち、燃料の消費量を計算する。エネルギー消費量は、燃料の種別毎に計算される。
The energy
負荷制御検討部106は、エネルギー消費量計算部105が計算したエネルギー消費量が減少するように、電気負荷設備1と熱負荷設備2とにおける電気と熱との消費量の比率を改善する方法を検討する。具体的には、負荷制御検討部106は、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Aの運用方法のうちの、少なくとも1つの運用方法を検討する。負荷制御検討部106は、まず、エネルギー消費量計算部105が計算したエネルギー消費量に基づいて、エネルギーの不足量を計算する。具体的には、負荷制御検討部106は、まず、燃料の種別毎に、エネルギー残量取得部102が取得したエネルギーの残量を取得する。次に、負荷制御検討部106は、燃料の種別毎に、エネルギーの残量と、エネルギー消費量計算部105が計算したエネルギーの消費量と、を比較して、不足量を計算する。次に、負荷制御検討部106は、計算した不足量に基づいて、エネルギーの不足の有無を判定し、不足がある場合は、電気負荷設備1、熱負荷設備2、施設5Aの運用方法を変更し、変更後の運用方法を負荷予測部103に送信する。一方、エネルギーの不足がない場合は、負荷制御検討部106は、その時点における、電気負荷設備の運用方法、熱負荷設備の運用方法、および、施設5Aの運用方法を、出力部107に送信する。
The load
出力部107は、負荷制御検討部106が検討した、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法のうち、少なくとも1つを出力する。出力部107の出力方法としては、監視制御装置11を構成している計算機のディスプレイに表示する、あるいは、施設管理者のスマートフォン17に送信する。あるいは、出力部107は、施設5A内に設置された表示装置(図示せず)に表示するか、または、施設5A内に音声メッセージで放送し、施設5Aの運用方法が変更されたことを施設管理者および避難者に報知する。
The
ここで、監視制御装置11および運転計画装置13のハードウェア構成について説明する。監視制御装置11および運転計画装置13は処理回路から構成される。処理回路は、専用のハードウェア、または、プロセッサから構成される。専用のハードウェアは、例えば、ASIC(Application Specific Integrated Circuit)またはFPGA(Field Programmable Gate Array)などである。プロセッサは、メモリに記憶されるプログラムを実行する。記憶部12はメモリから構成される。メモリは、RAM(Random Access Memory)、ROM(Read Only Memory)、フラッシュメモリ、EPROM(Erasable Programmable ROM)などの不揮発性または揮発性の半導体メモリ、もしくは、磁気ディスク、フレキシブルディスク、光ディスクなどのディスクである。
Here, the hardware configurations of the
図7は、実施の形態1に係る運転計画装置13が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法を出力する際のフローを示すフローチャートである。
FIG. 7 is a flowchart showing a flow when the
ステップS01では、負荷予測部103は、監視制御装置11が保持する登録データ6と、データ取得部101が取得したデータ7~9と、を用いて、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法を決定する。施設5Aの運用方法は、避難者を滞在させる空間、避難者の滞在時の過ごし方、避難者の人数、を含む。すなわち、負荷予測部103は、何人の避難者をどの空間(エリア)に滞在させて、避難者の起床時間および就寝時間を何時にするか、などを、施設5Aの運用方法として決定する。これにより、どのエリアの空調を行うかが決定するため、電気負荷設備1を構成する個別分散式空調機1bを何台稼働させるか、あるいは、熱負荷設備2を構成する中央熱源式空調機2aを何台稼働させるかが、決定できる。さらに、電灯1aは、避難者が滞在する空間(エリア)で、起床時間から就寝時間までの間、稼働するため、電灯1aを何時間および何台稼働させるかを、決定できる。これにより、負荷予測部103は、電気負荷設備1の運用方法、および、熱負荷設備2の運用方法を決定する。
In step S01, the
次に、ステップS02では、負荷予測部103は、ステップS01で決定した運用方法に基づいて、「エネルギー持続目標時間」が経過するまでの未来の電気負荷の予測値および熱負荷の予測値を計算する。
Next, in step S02, the
次に、ステップS03では、設備運転計画部104は、ステップS02で計算した電気負荷の予測値および熱負荷の予測値を満足するように、電源設備3と熱源設備4との運転計画を計算する。
Next, in step S03, the equipment
次に、ステップS04では、エネルギー消費量計算部105は、ステップS03で計算した電源設備と熱源設備との運転計画に基づいて、エネルギー消費量、すなわち、燃料の消費量を計算する。エネルギー消費量は、燃料の種別毎に計算される。
Next, in step S04, the energy
次に、ステップS05では、負荷制御検討部106は、ステップS04で計算したエネルギー消費量に基づいて、エネルギーの不足量を計算する。負荷制御検討部106は、燃料の種別毎に、エネルギーの残量とエネルギーの消費量とを比較して、エネルギーの不足量を計算する。
Next, in step S05, the load
次に、ステップS06では、負荷制御検討部106は、ステップS05で計算したエネルギーの不足量に基づいて、エネルギーの不足の有無を判定する。エネルギーの不足がある場合は、ステップS07に進み、一方、エネルギーの不足がない場合は、ステップS08に進む。
Next, in step S06, the load
ステップS07では、負荷制御検討部106は、「エネルギー持続目標時間」を達成できるように、負荷の熱電比を改善するために、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法を変更する。そして、変更後の運用方法に更新して、ステップS02に戻って処理を繰り返す。
In step S07, the load
一方、ステップS08では、出力部107が、その時点での、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法を出力する。
On the other hand, in step S08, the
なお、ここでは、負荷予測部103および負荷制御検討部106が出力する運用方法が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法であると説明したが、その場合に限定されない。負荷予測部103および負荷制御検討部106が出力する運用方法は、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法のうちの、少なくとも1つでもよい。同様に、出力部107が出力する運用方法も、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法のうちの、少なくとも1つでもよい。
In addition, it has been explained here that the operation methods output by the
以上のように、実施の形態1では、監視制御装置11は、運転計画装置13が出力した運用方法に従って、電気負荷設備1および熱負荷設備2の運用を制御する。または、監視制御装置11は、運転計画装置13が出力した運用方法を施設管理者に提示し、必要に応じて、施設管理者からの修正を受けたうえで、電気負荷設備1および熱負荷設備2の運用を制御する。この場合、施設管理者は、監視制御装置11を構成している計算機にインターフェイスを用いて直接修正内容を入力してもよいし、あるいは、スマートフォン17から入力してもよい。
As described above, in the first embodiment, the
実施の形態1では、監視制御装置11が、エネルギー持続目標時間を達成するように、負荷の熱電比を改善する電源設備および熱源設備の運転計画を生成し、負荷の制御を行う。これにより、電気および熱などのエネルギーを利用するシステム全体でエネルギー供給を所望の時間継続できるといった、従来にない顕著な効果を奏することができる。
In the first embodiment, the
また、実施の形態1では、監視制御装置11は、運転計画装置13が出力した施設5Aの運用方法を施設管理者に提示する。または、監視制御装置11は、施設5A内の表示装置に表示または放送する。このようにして、施設5Aの運用方法が決定または変更されたことを、施設管理者および避難者に対して報知し注意を促す。
Furthermore, in the first embodiment, the
実施の形態1によれば、自立運転を継続したい「エネルギー持続目標時間」のあいだの運転継続を達成するために、熱電比を改善する。そして、熱電比を改善した、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Aの運用方法のうち、少なくとも1つの方法を得ることができるので、災害時の運転継続のニーズを達成した施設5Aの運用が可能となる。
According to Embodiment 1, the thermoelectric ratio is improved in order to achieve continuous operation during the "target energy duration time" for which self-sustaining operation is desired. Since it is possible to obtain at least one of the methods of operating the electric load equipment 1, the method of operating the
実施の形態2.
