WO2020191663A1 - Method and apparatus for detecting electricity consumption behavior, electronic device and storage medium - Google Patents
Method and apparatus for detecting electricity consumption behavior, electronic device and storage medium Download PDFInfo
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- WO2020191663A1 WO2020191663A1 PCT/CN2019/079874 CN2019079874W WO2020191663A1 WO 2020191663 A1 WO2020191663 A1 WO 2020191663A1 CN 2019079874 W CN2019079874 W CN 2019079874W WO 2020191663 A1 WO2020191663 A1 WO 2020191663A1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R11/00—Electromechanical arrangements for measuring time integral of electric power or current, e.g. of consumption
- G01R11/02—Constructional details
- G01R11/24—Arrangements for avoiding or indicating fraudulent use
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- the present invention relates to the technical field of electricity consumption information processing, in particular to a method, device, electronic equipment and storage medium for detecting electricity consumption behavior.
- Electric energy is currently an inaccessible way of energy use for human production and life. It is produced by power companies and transmitted to users through various transmission lines and substations. Users pay fees to maintain power production by power companies, thus realizing a virtuous cycle. However, when users use electric energy, they often exhibit irregular power usage, such as stealing electricity. Thus affecting the interests of power companies.
- the embodiments of the present invention provide a method, device, electronic device and storage medium for detecting electricity usage behavior, which are used to solve the problem that in the prior art, when detecting whether a user has an irregular electricity usage behavior, it consumes more manpower and material resources, and the inspection efficiency is higher. Low problem.
- the embodiment of the present invention provides a method, and the method includes:
- the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter
- the judging whether the electricity consumption information of each phase meets a preset abnormal behavior detection rule includes:
- the method further includes:
- the abnormal electricity consumption behavior type is determined.
- the determining the type of abnormal electricity consumption behavior according to the electricity consumption information of each phase includes:
- the power consumption information of one phase is less than the other two phases, determine that the one-phase shunt or the CT ratio of the current transformer with the smaller power consumption information of the electric energy meter is abnormal;
- the method further includes:
- the method further includes:
- the method further includes:
- the instructing the user to owe the electricity meter includes:
- the electric energy meter is controlled to shut off the preset fourth time length, wherein the preset fourth time length is less than the preset third time length .
- An embodiment of the present invention provides a device for detecting electricity usage behavior, the device including:
- the first judgment module is used to judge whether the electricity consumption information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, determine the The user to which the electric energy meter belongs has no abnormal electricity consumption behavior.
- the first judgment module is specifically configured to judge whether the power consumption information of each phase of electricity is the same; if not, determine that the user to which the electric energy meter belongs has abnormal power consumption behavior; if so, judge the Whether the sum of the power consumption information of each phase is less than the preset first power consumption information threshold, if yes, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if not, it is determined that the user to which the electric energy meter belongs is not There is abnormal electricity usage.
- the device further includes:
- the determining module is used to determine the type of abnormal electricity consumption behavior according to the electricity consumption information of each phase.
- the determining module is specifically configured to determine that if the electricity consumption information of only one phase of electricity is 0, determine that the one-phase short-circuit or open circuit with the electricity consumption information of the electric energy meter is 0; if there is one of the two-phase electricity consumption information If the sum is 0, it is determined that one of the two phases of which the sum of the electricity consumption information of the electric energy meter is 0 is reversely connected; if the electricity consumption information of one phase is less than the other two phases, determine the smaller one of the electricity consumption information of the electric energy meter The phase shunt or the CT transformation ratio of the current transformer is abnormal; if the sum of the power consumption information of each phase is 0, it is determined that the electric energy meter is misconnected between at least two phases.
- the device further includes:
- the control module is used to control the electric energy meter to switch off.
- the device further includes:
- the second judgment module is used to judge whether the sum of the power consumption information of each phase is greater than the preset second power consumption information threshold, and if so, it is determined that the electric energy meter is connected to a high-power device, and when it passes the preset first After a period of time, control the electric energy meter to switch off.
- the collection module is also used to collect the stored power information of the electric energy meter itself;
- the device also includes:
- the third judgment module is used to judge whether the power information is less than a preset power threshold, and if so, after a preset second time period has elapsed, prompt the user to owe the power meter.
- the third judgment module is specifically configured to control the power meter to turn off the preset fourth time length every time a preset time interval has elapsed within a preset third time length, wherein the preset The fourth time length of is less than the preset third time length.
- the embodiment of the present invention provides an electronic device, including a processor, a communication interface, a memory, and a communication bus, where the processor, the communication interface, and the memory complete mutual communication through the communication bus;
- Memory used to store computer programs
- the processor is used to implement the above method steps when executing the program stored in the memory.
- the embodiment of the present invention provides a computer-readable storage medium in which a computer program is stored, and the computer program implements the above method steps when executed by a processor.
- the embodiments of the present invention provide a method, device, electronic equipment, and storage medium for detecting electricity usage behavior.
- the method includes: collecting electricity usage information collection and communication equipment to collect electricity usage information of each phase of an electric energy meter; Whether the electricity consumption information meets the preset abnormal behavior detection rules, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior.
- FIG. 1 is a schematic diagram of the electricity consumption behavior detection process provided by Embodiment 1 of the present invention.
- Embodiment 1 of the present invention is a schematic diagram of the structure of the electricity consumption information collection and communication equipment provided by Embodiment 1 of the present invention
- FIG. 3 is a schematic diagram of the electricity consumption behavior detection process provided by Embodiment 2 of the present invention.