本開示に係る監視制御装置11および運転計画装置13は、単一の施設5Aだけではなく、複数の施設5Bおよび5Cを含む地域50全体にも適用することができる。
The
図8は、実施の形態2に係る熱電併給システム100に設けられた監視制御装置11Bおよび11Cの構成を示す構成図である。図8に示す例では、地域50には、複数の施設5Bおよび5Cが所属している。図8の例では、地域50に、1つの施設5Bと3つの施設5Cとが設置されているが、図8は単なる一例であって、図8の例に限定されない。
FIG. 8 is a configuration diagram showing the configuration of monitoring and
各施設5Bおよび5Cには、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4が設置されている。図8の例では、地域50全体を統括する施設5Bに、運転計画装置13および記憶部12を含む監視制御装置11Bが設置されている。施設5Bには、さらに、電源設備3、熱源設備4、センサ10、通信機器16が、設置されている。運転計画装置13、記憶部12、電源設備3、熱源設備4、センサ10、および、通信機器16の構成および動作については、実施の形態1と同じであるため、ここでは、その説明を省略する。但し、実施の形態2では、運転計画装置13が、他の施設である施設5Cに設置された電気負荷設備1および熱負荷設備2の運用方法、および、施設5Cの運用方法についても決定する。この点が、実施の形態1と異なる。
Each
各施設5Cは、施設5Bとは異なる構成を有している。これらの3つの施設5C同士の構成は同じであるため、図8では、一部の図示を省略している。施設5Cには、監視制御装置11C、入退室管理システム18、電気負荷設備1、熱負荷設備2、センサ10、通信機器16が、設置されている。監視制御装置11Cは、自身の施設5Cの各設備の情報を収集し、施設5Bに設置された監視制御装置11Bに対して、当該情報を提供する。
Each
すなわち、施設5Cに設置された監視制御装置11Cは、運転計画装置13を有していない。そのため、電気負荷設備1および熱負荷設備2の運用方法、および、施設5Cの運用方法については、施設5Bの運転計画装置13が決定する。施設5Cに設置された監視制御装置11Cは、施設5Bの運転計画装置13が決定した運用方法に従って、電気負荷設備1および熱負荷設備2の運用、および、施設5Cの運用を行う。
That is, the
図8の例では、電源設備3と熱源設備4とが監視制御装置11Bと同じ施設5Bに設置されているが、このことは重要ではない。重要なことは、災害時において、地域50にエネルギーを供給できる場所に、電源設備3および熱源設備4が設置されていることである。従って、災害時において地域50の監視制御が可能なように監視制御装置11Bの機能が提供されれば良いため、電源設備3と熱源設備4との設置位置を特に限定する必要はない。また、例えば、監視制御装置11Bは、インターネット20を介して、クラウド上で機能を提供してもよい。
In the example of FIG. 8, the
図9は、実施の形態2に係る運転計画装置13の構成を示す構成図である。図6と図9とを比較すると分かるように、図9においては、図6に示した運転計画装置13の機能のうち、負荷制御検討部106がインターネット20を介して地域50の外側に配置されている。すなわち、図9の例では、運転計画装置13の機能を、第1グループ13aと第2グループ13bとに分けている。第1グループ13aには、負荷制御検討部106が含まれている。第2グループ13bには、データ取得部101と、エネルギー残量取得部102と、負荷予測部103と、設備運転計画部104と、エネルギー消費量計算部105と、出力部107と、が含まれる。また、第1グループ13aおよび第2グループ13bは、互いに通信を行うために、それぞれ、第1通信部108aおよび第2通信部108bを有している。そのため、第1グループ13aと第2グループ13bとの間の通信は、第1通信部108aおよび第2通信部108bを介して行われる。
FIG. 9 is a configuration diagram showing the configuration of the
なお、図9の例では、負荷制御検討部106のみが第1グループ13aに所属して地域50の外側に配置されているが、この場合に限定されない。すなわち、データ取得部101、エネルギー残量取得部102、負荷予測部103、設備運転計画部104、エネルギー消費量計算部105、および、出力部107のうちの少なくとも1つを、同様に、第1グループ13aに所属させて地域50の外側に配置するようにしてもよい。
Note that in the example of FIG. 9, only the load
このように、運転計画装置13が有する、データ取得部101、エネルギー残量取得部102、負荷予測部103、設備運転計画部104、エネルギー消費量計算部105、負荷制御検討部106、および、出力部107は、任意の組み合わせで、第1グループ13aと第2グループ13bとに分けてよい。また、グループの個数も、2個以上の任意の個数であってもよい。すなわち、運転計画装置13が有するこれらの部101~107のうちの少なくとも1つが第1グループ13aに所属し、残りの部のうち少なくとも1つが第2グループ13bに所属していればよい。そして、さらに残りの部が、第3グループ、または、第4グループ、・・・に所属していてもよい。
In this way, the
上記の実施の形態1では、運転計画装置13が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Aの運用方法を出力している(図7のステップS08参照)。実施の形態2では、運転計画装置13が、施設5Aの運用方法の代わりに、施設5Bおよび5Cまたは地域50の運用方法を出力する。
In the first embodiment described above, the
図10は、実施の形態2に係る運転計画装置13が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を出力する際のフローを示すフローチャートである。
FIG. 10 is a flowchart when the
図7と図10とを比較すると分かるように、図10においては、図7のステップS01、ステップS07、および、ステップS08の代わりに、ステップS01A、ステップS07A、および、ステップS08Aが設けられている。他のステップの動作については、図7と同じであるため、同一符号を付して示し、ここでは、その説明を省略する。 As can be seen by comparing FIG. 7 and FIG. 10, in FIG. 10, step S01A, step S07A, and step S08A are provided instead of step S01, step S07, and step S08 in FIG. . The operations in other steps are the same as those in FIG. 7, so they are indicated by the same reference numerals, and the explanation thereof will be omitted here.
図10のステップS01Aでは、負荷予測部103は、監視制御装置11が保持する登録データ6と、データ取得部101が取得した収集したデータ7~9と、を用いて、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を決定する。
In step S01A of FIG. 10, the
図10のステップS07Aでは、負荷制御検討部106は、熱電比を改善させて、「エネルギー持続目標時間」を達成するように、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を変更する。そして、ステップS02に戻って処理を繰り返す。
In step S07A of FIG. 10, the load
図10のステップS08Aでは、出力部107は、その時点での、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法のうち、少なくとも1つを出力する。
In step S08A of FIG. 10, the
以上のように、実施の形態2によれば、地域50において、エネルギー供給の自立運転を継続したい「エネルギー持続目標時間」のあいだの運転継続を達成するために熱電比を改善した運用方法を得ることができる。なお、当該運用方法は、地域50の運用方法に限定せず、例えば、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Bおよび5Cまたは地域50の運用方法のうち、少なくとも1つの運用方法であってもよい。これにより、災害時の運転継続のニーズを達成させた、施設5Bおよび5Cの運用、並びに、地域50の運用が可能となる。
As described above, according to the second embodiment, an operation method is obtained in which the thermoelectric ratio is improved in order to achieve continuous operation during the "energy sustainment target time" for which self-sustaining operation of energy supply is desired to be continued in
実施の形態3.
上記の実施の形態1および2で示した運用方法は、予め設定した評価関数を用いて評価して、評価値を最小化する最適化問題として求めるようにしても良い。実施の形態3においては、その場合について、以下に説明する。ここでは、図8に示す実施の形態2の構成に実施の形態3を適用させた場合を例に挙げて説明する。
The operating methods described in the first and second embodiments above may be evaluated using a preset evaluation function and determined as an optimization problem that minimizes the evaluation value. In
評価関数の例としては、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法の変更により、施設5Bおよび5Cまたは地域50の受ける影響を指標化する評価関数が挙げられる。具体例として、個別分散式空調機1bおよび中央熱源式空調機2aなどの空調機の運転を制限すると、室内の温熱環境は悪化する。夏季であれば、室内の温度および湿度が上昇して、暑熱な環境へ近づく。また、冬季であれば、室内の温度が下降し、寒冷な環境へ近づく。このような温熱快適性を示す影響指標を、評価関数の指標として用いることができる。このように、影響指標は、影響の度合いを指標化したものである。
An example of an evaluation function is the effect on
影響指標は、温熱快適性だけではなく、光環境の快適性、「エネルギー持続目標時間」のうち設備を使用できる時間の割合、または、センサ10の計測データ7などを、影響指標として用いてもよい。
In addition to thermal comfort, the impact index may also be the comfort of the light environment, the percentage of time that the equipment can be used out of the "target energy duration", or the
あるいは、施設5Bまたは5Cの管理者が、施設5Bまたは5Cの所有者または利用者に金銭的なペナルティを支払う契約が成立している場合には、ペナルティの支払額を評価関数の指標として用いてもよい。例えば、電気負荷設備1、熱負荷設備2、および、施設5Bおよび5Cまたは地域50の運用方法を変更すると、何らかの影響が出る。そのとき、その影響の大きさに応じて、施設の管理者が施設の所有者または利用者に金銭的なペナルティを支払う契約が成立しているとする。このような場合に、ペナルティの支払額を評価関数の指標として用いてもよい。
Alternatively, if a contract has been established in which the manager of
図11は、実施の形態3に係る運転計画装置13が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を出力する際のフローを示すフローチャートである。
FIG. 11 is a flowchart when the
図10と同様に、ステップS01Aでは、負荷予測部103は、監視制御装置11が保持する登録データ6と、データ取得部101が取得した収集したデータ7~9と、を用いて、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を、暫定的に決定する。このとき、負荷予測部103は、上述したように、例えば、はじめに施設5Bおよび5Cまたは地域50の運用方法を決定した後、電気負荷設備1および熱負荷設備2の運用方法を決定する。
Similarly to FIG. 10, in step S01A, the
次に、ステップS10では、負荷制御検討部106は、ステップS01Aで決定された運用方法に基づいて、影響指標を最小化する最適化問題を立式する。あるいは、評価関数にペナルティの支払額を用いる場合は、負荷制御検討部106は、影響指標の代わりに、ペナルティの支払額を最小化する最適化問題を立式する。
Next, in step S10, the load
最適化問題は、「エネルギー持続目標時間」が経過したときに、エネルギー消費量がエネルギーの残量以下となる制約条件を持つようにし、最適化の結果が「エネルギー持続目標時間」のあいだの運転継続を達成できることを担保する。 The optimization problem has a constraint that the amount of energy consumed is less than or equal to the remaining amount of energy when the "target energy duration time" has elapsed, and the result of optimization is Ensure that continuity can be achieved.
次に、ステップS11では、負荷制御検討部106は、ステップS10で立式した最適化問題を解く。「エネルギー持続目標時間」が経過したときに、エネルギー消費量がエネルギーの残量以下となる、電気負荷設備1、熱負荷設備2、施設5Bおよび5Cまたは地域50の運用方法は、無数に存在する。しかしながら、ステップS10で立式した最適化問題により、影響指標が最小化される一点を決定し、最良のものとして、電気負荷設備1、熱負荷設備2、施設5Bおよび5Cまたは地域50の運用方法が出力される。
Next, in step S11, the load
実施の形態3によれば、自立運転を継続したい「エネルギー持続目標時間」のあいだの運転継続を達成するような、熱電比を改善させた、運用方法のうち、評価関数として与えた指標の観点から最適な方法を得ることができる。当該運用方法は、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Bおよび5Cまたは地域50の運用方法のうち、少なくとも1つの運用方法である。これにより、災害時の運転継続のニーズを達成させた施設5Bおよび5Cの運用、並びに、地域50の運用が可能となる。
According to the third embodiment, the viewpoint of the index given as the evaluation function among the operation methods that improve the thermoelectric ratio so as to achieve continuous operation during the "energy duration target time" for which self-sustaining operation is desired to be continued. The optimal method can be obtained from The operating method is at least one of the operating method of the electrical load equipment 1, the operating method of the
実施の形態4.
上記の実施の形態1~3で説明した「エネルギー持続目標時間」よりも短い時間長を有する、エネルギー供給目標時間を複数計算し、それぞれの最適解を出力するようにしてもよい。実施の形態4においては、その場合について、以下に説明する。ここでは、図8に示す実施の形態2の構成に実施の形態4を適用させた場合を例に挙げて説明する。
A plurality of energy supply target times each having a time length shorter than the "energy sustaining target time" described in the first to third embodiments above may be calculated, and each optimal solution may be output. In
図12は、実施の形態4に係る運転計画装置13が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を出力する際のフローを示すフローチャートである。図11と図12との違いは、図12においては、ステップS13、S14、S15が追加され、ステップS08Aの代わりにステップS16が設けられている点である。
FIG. 12 is a flowchart when the
ステップS13は、ステップS01AとステップS10との間に設けられている。ステップS14は、ステップS11とステップS16との間に設けられている。ステップS15は、ステップS14の処理において、「NO」判定だった場合に、進むステップである。ステップS16は、ステップS14の処理において、「YES」判定だった場合に、進むステップである。 Step S13 is provided between step S01A and step S10. Step S14 is provided between step S11 and step S16. Step S15 is a step to which the process proceeds if the determination in step S14 is "NO". Step S16 is a step to which the process proceeds if the determination is "YES" in the process of step S14.