- Fig. 4 is a wiring diagram of a high-supply-low-meter metering device provided in embodiment 3 of the present invention under normal conditions;
- Embodiment 5 is a wiring diagram of phase C open circuit stealing electricity provided by Embodiment 3 of the present invention.
- FIG. 6 is a schematic structural diagram of a device for detecting electricity consumption behavior according to an embodiment of the present invention.
- FIG. 7 is a schematic structural diagram of an electronic device according to Embodiment 5 of the present invention.
- FIG. 1 is a schematic diagram of a process of detecting electricity consumption behavior according to an embodiment of the present invention. The process includes the following steps:
- the electricity consumption information collection and communication equipment collects electricity consumption information of each phase of the electric energy meter.
- the electricity usage behavior detection method provided by the embodiment of the present invention is applied to electricity usage information collection and communication equipment.
- the electricity consumption information collection and communication equipment in the prior art includes an electric energy meter communication interface module, a communication processing module (carrier/wireless), and a power supply module.
- the power module is responsible for supplying power to the entire electricity consumption information collection and communication equipment. After the power is turned on, the power information collection and communication equipment can only start to work.
- the meter communication interface module provides a communication interface for the connection between the communication processing module and the energy meter. Through the meter communication interface module, data transmission can be carried out between the communication processing module and the energy meter.
- the communication processing module includes two forms of carrier and wireless. Its main function is to send the original data to the line after PLC carrier modulation or wireless modulation, or to receive PLC carrier or wireless signals from the line and demodulate the original data.
- FIG. 2 is the electricity consumption information provided by the embodiment of the present invention.
- the power consumption information collection and communication equipment includes a power meter communication interface module, a communication processing module (carrier/wireless), a power supply module and an embedded controller.
- the electricity consumption information collection and communication equipment is connected with the electric energy meter. Since the electricity consumption information collection and communication equipment includes an embedded controller, the electricity consumption information collection and communication equipment has the functions of electricity consumption information collection and storage analysis. Among them, the electricity consumption information collection function is the meter reading function. Through this function, the real-time and historical electricity consumption information of each phase of the electric energy meter can be obtained.
- the electricity consumption information includes voltage, current, power, electricity, phase angle, Power factor etc.
- Electricity usage information storage and analysis function that is, distributed storage of electricity usage information collected by electricity usage information collection and communication equipment, and then analysis and processing of electricity usage information. For example, by analyzing and processing electricity consumption information, determine whether there is abnormal electricity consumption behavior.
- the existing electricity consumption information collection and communication equipment only has the function of data transmission, and the collection, storage and analysis of electricity consumption information are all done by the master station, and the number of electric energy meters managed by the master station is large, so the collected data will It is massive, and after the data is collected, it must be stored and analyzed. Under normal circumstances, the master station cannot complete the processing of such massive data, which makes the number of electric energy meters managed by the master station limited, and when the master station interacts with electric energy When the distance of the meter is far, it will increase the difficulty of data transmission. During data transmission, there will also be data transmission errors, which will affect the performance of the entire system.
- the improved electricity consumption information collection communication equipment proposed in the embodiment of the present invention can directly process the data after data collection, so that the master station can have more time to manage the entire system, and at the same time, the master station can manage A larger number of electric energy meters, and because the data can be analyzed and processed in the electricity usage information collection and communication equipment, which avoids the possibility of transmission errors, the electricity usage information collection and communication equipment provided by the embodiments of the present invention can greatly improve data Processing efficiency also improves the performance of the entire system.
- S102 Determine whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage; if so, determine the user to which the electric energy meter belongs There is no abnormal electricity consumption behavior.
- a preset abnormal behavior detection rule is stored in the electricity consumption information collection and communication device, and the preset abnormal behavior detection rule may be to determine whether the current of each phase of electricity is the same, or to determine whether there is a current of zero in the three-phase electricity, etc.
- the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter, it determines whether the electricity consumption information of each phase meets the preset abnormal behavior detection rules. If not, determines that the user to which the electric energy meter belongs has abnormal usage information. Electricity behavior; if yes, make sure that the user to which the energy meter belongs does not have abnormal electricity consumption behavior.
- the preset abnormal behavior detection rule is to determine whether the current of each phase of electricity is the same. After the electricity consumption information collection and communication device collects the electricity consumption information of each phase of the electric energy meter, identify the current of each phase of the electric energy meter, if It is determined that the current of each phase of electricity is the same, and it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior; otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior.
- the determining whether the electricity consumption information of each phase meets the preset abnormal behavior detection rule includes:
- FIG 3 is a schematic diagram of the electricity usage behavior detection process provided by an embodiment of the present invention.
- the electricity usage information collection and communication device collects the electricity usage information of each phase of the electric energy meter, it first determines whether the electricity usage information of each phase is If they are all the same, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. If they are all the same, continue to determine whether the sum of the power consumption information of each phase is less than the preset first power consumption information threshold. If yes, determine that the user to which the electric energy meter belongs has abnormal power consumption behavior; if not, determine the to which the electric energy meter belongs The user has no abnormal electricity usage behavior.
- the user to which the electric energy meter belongs is determined There is no abnormal electricity consumption behavior, otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. Therefore, it is more accurate to detect whether the electricity consumption behavior is abnormal.
- the method further includes:
- the abnormal electricity consumption behavior type is determined.