他のステップの動作については、図11と同じであるため、同一符号を付して示し、ここでは、その説明を省略する。 The operations in other steps are the same as those in FIG. 11, so they are indicated by the same reference numerals, and their explanations will be omitted here.
図12において、ステップS13では、負荷制御検討部106が、エネルギー供給目標時間の集合を設定する。エネルギー供給目標時間の集合の設定では、各エネルギー供給目標時間が、「エネルギー持続目標時間」と同じか、あるいは、短くなるように設定する。例えば、「エネルギー持続目標時間」が72時間の場合、エネルギー供給目標時間を、72時間、66時間、60時間、・・・、6時間のように、6時間刻みで設定する方法がある。なお、エネルギー供給目標時間の時間刻みは、等間隔である必要はなく、任意の時間間隔、任意の点数、時間を設定できる。
In FIG. 12, in step S13, the load
ステップS14では、負荷制御検討部106が、すべてのエネルギー供給目標時間に関し、ステップS10およびS11の処理を行ったか否かを判定する。残っているエネルギー供給目標時間があれば、ステップS15の処理に進み、そうでなければ、ステップS16の処理に進む。
In step S14, the load
ステップS15では、負荷制御検討部106が、次のエネルギー供給目標時間を設定し、ステップS13に戻り、再び最適化問題を解く。
In step S15, the load
ステップS16では、出力部107が、電気負荷設備1の運用方法、熱負荷設備2の運用方法、施設5Bおよび5Cまたは地域50の運用方法の候補を複数出力する。
In step S16, the
図13は、実施の形態4に係る運転計画装置13における複数のエネルギー供給目標時間に対する最適化の結果の影響指標をグラフにプロットして示す図である。図13において、横軸はエネルギー供給目標時間を示し、縦軸は影響指標を示す。図13では、エネルギー供給目標時間と影響指標との関係を表す平面上に、エネルギー供給目標時間と影響指標との値をプロットしている。各プロットは、72時間、66時間、60時間、・・・、6時間のように設定した、各エネルギー供給目標時間に、それぞれ対応している。また、各プロットには、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法が紐づいている。各エネルギー供給目標時間において、それぞれの運用方法を実行すると、グラフのプロットに対応する点の影響指標およびエネルギー供給目標時間の継続が実現する想定となる。運転計画装置13は、最適化の結果を図13のようにグラフで表現し、施設管理者に提示して、どの運用方法を実行するかを選択できるように構成してもよい。施設管理者が運用方法を選択する方法について、図14を用いて説明する。
FIG. 13 is a graph plotting influence indicators of optimization results for a plurality of energy supply target times in the
図14は、図13のグラフにおける複数の運用方法のうち、運用方法Aと運用方法Bとを比較した場合を示す図である。図14において、運用方法Aの影響指標はEaで、エネルギー供給継続時間はtaである。一方、運用方法Bの影響指標はEbで、エネルギー供給継続時間はtbである。ここで、影響指標EaおよびEbの大小関係は、Ea>Ebである。また、エネルギー供給時間taおよびtbの大小関係は、ta>tbである。このことから分かるように、運用方法Aは、エネルギー供給時間を長くとれる代わりに、影響指標が大きい。一方、運用方法Bは、エネルギー供給時間は短くなるが、その代わりに、影響指標を小さくできる。施設管理者は、影響指標とエネルギー供給継続時間とのトレードオフの関係を見ながら、設備と施設の運用方法をどのように設定するか判断できる。災害時においては、影響指標等にばらつきがあり、状況が時々刻々変化すると考えられる。しかしながら、実施の形態4によれば、そのような状況においても、施設管理者は、監視制御装置11の支援を受けて、電気負荷設備1、熱負荷設備2、施設5Bおよび5Cまたは地域50の運用方法をどのように設定するか判断できる。
FIG. 14 is a diagram showing a comparison between operation method A and operation method B among the plurality of operation methods in the graph of FIG. 13. In FIG. 14, the influence index of operation method A is Ea, and the energy supply duration time is ta. On the other hand, the influence index of operation method B is Eb, and the energy supply duration is tb. Here, the magnitude relationship between the influence indices Ea and Eb is Ea>Eb. Moreover, the magnitude relationship between the energy supply times ta and tb is ta>tb. As can be seen from this, operation method A allows a longer energy supply time, but has a large impact index. On the other hand, in operation method B, the energy supply time is shortened, but in return, the influence index can be reduced. Facility managers can determine how to set equipment and facility operation methods while looking at the trade-off relationship between impact indicators and energy supply duration. In the event of a disaster, there are variations in impact indicators, etc., and the situation is expected to change from moment to moment. However, according to the fourth embodiment, even in such a situation, the facility manager can manage the electrical load equipment 1, the
実施の形態4によれば、評価関数として与えた影響指標とエネルギー供給継続時間とのトレードオフを見ながら、熱電比を改善するための、運用方法を施設管理者が選ぶことができる。すなわち、施設管理者は、当該トレードオフを考慮しながら、電気負荷設備1の運用方法、熱負荷設備2の運用方法、および、施設5Bおよび5Cまたは地域50の運用方法を、施設管理者が選ぶことができる。これにより、災害時の状況に応じた柔軟な施設5Bおよび5Cの運用変更が可能となる。
According to the fourth embodiment, the facility manager can select an operation method for improving the thermoelectric ratio while looking at the trade-off between the influence index given as an evaluation function and the energy supply duration time. That is, the facility manager selects the operating method of the electrical load equipment 1, the operating method of the
実施の形態5.
上記の実施の形態1~4で示した監視制御装置11が管理する管理対象の設備に、蓄電設備、蓄熱設備、再生可能エネルギー発電設備が、さらに含まれていてもよい。
Embodiment 5.