- the electricity consumption information collection and communication equipment can pre-store the corresponding relationship between the electricity consumption information of each phase and the abnormal electricity consumption behavior type. After collecting the electricity consumption information of each phase, Correspondence of electrical behavior types to determine the type of abnormal electrical behavior.
- the corresponding relationship between the electricity consumption information of each phase and the abnormal electricity consumption behavior type is that the sum of the electricity consumption information of each phase is 0, and the abnormal electricity consumption behavior type is the misconnection between at least two phases of the electric energy meter.
- the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase, and calculates the sum of the electricity consumption information of each phase to be 0, it can be determined that the type of abnormal electricity consumption is the error between at least two phases of the electric energy meter. Pick up.
- the determining the type of abnormal electricity usage behavior according to the electricity usage information of each phase includes:
- the power consumption information of one phase is less than the other two phases, determine that the one-phase shunt or the CT ratio of the current transformer with the smaller power consumption information of the electric energy meter is abnormal;
- the measurement methods of the power system are divided into three categories: high supply high meter, high supply low meter, and low supply low meter.
- factories use high power supply and low power supply.
- the users who steal electricity are mostly factories that require a large amount of electricity.
- the embodiment of the present invention analyzes the electricity theft behavior in the high-supply low-meter metering mode.
- Figure 4 is the wiring diagram of the high-supply low-meter metering device under normal conditions.
- the TA in Figure 4 is a current transformer.
- the function of the current transformer is to convert a large current on the primary side into a small current on the secondary side.
- Figure 5 is a wiring diagram of phase C open circuit stealing electricity. As shown in Figure 5, after phase C is open, the power consumption information of phase C becomes 0.
- the electricity consumption information collection and communication equipment sums the three-phase electricity consumption information to obtain the user's total electricity consumption information.
- the secondary current loop is disconnected, for example, the C-phase is disconnected, it will cause the C-phase power consumption. Information is missing, and the coefficient of change of electricity consumption information at this time is 2/3.
- a certain phase is short-circuited, it will also cause the expected electricity consumption information to be 0, and the change coefficient of the electricity consumption information at this time is also 2/3. The short-circuit situation will not be described in detail here.
- I the load power factor angle
- U a is phase A voltage
- I a is phase A current
- U b is phase B voltage
- I b is phase B current
- U c is phase C voltage
- I c is phase C current
- P is Total power.
- the current of this phase when there is a shunt in a certain phase, or the CT ratio of the current transformer is abnormal, the current of this phase will be smaller than the other two phases. According to the ratio of the current of this phase to the current of any one of the other two phases, the phase can be determined
- Ka The current change coefficient Ka, and the change coefficient of electricity consumption information at this time is (2+Ka)/3.
- the method further includes :
- the electricity consumption information collection and communication device may send a switch-off control instruction to the electric energy meter. After receiving the switch-off control instruction, the electric energy meter controls itself to switch off, thereby stopping power supply.
- the method further includes:
- the power usage information collection and communication device may also store a preset second power usage information threshold, where the preset second power usage information threshold is not less than the preset first power usage information threshold. After the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase, it calculates whether the sum of the electricity consumption information of each phase is greater than the preset second electricity consumption information threshold, and if so, determines that the electric energy meter is connected to the high-power equipment.
- a preset first time length can also be saved in the electricity consumption information collection and communication equipment, where the preset first time length can be 1 hour, 2 hours, etc., and a timer can be installed in the electricity consumption information collection and communication equipment, which is self-determined
- the power meter After the power meter is connected to the high-power equipment, after a preset first time period, the power meter sends a switch-off control instruction, and the power meter controls itself to switch off after receiving the switch-off control instruction, thereby stopping the power supply.
- control strategies can be used for the use of high-power devices. For example, in a factory and other scenarios, appropriate connection of high-power devices is allowed. Therefore, when applied in a factory scenario, it is determined After the electric energy meter is connected to the high-power equipment, the electric energy meter can be controlled to switch off after a preset first time period.
- high-power devices are not allowed to be connected in scenarios such as schools. Therefore, when applied in a school scenario, after determining that the power meter is connected to a high-power device, the power meter can be immediately controlled to switch off to ensure the safety of electricity.
- the method further includes:
- the electricity usage information collection communication device can also obtain the electricity information stored by the electric energy meter itself, and the electricity usage information collection communication device can store a preset electricity threshold value, which can be a small value, for example 1 degree, 2 degree, etc., when it is judged that the power information is less than the preset power threshold, the user can determine that the user's energy meter is in arrears.
- the power meter can not be controlled immediately , But after a preset second length of time, the user is prompted to owe the electricity meter.
- the preset second time length can be 2 hours, 3 hours, etc.
- the reminder of the arrears of the electric energy meter may be in the form of an alarm.
- an alarm module is installed in the electric energy meter, and after a preset second time period, the alarm module is controlled to send out an alarm message.
- the instructing the user to owe the electricity meter includes:
- the electric energy meter is controlled to shut off the preset fourth time length, wherein the preset fourth time length is less than the preset third time length .
- the control is performed in rounds within the preset third time period.
- the preset second time length and the preset third time length may be the same or different.
- the second time length is set to 12 hours, and when the second time length expires, the round control is started. For example, if the preset third time length is 4 hours, the preset time interval is 30 minutes, and the preset fourth time length is 5 minutes, the control will be performed every 30 minutes during the 4-hour time period of the round control. The electric energy meter is switched off for 5 minutes, thereby prompting the user to owe fees.
- the power consumption information collection and communication equipment can also save the preset length of power restriction time, which is mainly the power restriction in public places such as schools.
- the power limit time can be from 10:30 in the evening to 5:30 in the morning of the next day, that is, during this period of time, the power meter is controlled to be switched off.
- the preset length of time saved in the electricity usage information collection communication device can be configured by the master station.
- Fig. 6 is a schematic structural diagram of a device for detecting electricity consumption behavior according to an embodiment of the present invention, and the device includes:
- the collection module 61 is used to collect the electricity consumption information of each phase of the electric energy meter
- the first judging module 62 is used to judge whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage behavior; if so, determine all The user to which the electric energy meter belongs has no abnormal electricity consumption behavior.
- the first judgment module 62 is specifically configured to judge whether the electricity consumption information of each phase of electricity is the same; if not, determine that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; Whether the sum of the power consumption information of the phase power is less than the preset first power consumption information threshold, if yes, determine that the user to which the electric energy meter belongs has abnormal power consumption behavior; if not, determine that the user to which the electric energy meter belongs does not exist Abnormal electricity usage behavior.
- the device also includes:
- the determining module 63 is configured to determine the type of abnormal power consumption behavior according to the power consumption information of each phase.
- the determining module 63 is specifically configured to determine if the electricity consumption information of only one phase of electricity is 0, determine the one-phase short circuit or open circuit with the electricity consumption information of the electric energy meter being 0; if the sum of the electricity consumption information of the two phases is 0, it is determined that one of the two phases of which the sum of the electricity consumption information of the electric energy meter is 0 is reversely connected; if the electricity consumption information of one phase is less than the other two phases, it is determined that the one phase with the smaller electricity consumption information of the electric energy meter is shunted Or the CT ratio of the current transformer is abnormal; if the sum of the electricity consumption information of each phase is 0, it is determined that the electric energy meter is connected to at least two phases.
- the device also includes:
- the control module 64 is used to control the electric energy meter to switch off.
- the device also includes:
- the second judgment module 65 is used to judge whether the sum of the power consumption information of each phase is greater than the preset second power consumption information threshold. If so, determine that the electric energy meter is connected to a high-power device, and when the preset After the first period of time, control the power meter to switch off.
- the collection module 61 is also used to collect the stored power information of the electric energy meter itself;
- the device also includes:
- the third judgment module 66 is configured to judge whether the power information is less than a preset power threshold, and if so, after a preset second time period has elapsed, prompt the user to owe the power meter.
- the third judgment module 66 is specifically configured to control the electric energy meter to switch off the power meter for a preset fourth time period every time a preset time interval has elapsed within a preset third time length, wherein the preset first time period The fourth time length is less than the preset third time length.
- an embodiment of the present invention also provides an electronic device, as shown in FIG. 7, comprising: a processor 701, a communication interface 702, a memory 703, and a communication bus 704, where the processor 701 , The communication interface 702, the memory 703 completes mutual communication through the communication bus 704;
- a computer program is stored in the memory 703, and when the program is executed by the processor 701, the processor 701 is caused to perform the following steps:
- the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter
- the embodiments of the present invention also provide an electronic device. Since the principle of the above-mentioned electronic device to solve the problem is similar to that of the electricity consumption behavior detection method, the implementation of the above-mentioned electronic device can refer to the implementation of the method. Repeat it again.
- the electronic device provided in the embodiment of the present invention may specifically be a communication device for collecting electricity usage information.
- the communication bus mentioned in the above electronic device may be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc.
- PCI Peripheral Component Interconnect
- EISA Extended Industry Standard Architecture
- the communication bus can be divided into address bus, data bus, control bus and so on. For ease of representation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.
- the communication interface 702 is used for communication between the aforementioned electronic device and other devices.
- the memory may include random access memory (Random Access Memory, RAM), and may also include non-volatile memory (Non-Volatile Memory, NVM), such as at least one disk storage.
- NVM non-Volatile Memory
- the memory may also be at least one storage device located far away from the foregoing processor.
- the foregoing processor may be an embedded controller, a digital signal processor (Digital Signal Processing, DSP), etc.
- DSP Digital Signal Processing
- the electricity consumption information collection communication device collects the electricity consumption information of each phase of the electric energy meter; it is judged whether the electricity consumption information of each phase meets the preset In the abnormal behavior detection rule, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if it is, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior. Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
- the embodiments of the present invention also provide a computer storage readable storage medium, and the computer readable storage medium stores a computer program executable by an electronic device.
- the program is stored in the When the electronic device is running, the following steps are realized when the electronic device is executed:
- the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter
- the embodiments of the present invention also provide a computer-readable storage medium. Since the processor executes the computer program stored on the above-mentioned computer-readable storage medium, the principle of solving the problem is similar to that of the electricity consumption behavior detection method. Therefore, the implementation of the computer program stored in the above-mentioned computer-readable storage medium by the processor may refer to the implementation of the method, and the repetition will not be repeated.
- the aforementioned computer-readable storage medium may be any available medium or data storage device that can be accessed by the processor in the electronic device, including random access memory (RAM) and semiconductor memory such as ROM, EPROM, EEPROM, and Lost memory (NAND FLASH), solid state drive (SSD), etc.
- RAM random access memory
- semiconductor memory such as ROM, EPROM, EEPROM, and Lost memory (NAND FLASH), solid state drive (SSD), etc.
- a computer program is stored in the computer-readable storage medium provided in the embodiment of the present invention.