The equipment to be managed by the
図15は、実施の形態5に係る熱電併給システム100における、電気負荷設備1、熱負荷設備2、電源設備3、熱源設備4、蓄電設備14、蓄熱設備15の接続関係を示す図である。
FIG. 15 is a diagram showing a connection relationship among electric load equipment 1,
図15に示すように、蓄電設備14は、電源設備3と電気負荷設備1との間に接続されている。蓄電設備14は、電気エネルギーを貯蔵し、必要な時に出力する。蓄電設備14は、平常時に、外部電源(図示せず)からの電気、または、電源設備3からの電気を予め貯蔵する。また、蓄電設備14は、災害発生後に発生した電気のうち、すぐに使用しなかった電気を貯蔵する。蓄電設備14は、例えば、蓄電池から構成される。災害時は、蓄電設備14は、貯蔵している電気を必要な時期に放電することで、電気負荷設備1における電気の需要の満足に貢献する。
As shown in FIG. 15,
図15に示すように、蓄熱設備15は、熱源設備4と熱負荷設備2との間に接続されている。蓄熱設備15は、熱エネルギーを貯蔵し、必要な時に出力する。蓄熱設備15は、平常時に熱を予め貯蔵する。また、蓄熱設備15は、災害発生後に発生した排熱のうち、すぐに使用しなかった排熱を貯蔵する。蓄熱設備15は、例えば、貯蔵槽、蓄熱槽、給湯栓などから構成される。災害時は、蓄熱設備15が、貯蔵しているこれらの熱を、必要な時期に放熱することで、熱負荷設備2の熱の需要の満足に貢献する。
As shown in FIG. 15, the
実施の形態5においては、電源設備3が、再生可能エネルギー発電設備32を有している。但し、電源設備3自体の構成および動作は、実施の形態1~4で示した電源設備3と同じである。再生可能エネルギー発電設備32は、再生可能エネルギーを用いて、発電を行う。再生可能エネルギーには、例えば、太陽光、風力、水力、地熱などが含まれる。再生可能エネルギー発電設備32は、例えば、太陽光発電を行うソーラーパネル、風力発電を行う風力発電機などから構成されている。再生可能エネルギー発電設備32は、発電量が気象状況に左右されるため、発電量が変動する。
In the fifth embodiment, the
図16は、実施の形態5に係る熱電併給システム100において、熱電比を変えることでエネルギーの使用量を減少させ、エネルギー持続目標時間を延長させる例を示す図である。
FIG. 16 is a diagram illustrating an example of reducing the amount of energy used and extending the target energy duration time by changing the thermoelectric ratio in the combined heat and
図16(a)の左側のグラフに示すように、改善前において、電気の需要D1と冷水の需要D2とがある。図16(a)の右側のグラフに示すように、電気の需要D1は、G1で表す電源設備3の燃料による発電と、BAで表される蓄電設備14からの放電と、REで表す再生可能エネルギー発電設備32の発電で満足している。冷水の需要D2は、電源設備3の発電に伴う排熱G2を、熱源設備4を構成する排熱投入型吸収式冷凍機などで、冷水に変換して満足している。電源設備3の発電に伴う排熱のうち、冷水の生成に使用しない排熱G3は、不要であるため、捨てられている。
As shown in the graph on the left side of FIG. 16(a), before the improvement, there is a demand for electricity D1 and a demand for cold water D2. As shown in the graph on the right side of FIG. 16(a), the electricity demand D1 is generated by power generation using fuel from the
災害時においては、燃料の消費を出来るだけ減らしたいため、再生可能エネルギー発電設備32による発電量をなるべく多く供給したい。しかしながら、再生可能エネルギーの発電量は、気象状況などの影響で変動するため、突然、発電量が激減する場合がある。このような状況においては、蓄電設備14から放電して、再生可能エネルギーの変動分を補えば、電気負荷設備1などの故障または停電を発生させることなく、電気負荷設備1などの運用が継続できる。このため、蓄電設備14は、必要な時に受電できるように電気の残量を残すようにしたい。
In the event of a disaster, in order to reduce fuel consumption as much as possible, it is desirable to supply as much power as possible from the renewable energy
そこで、図16(b)に示すように、改善前に比べて、電気の需要D1を削減し、冷水の需要D2を増加させるように、熱電比の改善を実行する。電気の需要D1の削減分は、蓄電設備14の放電量の削減に充てる。これにより、蓄電設備14において、必要な時に受電できるように、電気の残量を残すことができる。
Therefore, as shown in FIG. 16(b), the thermoelectric ratio is improved so as to reduce the electricity demand D1 and increase the cold water demand D2 compared to before the improvement. The reduction in electricity demand D1 is used to reduce the amount of discharge from
また、冷水の需要D2の増分は、捨てていた排熱G3の少なくとも一部分を冷水に変換することで満足させる。このように、冷水の需要D2の増分が、捨てていた排熱G3でカバーできる範囲であれば、電源設備3および熱源設備4の燃料の消費量は増加しない。
Furthermore, the increase in the demand for cold water D2 is satisfied by converting at least a portion of the wasted waste heat G3 into cold water. In this way, as long as the increase in the demand for cold water D2 can be covered by the discarded waste heat G3, the amount of fuel consumed by the
実施の形態5においては、このように、捨てていた排熱G3を有効活用し、出来るだけ、蓄電設備14の充電残量を維持するように、熱電比を改善する。これにより、蓄電設備14の充電残量を残しながら、需要を満足しつつ、再生可能エネルギーの急な変動にも対応するシステムが提供できる。
In the fifth embodiment, in this way, the waste heat G3 that was wasted is effectively utilized to improve the thermoelectric ratio so as to maintain the remaining charge of the
実施の形態5のこの構成によれば、熱電比を改善するための、電気負荷設備1、熱負荷設備2、施設5Bおよび5Cまたは地域50の運用方法を実施し、蓄電設備14と蓄熱設備15とを再生可能エネルギーの利用を最大化するように運用できる。そのため、災害時に再生可能エネルギーを有効活用した施設5Bおよび5Cまたは地域50の運用変更が可能となる。
According to this configuration of the fifth embodiment, the method of operating the electric load equipment 1, the
実施の形態6.