- the electricity consumption information collection communication device collects the electricity consumption information of each phase of the electric energy meter; Whether the electricity usage information meets the preset abnormal behavior detection rule, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity usage behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity usage behavior. Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
- the embodiments of the present invention provide a method, device, electronic equipment, and storage medium for detecting electricity usage behavior.
- the method includes: collecting electricity usage information collection and communication equipment to collect electricity usage information of each phase of an electric energy meter; Whether the electricity consumption information meets the preset abnormal behavior detection rules, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior.
- These computer program instructions can also be stored in a computer-readable memory that can guide a computer or other programmable data processing equipment to work in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture including the instruction device.
- the device implements the functions specified in one process or multiple processes in the flowchart and/or one block or multiple blocks in the block diagram.
- These computer program instructions can also be loaded on a computer or other programmable data processing equipment, so that a series of operation steps are executed on the computer or other programmable equipment to produce computer-implemented processing, so as to execute on the computer or other programmable equipment.
- the instructions provide steps for implementing functions specified in a flow or multiple flows in the flowchart and/or a block or multiple blocks in the block diagram.
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Abstract
Description
本发明涉及用电信息处理技术领域,尤其涉及一种用电行为检测方法、装置、电子设备及存储介质。The present invention relates to the technical field of electricity consumption information processing, in particular to a method, device, electronic equipment and storage medium for detecting electricity consumption behavior.
电能是目前人类生产生活不可获取的能源使用方式,它由电力公司生产,经过各类输电线路和变电装置传送至用户,由用户支付费用维系电力公司的电力生产,从而实现一种良性循环。但是用户在使用电能时,经常出现不规范用电的行为,例如偷电行为。从而影响电力公司的利益。Electric energy is currently an inaccessible way of energy use for human production and life. It is produced by power companies and transmitted to users through various transmission lines and substations. Users pay fees to maintain power production by power companies, thus realizing a virtuous cycle. However, when users use electric energy, they often exhibit irregular power usage, such as stealing electricity. Thus affecting the interests of power companies.
现有的,在检查用户是否有不规范用电的行为时,一般是由电力公司工作人员进行抽查,通过查看电能表的接线是否正常来确定用户是否有不规范用电的行为。现有的方法消耗人力物力较大,检查的效率较低。Existing, when checking whether users have irregular electricity usage, the staff of the electric power company generally conduct random checks to determine whether the users have irregular electricity usage by checking whether the electric energy meter is connected normally. The existing methods consume much manpower and material resources, and the inspection efficiency is low.
发明内容Summary of the invention
本发明实施例提供了一种用电行为检测方法、装置、电子设备及存储介质,用以解决现有技术中检测用户是否有不规范用电的行为时消耗人力物力较大,检查的效率较低的问题。The embodiments of the present invention provide a method, device, electronic device and storage medium for detecting electricity usage behavior, which are used to solve the problem that in the prior art, when detecting whether a user has an irregular electricity usage behavior, it consumes more manpower and material resources, and the inspection efficiency is higher. Low problem.
本发明实施例提供了一种方法,所述方法包括:The embodiment of the present invention provides a method, and the method includes:
用电信息采集通信设备采集电能表每相电的用电信息;The electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter;
判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。Determine whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage; if so, determine that the user to which the electric energy meter belongs does not exist Abnormal electricity usage behavior.
进一步地,所述判断所述每相电的用电信息是否满足预设的异常行为检测规则包括:Further, the judging whether the electricity consumption information of each phase meets a preset abnormal behavior detection rule includes:
判断所述每相电的用电信息是否都相同,如果否,确定所述电能表所 属的用户存在异常用电行为;Determine whether the electricity consumption information of each phase of electricity is the same, and if not, determine that the user to which the electric energy meter belongs has abnormal electricity consumption behavior;
如果是,判断所述每相电的用电信息之和是否小于预设的第一用电信息阈值,如果是,确定所述电能表所属的用户存在异常用电行为;如果否,确定所述电能表所属的用户不存在异常用电行为。If yes, determine whether the sum of the electricity usage information of each phase is less than the preset first electricity usage information threshold; if yes, determine that the user to which the electric energy meter belongs has abnormal electricity usage behavior; if not, determine the The user to which the electric energy meter belongs has no abnormal electricity consumption behavior.
进一步地,所述确定所述电能表所属的用户存在异常用电行为之后,所述方法还包括:Further, after it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior, the method further includes:
根据所述每相电的用电信息,确定异常用电行为类型。According to the electricity consumption information of each phase, the abnormal electricity consumption behavior type is determined.
进一步地,所述根据所述每相电的用电信息,确定异常用电行为类型包括:Further, the determining the type of abnormal electricity consumption behavior according to the electricity consumption information of each phase includes:
如果仅有一相电的用电信息为0,确定所述电能表用电信息为0的一相短路或断路;If the electricity consumption information of only one phase of electricity is 0, it is determined that the one-phase electric energy meter whose electricity consumption information is 0 is short-circuited or disconnected;
如果有两相电的用电信息之和为0,确定所述电能表用电信息之和为0的两相中的一相反接;If the sum of the power consumption information of two phases is 0, it is determined that one of the two phases of which the sum of the power consumption information of the electric energy meter is 0 is reversely connected;
如果有一相电的用电信息小于另外两相,确定所述电能表用电信息较小的一相分流或电流互感器CT变比异常;If the power consumption information of one phase is less than the other two phases, determine that the one-phase shunt or the CT ratio of the current transformer with the smaller power consumption information of the electric energy meter is abnormal;
如果所述每相电的用电信息之和为0,确定所述电能表至少两相之间错接。If the sum of the electricity consumption information of each phase is 0, it is determined that the electric energy meter is misconnected between at least two phases.
进一步地,所述确定所述电能表所属的用户存在异常用电行为之后,所述方法还包括:Further, after it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior, the method further includes:
控制电能表断闸。Control the power meter to switch off.
进一步地,所述方法还包括:Further, the method further includes:
判断所述每相电的用电信息之和是否大于预设的第二用电信息阈值,如果是,确定所述电能表连接大功率设备,当经过预设的第一时间长度后,控制电能表断闸。Determine whether the sum of the power consumption information of each phase is greater than the preset second power consumption information threshold, if yes, determine that the electric energy meter is connected to a high-power device, and control the electric energy after the preset first time period has elapsed The table is broken.
进一步地,所述方法还包括:Further, the method further includes:
采集电能表自身存储电量信息;Collect the stored power information of the electric energy meter;
判断所述电量信息是否小于预设的电量阈值,如果是,当经过预设的 第二时间长度后,提示用户电能表欠费。It is determined whether the power information is less than a preset power threshold, and if so, after a preset second time period has elapsed, the user is prompted that the power meter is in arrears.
进一步地,所述指示用户电能表欠费包括:Further, the instructing the user to owe the electricity meter includes:
在预设的第三时间长度内,每经过预设的时间间隔,控制电能表断闸预设的第四时间长度,其中,所述预设的第四时间长度小于预设的第三时间长度。Within the preset third time length, every preset time interval elapses, the electric energy meter is controlled to shut off the preset fourth time length, wherein the preset fourth time length is less than the preset third time length .
本发明实施例提供了一种用电行为检测装置,所述装置包括:An embodiment of the present invention provides a device for detecting electricity usage behavior, the device including:
采集模块,用于采集电能表每相电的用电信息;Acquisition module, used to collect the electricity consumption information of each phase of the electric energy meter;
第一判断模块,用于判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。The first judgment module is used to judge whether the electricity consumption information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, determine the The user to which the electric energy meter belongs has no abnormal electricity consumption behavior.
进一步地,所述第一判断模块,具体用于判断所述每相电的用电信息是否都相同,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,判断所述每相电的用电信息之和是否小于预设的第一用电信息阈值,如果是,确定所述电能表所属的用户存在异常用电行为;如果否,确定所述电能表所属的用户不存在异常用电行为。Further, the first judgment module is specifically configured to judge whether the power consumption information of each phase of electricity is the same; if not, determine that the user to which the electric energy meter belongs has abnormal power consumption behavior; if so, judge the Whether the sum of the power consumption information of each phase is less than the preset first power consumption information threshold, if yes, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if not, it is determined that the user to which the electric energy meter belongs is not There is abnormal electricity usage.
进一步地,所述装置还包括:Further, the device further includes:
确定模块,用于根据所述每相电的用电信息,确定异常用电行为类型。The determining module is used to determine the type of abnormal electricity consumption behavior according to the electricity consumption information of each phase.
进一步地,所述确定模块,具体用于如果仅有一相电的用电信息为0,确定所述电能表用电信息为0的一相短路或断路;如果有两相电的用电信息之和为0,确定所述电能表用电信息之和为0的两相中的一相反接;如果有一相电的用电信息小于另外两相,确定所述电能表用电信息较小的一相分流或电流互感器CT变比异常;如果所述每相电的用电信息之和为0,确定所述电能表至少两相之间错接。Further, the determining module is specifically configured to determine that if the electricity consumption information of only one phase of electricity is 0, determine that the one-phase short-circuit or open circuit with the electricity consumption information of the electric energy meter is 0; if there is one of the two-phase electricity consumption information If the sum is 0, it is determined that one of the two phases of which the sum of the electricity consumption information of the electric energy meter is 0 is reversely connected; if the electricity consumption information of one phase is less than the other two phases, determine the smaller one of the electricity consumption information of the electric energy meter The phase shunt or the CT transformation ratio of the current transformer is abnormal; if the sum of the power consumption information of each phase is 0, it is determined that the electric energy meter is misconnected between at least two phases.
进一步地,所述装置还包括:Further, the device further includes:
控制模块,用于控制电能表断闸。The control module is used to control the electric energy meter to switch off.
进一步地,所述装置还包括:Further, the device further includes:
第二判断模块,用于判断所述每相电的用电信息之和是否大于预设的 第二用电信息阈值,如果是,确定所述电能表连接大功率设备,当经过预设的第一时间长度后,控制电能表断闸。The second judgment module is used to judge whether the sum of the power consumption information of each phase is greater than the preset second power consumption information threshold, and if so, it is determined that the electric energy meter is connected to a high-power device, and when it passes the preset first After a period of time, control the electric energy meter to switch off.
进一步地,所述采集模块,还用于采集电能表自身存储电量信息;Further, the collection module is also used to collect the stored power information of the electric energy meter itself;
所述装置还包括:The device also includes:
第三判断模块,用于判断所述电量信息是否小于预设的电量阈值,如果是,当经过预设的第二时间长度后,提示用户电能表欠费。The third judgment module is used to judge whether the power information is less than a preset power threshold, and if so, after a preset second time period has elapsed, prompt the user to owe the power meter.