図17は、実施の形態6に係る運転計画装置13の構成を示す構成図である。図6と図17とを比較すると分かるように、図17においては、図6に示した運転計画装置13の機能のうち、負荷制御検討部106が、クラウドサーバ60に配置されている。
FIG. 17 is a configuration diagram showing the configuration of the
すなわち、図17の例では、実施の形態2と同様に、運転計画装置13の機能を、第1グループ13aと第2グループ13bとに分けている。第1グループ13aには、負荷制御検討部106が含まれている。第2グループ13bには、データ取得部101と、エネルギー残量取得部102と、負荷予測部103と、設備運転計画部104と、エネルギー消費量計算部105と、出力部107と、が含まれる。また、第1グループ13aおよび第2グループ13bは、互いに通信を行うために、それぞれ、第1通信部108aおよび第2通信部108bを有している。そのため、第1グループ13aと第2グループ13bとの間の通信は、第1通信部108aおよび第2通信部108bを介して行われる。
That is, in the example of FIG. 17, similarly to the second embodiment, the functions of the
なお、図17の例では、負荷制御検討部106のみが第1グループ13aに所属してクラウドサーバ60に配置されているが、この場合に限定されない。すなわち、データ取得部101、エネルギー残量取得部102、負荷予測部103、設備運転計画部104、エネルギー消費量計算部105、および、出力部107のうちの少なくとも1つを、負荷制御検討部106と共に第1グループ13aに所属させて、クラウドサーバ60に配置するようにしてもよい。また、第2グループ13bは、地域50内に設置されたサーバ(図示せず)に配置する。サーバは、図8に示す施設5B内に配置してもよいし、施設5C内に配置してもよい。また、サーバは、地域50の外側に配置してもよい。いずれの場合においても、サーバ、クラウドサーバ60、および、スマートフォン17は、インターネット20を介して接続される。
Note that in the example of FIG. 17, only the load
このように、運転計画装置13が有する、データ取得部101、エネルギー残量取得部102、負荷予測部103、設備運転計画部104、エネルギー消費量計算部105、負荷制御検討部106、および、出力部107は、任意の組み合わせで、第1グループ13aと第2グループ13bとに分けてよい。また、グループの個数も、2個以上の任意の個数であってもよい。すなわち、これらの部101~107のうちの少なくとも1つが第1グループ13aに所属し、残りの部のうち少なくとも1つが第2グループ13bに所属していればよい。そして、さらに残りの部が、第3グループ、または、第4グループ、・・・に所属していてもよい。
In this way, the
1 電気負荷設備、1a 電灯、1b 個別分散式空調機、2 熱負荷設備、2a 中央熱源式空調機、2b 給湯機、3 電源設備、4 熱源設備、4A 熱源設備、5A 施設、5B 施設、5C 施設、6 登録データ、7 計測データ、8 外部データ、9 入力データ、10 センサ、11 監視制御装置、11B 監視制御装置、11C 監視制御装置、11X 監視制御装置、12 記憶部、13 運転計画装置、13a 第1グループ、13b 第2グループ、14 蓄電設備、15 蓄熱設備、16 通信機器、17 スマートフォン、18 入退室管理システム、20 インターネット、21 コンテンツ、30 電源兼熱源設備、32 再生可能エネルギー発電設備、50 地域、60 クラウドサーバ、100 熱電併給システム、101 データ取得部、102 エネルギー残量取得部、103 負荷予測部、104 設備運転計画部、105 エネルギー消費量計算部、106 負荷制御検討部、107 出力部、108a 第1通信部、108b 第2通信部。 1 Electric load equipment, 1a Electric light, 1b Individual distributed air conditioner, 2 Heat load equipment, 2a Central heat source air conditioner, 2b Water heater, 3 Power supply equipment, 4 Heat source equipment, 4A Heat source equipment, 5A facility, 5B facility, 5C facility, 6 registered data, 7 measured data, 8 external data, 9 input data, 10 sensor, 11 supervisory control device, 11B supervisory control device, 11C supervisory control device, 11X supervisory control device, 12 storage unit, 13 operation planning device, 13a 1st group, 13b 2nd group, 14 power storage equipment, 15 heat storage equipment, 16 communication equipment, 17 smartphone, 18 room access control system, 20 internet, 21 content, 30 power supply and heat source equipment, 32 renewable energy power generation equipment, 50 Region, 60 Cloud server, 100 Combined heat and power system, 101 Data acquisition unit, 102 Remaining energy acquisition unit, 103 Load prediction unit, 104 Equipment operation planning unit, 105 Energy consumption calculation unit, 106 Load control consideration unit, 107 Output section, 108a first communication section, 108b second communication section.
Claims (15)
前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得する、データ取得部と、
前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得するエネルギー残量取得部と、
前記データ取得部が取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測する負荷予測部と、
前記負荷予測部の予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記エネルギー残量取得部で取得した前記使用可能なエネルギーの残量で達成できる前記電源設備および前記熱源設備の運転計画を生成する設備運転計画部と、
を備えた、運転計画装置。 An operation planning device that generates an operation plan for power supply equipment and heat source equipment for operating electrical load equipment and heat load equipment installed in a facility or region,
Registered data registered in advance regarding the facility or the region, input data input from the outside, measurement data measured by sensors installed in the facility or the region, and external data obtained through communication with the outside. a data acquisition unit that acquires at least one piece of data;
an energy remaining amount obtaining unit that obtains the remaining amount of energy that can be used by the facility or the region until an energy duration target time representing a time period during which the power source equipment and the heat source equipment are desired to continue operating;
Based on the data acquired by the data acquisition unit, the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area are tentatively determined, and a load prediction unit that predicts the load on the electrical load equipment and the load on the thermal load equipment until the energy duration target time elapses based on an operation method;
The power supply equipment that can be achieved with the remaining amount of usable energy acquired by the remaining energy amount acquisition unit based on the load of the electrical load equipment and the load of the thermal load equipment predicted by the load prediction unit. and an equipment operation planning unit that generates an operation plan for the heat source equipment;
Operation planning device equipped with
前記エネルギー消費量計算部が計算したエネルギーの消費量が減少するように、前記電気負荷設備と前記熱負荷設備とが消費する電気と熱との比率を変更し、前記比率に基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を更新する、負荷制御検討部と、
を備えた、請求項1に記載の運転計画装置。 an energy consumption calculation unit that calculates the amount of energy consumed by the power supply equipment and the heat source equipment until the energy duration target time elapses based on the operation plan generated by the equipment operation planning unit; ,
The ratio of electricity and heat consumed by the electrical load equipment and the thermal load equipment is changed so that the energy consumption calculated by the energy consumption calculation unit is reduced, and the electricity and heat are reduced based on the ratio. a load control study unit that updates at least one of the following: a load equipment operating method, a heat load equipment operating method, and an operating method for the facility or the region;
The operation planning device according to claim 1, comprising:
を備えた、請求項2に記載の運転計画装置。 Outputting at least one operating method among the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the region outputted by the load prediction unit or the load control consideration unit. an output section to
The operation planning device according to claim 2, comprising:
請求項1~3のいずれか1項に記載の運転計画装置。 The operation planning device is configured to control the electric load equipment installed in the facility or the region during a preset energy duration target time in the event of a disaster in which external energy supply to the facility or the region is limited. and generating an operation plan for the power supply equipment and the heat source equipment for operating the heat load equipment;
The operation planning device according to any one of claims 1 to 3.
予め設定された評価関数を用いて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を評価する、
請求項2に記載の運転計画装置。 The load control study department includes:
Evaluating at least one of the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area using a preset evaluation function;
The operation planning device according to claim 2.
前記エネルギー持続目標時間が経過するまでのあいだ、前記エネルギー消費量計算部が計算したエネルギーの消費量が、前記エネルギー残量取得部が取得した前記エネルギーの残量以下となる制約条件の中で、前記評価関数の評価の指標を最小化する最適化問題を立式し、
前記指標の値に応じて決定した、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つを出力する、
請求項5に記載の運転計画装置。 The load control study department includes:
Until the energy continuation target time elapses, the energy consumption calculated by the energy consumption calculation unit is equal to or less than the remaining energy amount obtained by the remaining energy amount acquisition unit, Formulate an optimization problem to minimize the evaluation index of the evaluation function,
outputting at least one of the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the region, which are determined according to the value of the index;
The operation planning device according to claim 5.