进一步地,所述第三判断模块,具体用于在预设的第三时间长度内,每经过预设的时间间隔,控制电能表断闸预设的第四时间长度,其中,所述预设的第四时间长度小于预设的第三时间长度。Further, the third judgment module is specifically configured to control the power meter to turn off the preset fourth time length every time a preset time interval has elapsed within a preset third time length, wherein the preset The fourth time length of is less than the preset third time length.
本发明实施例提供了一种电子设备,包括处理器、通信接口、存储器和通信总线,其中,处理器,通信接口,存储器通过通信总线完成相互间的通信;The embodiment of the present invention provides an electronic device, including a processor, a communication interface, a memory, and a communication bus, where the processor, the communication interface, and the memory complete mutual communication through the communication bus;
存储器,用于存放计算机程序;Memory, used to store computer programs;
处理器,用于执行存储器上所存放的程序时,实现上述方法步骤。The processor is used to implement the above method steps when executing the program stored in the memory.
本发明实施例提供了一种计算机可读存储介质,所述计算机可读存储介质内存储有计算机程序,所述计算机程序被处理器执行时实现上述方法步骤。The embodiment of the present invention provides a computer-readable storage medium in which a computer program is stored, and the computer program implements the above method steps when executed by a processor.
本发明实施例提供了一种用电行为检测方法、装置、电子设备及存储介质,所述方法包括:用电信息采集通信设备采集电能表每相电的用电信息;判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。The embodiments of the present invention provide a method, device, electronic equipment, and storage medium for detecting electricity usage behavior. The method includes: collecting electricity usage information collection and communication equipment to collect electricity usage information of each phase of an electric energy meter; Whether the electricity consumption information meets the preset abnormal behavior detection rules, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior.
由于在本发明实施例中,通过接收电能表每相电的用电信息,然后判断每相电的用电信息满足预设的异常行为检测规则时,确定电能表所属的用户不存在异常用电行为,否则确定电能表所属的用户存在异常用电行为。不需要工作人员亲自检查,消耗人力物力小,检查的效率高。Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简要介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域的普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly describe the technical solutions in the embodiments of the present invention, the following will briefly introduce the drawings needed in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, without creative work, other drawings can be obtained from these drawings.
图1为本发明实施例1提供的用电行为检测过程示意图;FIG. 1 is a schematic diagram of the electricity consumption behavior detection process provided by Embodiment 1 of the present invention;
图2为本发明实施例1提供的用电信息采集通信设备结构示意图;2 is a schematic diagram of the structure of the electricity consumption information collection and communication equipment provided by Embodiment 1 of the present invention;
图3为本发明实施例2提供的用电行为检测过程示意图;FIG. 3 is a schematic diagram of the electricity consumption behavior detection process provided by Embodiment 2 of the present invention;
图4为本发明实施例3提供的正常情况下高供低计计量装置接线图;Fig. 4 is a wiring diagram of a high-supply-low-meter metering device provided in embodiment 3 of the present invention under normal conditions;
图5为本发明实施例3提供的C相断路窃电接线图;5 is a wiring diagram of phase C open circuit stealing electricity provided by Embodiment 3 of the present invention;
图6为本发明实施例提供的用电行为检测装置结构示意图;FIG. 6 is a schematic structural diagram of a device for detecting electricity consumption behavior according to an embodiment of the present invention;
图7为本发明实施例5提供的电子设备结构示意图。FIG. 7 is a schematic structural diagram of an electronic device according to Embodiment 5 of the present invention.
下面将结合附图对本发明作进一步地详细描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其它实施例,都属于本发明保护的范围。The present invention will be further described in detail below in conjunction with the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.
实施例1:Example 1:
图1为本发明实施例提供的用电行为检测过程示意图,该过程包括以下步骤:FIG. 1 is a schematic diagram of a process of detecting electricity consumption behavior according to an embodiment of the present invention. The process includes the following steps:
S101:用电信息采集通信设备采集电能表每相电的用电信息。S101: The electricity consumption information collection and communication equipment collects electricity consumption information of each phase of the electric energy meter.
本发明实施例提供的用电行为检测方法应用于用电信息采集通信设备。The electricity usage behavior detection method provided by the embodiment of the present invention is applied to electricity usage information collection and communication equipment.
现有技术中的用电信息采集通信设备包括电能表通信接口模块、通信处理模块(载波/无线)以及电源模块。其中,电源模块负责给整个用电信息采集通信设备供电。在接通电源后,用电信息采集通信设备供电才能开始工作。电表通信接口模块,为通信处理模块和电能表之间的连接提供通 信接口。通过电表通信接口模块,通信处理模块和电能表之间可以进行数据传输。通信处理模块,包括载波和无线两种形式,其主要功能是把原始数据通过PLC载波调制或者无线调制后发送到线路上,或者从线路上接收PLC载波或无线信号,解调出原始数据。The electricity consumption information collection and communication equipment in the prior art includes an electric energy meter communication interface module, a communication processing module (carrier/wireless), and a power supply module. Among them, the power module is responsible for supplying power to the entire electricity consumption information collection and communication equipment. After the power is turned on, the power information collection and communication equipment can only start to work. The meter communication interface module provides a communication interface for the connection between the communication processing module and the energy meter. Through the meter communication interface module, data transmission can be carried out between the communication processing module and the energy meter. The communication processing module includes two forms of carrier and wireless. Its main function is to send the original data to the line after PLC carrier modulation or wireless modulation, or to receive PLC carrier or wireless signals from the line and demodulate the original data.