前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくとも1つの更新による影響の度合いを指標化した影響指標である、
請求項5または6に記載の運転計画装置。 The evaluation index of the evaluation function is
An impact index that expresses the degree of impact caused by updating at least one of the operating method of the electric load equipment, the operating method of the heat load equipment, and the operating method of the facility or the area,
The operation planning device according to claim 5 or 6.
前記評価関数の評価の指標は、前記金銭のペナルティの支払額である、
請求項5または6に記載の運転計画装置。 By updating at least one of the method of operating the electrical load facility, the method of operating the heat load facility, and the method of operating the facility or the region, the electrical load facility, the heat load facility, the facility, or the region If at least one user of the facility is affected, the facility manager has a contract to pay a monetary penalty to the user depending on the level of the impact,
the evaluation index of the evaluation function is the payment amount of the monetary penalty;
The operation planning device according to claim 5 or 6.
前記負荷制御検討部は、
前記エネルギー供給目標時間を一方の軸にし、前記影響指標をもう一方の軸にして、
前記エネルギー供給目標時間と前記影響指標との関係を表す平面上に、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、前記施設または前記地域の運用方法のうちの少なくとも1つに対応させた、前記エネルギー供給目標時間と前記影響指標との値をプロットし、
少なくとも2つ以上を前記平面上にプロットする、
請求項7に記載の運転計画装置。 setting a plurality of energy supply target times each having a time length shorter than the energy duration target time;
The load control study department includes:
The energy supply target time is set as one axis, the impact index is set as the other axis,
On a plane representing the relationship between the energy supply target time and the impact index, correspond to at least one of the operation method of the electric load equipment, the operation method of the heat load equipment, and the operation method of the facility or the area. plotting the values of the energy supply target time and the influence index,
plotting at least two or more on the plane;
The operation planning device according to claim 7.
前記負荷制御検討部は、
前記エネルギー供給目標時間を一方の軸にし、前記金銭のペナルティの支払額をもう一方の軸にして、
前記エネルギー供給目標時間と前記金銭のペナルティの支払額との関係を表す平面上に、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、前記施設または前記地域の運用方法のうちの少なくとも1つに対応させた、前記エネルギー供給目標時間と前記金銭のペナルティの支払額との値をプロットし、
少なくとも2つ以上を前記平面上にプロットする、
請求項8に記載の運転計画装置。 setting a plurality of energy supply target times each having a time length shorter than the energy duration target time;
The load control study department includes:
The energy supply target time is set as one axis, and the monetary penalty payment amount is set as the other axis,
On a plane representing the relationship between the energy supply target time and the monetary penalty payment amount, at least one of the following methods is selected: an operating method for the electric load equipment, an operating method for the heat load equipment, and an operating method for the facility or the area. Plotting the values of the energy supply target time and the monetary penalty payment amount that correspond to one;
plotting at least two or more on the plane;
The operation planning device according to claim 8.
請求項1~10のいずれか1項に記載の運転計画装置。 The power source equipment and the heat source equipment are power source and heat source equipment that supply electricity and heat as one unit;
The operation planning device according to any one of claims 1 to 10.
前記電源設備と前記電気負荷設備との間に設けられ、電気エネルギーを蓄電し放電する機能を有する蓄電設備と
前記熱源設備と前記熱負荷設備との間に設けられ、熱エネルギーを蓄熱し放熱する機能を有する蓄熱設備と、
のうち、少なくともいずれか一方を有している、
請求項1~11のいずれか1項に記載の運転計画装置。 The facility or the area is
A power storage facility, which is provided between the power source equipment and the electrical load equipment, and has a function of storing and discharging electrical energy; and an electricity storage equipment, which is provided between the heat source equipment and the heat load equipment, and which stores and radiates thermal energy. A heat storage facility with a function,
Having at least one of the following:
The operation planning device according to any one of claims 1 to 11.
前記施設の棟数、前記施設の延床面積、前記施設の使用用途別の延床面積、前記施設の地理的な配置、前記施設の壁の寸法と建材の構造、前記施設の開口部の寸法と構造、を含む、建築設計のデータと、
前記施設に設置された、各設備の台数、能力、容量、効率、運転の制約、運転の変化率の制約、各設備間の接続関係を含む、設備仕様のデータを含む、設備設計のデータと、
のうちの少なくとも1つを含み、
前記入力データは、
持ち運び可能なカメラ、可搬センサ、記録装置により取得したデータと、目視により確認したデータと、持ち運び可能なデバイスを介して収集したアンケート結果のデータと、人が判断した結果のデータと、
のうちの少なくとも1つを含み、
前記計測データは、
前記施設の温度、湿度、照度、流量、圧力、電力、電力量、を含む物理量のデータと、前記設備に設置された各設備の発停、運転モード、異常、を含む各設備の運用状態のデータと、前記施設、前記施設の各部屋、前記地域に出入りした人数または個人データ、を含む、人流のデータと、
のうちの少なくとも1つを含み、
前記外部データは、
インターネットを介して配信される、気象観測値、気象予報値、災害情報、災害に対応する活動の情報、電気と燃料のインフラの復旧の情報、ソーシャルネットワークサービスの情報、および、連携している遠隔地の監視制御装置から授受する情報、
のうちの少なくとも1つを含む、
請求項1~12のいずれか1項に記載の運転計画装置。 The registration data is
The number of buildings of the facility, the total floor area of the facility, the total floor area by usage of the facility, the geographical location of the facility, the dimensions of the walls and structure of building materials of the facility, the dimensions of openings of the facility and architectural design data, including
Equipment design data, including data on equipment specifications, including the number, capacity, capacity, efficiency, operational constraints, operational change rate constraints, and connection relationships between each piece of equipment installed in the facility; ,
including at least one of
The input data is
Data acquired by portable cameras, portable sensors, and recording devices, data confirmed visually, data from questionnaire results collected via portable devices, and data from human judgments.
including at least one of
The measurement data is
Physical quantity data including temperature, humidity, illuminance, flow rate, pressure, electric power, and electric energy of the facility, and operational status of each facility including start/stop, operation mode, and abnormality of each facility installed in the facility. data, and data on the flow of people, including the number of people entering and exiting the facility, each room of the facility, and the area, or personal data;
including at least one of
The external data is
Weather observation values, weather forecast values, disaster information, information on disaster response activities, information on the restoration of electricity and fuel infrastructure, information on social network services, and linked remote information distributed via the Internet. Information sent and received from ground monitoring and control equipment,
including at least one of
The operation planning device according to any one of claims 1 to 12.
前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得する、データ取得部と、
前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得するエネルギー残量取得部と、
前記データ取得部が取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測する負荷予測部と、
前記負荷予測部の予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記電源設備および前記熱源設備の運転計画を生成する設備運転計画部と、
前記設備運転計画部が生成した前記運転計画に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電源設備および前記熱源設備が消費するエネルギーの消費量を計算するエネルギー消費量計算部と、
前記エネルギー消費量計算部が計算した前記エネルギーの消費量が減少するように、前記電気負荷設備と前記熱負荷設備とが消費する電気と熱との比率を変更し、前記比率に基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を更新する、負荷制御検討部と、
前記負荷制御検討部が更新した、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうち、少なくとも1つの運用方法を出力する出力部と、
を備え、
前記データ取得部、前記エネルギー残量取得部、前記負荷予測部、前記設備運転計画部、前記エネルギー消費量計算部、前記負荷制御検討部、および、前記出力部のうちの、少なくとも1つを有する第1グループと、
それ以外の少なくとも1つを有する第2グループと、
を備え、
前記第1グループは、前記施設または前記地域の外側に配置されている、
熱電併給システム。 A combined heat and power supply system that generates an operation plan for power supply equipment and heat source equipment for operating electrical load equipment and heat load equipment installed in a facility or region,
Registered data registered in advance regarding the facility or the region, input data input from the outside, measurement data measured by sensors installed in the facility or the region, and external data obtained through communication with the outside. a data acquisition unit that acquires at least one piece of data;
an energy remaining amount obtaining unit that obtains the remaining amount of energy that can be used by the facility or the region until an energy duration target time representing a time period during which the power source equipment and the heat source equipment are desired to continue operating;
Based on the data acquired by the data acquisition unit, the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area are tentatively determined, and a load prediction unit that predicts the load on the electrical load equipment and the load on the thermal load equipment until the energy duration target time elapses based on an operation method;
an equipment operation planning unit that generates an operation plan for the power supply equipment and the heat source equipment based on the load of the electrical load equipment and the load of the thermal load equipment predicted by the load prediction unit;
an energy consumption calculation unit that calculates the amount of energy consumed by the power supply equipment and the heat source equipment until the energy duration target time elapses based on the operation plan generated by the equipment operation planning unit; ,
The ratio of electricity and heat consumed by the electric load equipment and the heat load equipment is changed so that the energy consumption calculated by the energy consumption calculation unit is reduced, and based on the ratio, the a load control study unit that updates at least one of an operating method for electrical load equipment, an operating method for the thermal load equipment, and an operating method for the facility or the area;
an output unit that outputs at least one operating method of the electrical load equipment operating method, the thermal load equipment operating method, and the operating method of the facility or the region updated by the load control consideration unit;
Equipped with
It has at least one of the data acquisition section, the remaining energy acquisition section, the load prediction section, the equipment operation planning section, the energy consumption calculation section, the load control consideration section, and the output section. The first group and
a second group having at least one other;
Equipped with
the first group is located outside the facility or the area;
Combined heat and power system.
前記施設または前記地域に関する予め登録された登録データ、外部から入力された入力データ、前記施設または前記地域に設置されたセンサで計測された計測データ、および、外部との通信で得られる外部データのうち、少なくとも1つのデータを取得し、
前記電源設備および前記熱源設備の運転を継続したい時間を表すエネルギー持続目標時間が経過するまでのあいだに、前記施設または前記地域が使用可能なエネルギーの残量を取得し、
取得した前記データに基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法を、暫定的に決定し、それらの前記運用方法に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電気負荷設備の負荷と前記熱負荷設備の負荷とを予測し、
予測した前記電気負荷設備の前記負荷と前記熱負荷設備の前記負荷とに基づいて、前記電源設備および前記熱源設備の運転計画を生成し、
生成した前記運転計画に基づいて、前記エネルギー持続目標時間が経過するまでのあいだの前記電源設備および前記熱源設備が消費するエネルギーの消費量を計算し、
計算した前記エネルギーの消費量が減少するように、前記電気負荷設備と前記熱負荷設備とが消費する電気と熱との比率を変更し、前記比率に基づいて、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうちの少なくともいずれか1つの運用方法を更新し、
前記負荷制御検討部が更新した、前記電気負荷設備の運用方法、前記熱負荷設備の運用方法、および、前記施設または前記地域の運用方法のうち、少なくとも1つの運用方法を出力する、
運転計画方法。 An operation planning method for generating an operation plan for power supply equipment and heat source equipment for operating electrical load equipment and heat load equipment installed in a facility or region, the method comprising:
Registered data registered in advance regarding the facility or the region, input data input from the outside, measurement data measured by sensors installed in the facility or the region, and external data obtained through communication with the outside. Obtain at least one data among them,
Obtaining the remaining amount of energy that can be used by the facility or the area until the energy duration target time representing the time for which the power source equipment and the heat source equipment are desired to continue operating is elapsed;
Based on the acquired data, tentatively determine the operating method of the electrical load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area, and based on these operating methods. , predicting the load on the electrical load equipment and the load on the heat load equipment until the energy duration target time elapses;
Generating an operation plan for the power source equipment and the heat source equipment based on the predicted load of the electrical load equipment and the load of the thermal load equipment,
Based on the generated operation plan, calculate the amount of energy consumed by the power source equipment and the heat source equipment until the energy duration target time elapses;
Changing the ratio of electricity and heat consumed by the electrical load equipment and the heat load equipment so that the calculated energy consumption decreases, and based on the ratio, a method of operating the electrical load equipment; updating at least one of the operating method of the heat load equipment and the operating method of the facility or the region;
Outputting at least one operating method among the operating method of the electric load equipment, the operating method of the thermal load equipment, and the operating method of the facility or the area updated by the load control study unit;
Operation planning method.
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| Application Number | Priority Date | Filing Date | Title |
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| JP2024542544A JP7781291B2 (en) | 2022-08-26 | 2022-08-26 | Operation planning device, operation planning method, and combined heat and power supply system |
| AU2022475686A AU2022475686A1 (en) | 2022-08-26 | 2022-08-26 | Operation planning device, operation planning method, and cogeneration system |
| PCT/JP2022/032143 WO2024042694A1 (en) | 2022-08-26 | 2022-08-26 | Operation planning device, operation planning method, and cogeneration system |
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Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007291985A (en) * | 2006-04-26 | 2007-11-08 | Aisin Seiki Co Ltd | Cogeneration equipment |
| JP2017005880A (en) * | 2015-06-10 | 2017-01-05 | 株式会社東芝 | Monitoring control device, monitoring control method and program |
| JP2019502356A (en) * | 2016-08-09 | 2019-01-24 | ヤンマー株式会社 | A controller to optimize the assessment of energy management in a premises energy network. |
-
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- 2022-08-26 JP JP2024542544A patent/JP7781291B2/en active Active
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Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007291985A (en) * | 2006-04-26 | 2007-11-08 | Aisin Seiki Co Ltd | Cogeneration equipment |
| JP2017005880A (en) * | 2015-06-10 | 2017-01-05 | 株式会社東芝 | Monitoring control device, monitoring control method and program |
| JP2019502356A (en) * | 2016-08-09 | 2019-01-24 | ヤンマー株式会社 | A controller to optimize the assessment of energy management in a premises energy network. |
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| JPWO2024042694A1 (en) | 2024-02-29 |
| AU2022475686A1 (en) | 2025-01-23 |
| JP7781291B2 (en) | 2025-12-05 |
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