在本发明实施例中,对现有技术中的用电信息采集通信设备进行了改进,在原有的用电信息采集通信设备中嵌入了控制器,图2为本发明实施例提供的用电信息采集通信设备结构示意图,用电信息采集通信设备包括电能表通信接口模块、通信处理模块(载波/无线)、电源模块以及嵌入式控制器。In the embodiment of the present invention, the electricity consumption information collection and communication equipment in the prior art is improved, and a controller is embedded in the original electricity consumption information collection and communication equipment. FIG. 2 is the electricity consumption information provided by the embodiment of the present invention. A schematic diagram of the structure of the collection and communication equipment. The power consumption information collection and communication equipment includes a power meter communication interface module, a communication processing module (carrier/wireless), a power supply module and an embedded controller.
用电信息采集通信设备与电能表连接,由于用电信息采集通信设备包括嵌入式控制器,因此用电信息采集通信设备具备了用电信息采集与存储分析功能。其中用电信息采集功能即为抄表功能,通过此功能,可以获得电能表的实时和历史的每相电的用电信息,其中,用电信息包括电压、电流、功率、电量、相角、功率因数等。用电信息存储与分析功能,即将用电信息采集通信设备采集到的用电信息进行分布式存储,然后再对用电信息进行分析和处理。例如通过对用电信息进行分析和处理,判断是否存在异常用电行为。The electricity consumption information collection and communication equipment is connected with the electric energy meter. Since the electricity consumption information collection and communication equipment includes an embedded controller, the electricity consumption information collection and communication equipment has the functions of electricity consumption information collection and storage analysis. Among them, the electricity consumption information collection function is the meter reading function. Through this function, the real-time and historical electricity consumption information of each phase of the electric energy meter can be obtained. The electricity consumption information includes voltage, current, power, electricity, phase angle, Power factor etc. Electricity usage information storage and analysis function, that is, distributed storage of electricity usage information collected by electricity usage information collection and communication equipment, and then analysis and processing of electricity usage information. For example, by analyzing and processing electricity consumption information, determine whether there is abnormal electricity consumption behavior.
现有的用电信息采集通信设备只具备数据传输功能,而用电信息的采集、存储以及分析都是由主站来完成,而主站管理的电能表数量很多,所以其采集到的数据会是海量的,而且采集到数据之后,还要进行存储及分析,一般情况下,主站无法完成这样海量数据的处理,这就使得主站管理电能表的数量受到限制,而且当主站与电能表的距离较远时,也会加大数据传输的难度,数据传输时,也会存在着数据传输出错的情况,这些都会影响到整个系统的性能。本发明实施例所提出的改进后的用电信息采集通信设备,可以在数据采集之后,直接对数据进行处理,使得主站可以有更多的时间来管理整个系统,同时也可以使主站管理更多数量的电能表,同时又因为数据可以在用电信息采集通信设备中分析和处理,避免了传输出 错的可能,所以本发明实施例提供的用电信息采集通信设备可以极大的提高数据处理效率,也使整个系统的性能得以提高。The existing electricity consumption information collection and communication equipment only has the function of data transmission, and the collection, storage and analysis of electricity consumption information are all done by the master station, and the number of electric energy meters managed by the master station is large, so the collected data will It is massive, and after the data is collected, it must be stored and analyzed. Under normal circumstances, the master station cannot complete the processing of such massive data, which makes the number of electric energy meters managed by the master station limited, and when the master station interacts with electric energy When the distance of the meter is far, it will increase the difficulty of data transmission. During data transmission, there will also be data transmission errors, which will affect the performance of the entire system. The improved electricity consumption information collection communication equipment proposed in the embodiment of the present invention can directly process the data after data collection, so that the master station can have more time to manage the entire system, and at the same time, the master station can manage A larger number of electric energy meters, and because the data can be analyzed and processed in the electricity usage information collection and communication equipment, which avoids the possibility of transmission errors, the electricity usage information collection and communication equipment provided by the embodiments of the present invention can greatly improve data Processing efficiency also improves the performance of the entire system.
S102:判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。S102: Determine whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage; if so, determine the user to which the electric energy meter belongs There is no abnormal electricity consumption behavior.
用电信息采集通信设备中保存有预设的异常行为检测规则,该预设的异常行为检测规则可以是判断每相电的电流是否相同,或者判断三相电中是否存在电流为0等。A preset abnormal behavior detection rule is stored in the electricity consumption information collection and communication device, and the preset abnormal behavior detection rule may be to determine whether the current of each phase of electricity is the same, or to determine whether there is a current of zero in the three-phase electricity, etc.
用电信息采集通信设备采集到电能表的每相电的用电信息之后,判断每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定电能表所属的用户存在异常用电行为;如果是,确定电能表所属的用户不存在异常用电行为。After the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter, it determines whether the electricity consumption information of each phase meets the preset abnormal behavior detection rules. If not, determines that the user to which the electric energy meter belongs has abnormal usage information. Electricity behavior; if yes, make sure that the user to which the energy meter belongs does not have abnormal electricity consumption behavior.
例如,预设的异常行为检测规则为判断每相电的电流是否相同,用电信息采集通信设备采集到电能表的每相电的用电信息之后,识别电能表的每相电的电流,如果判断每相电的电流相同,确定电能表所属的用户不存在异常用电行为,否则,确定电能表所属的用户存在异常用电行为。For example, the preset abnormal behavior detection rule is to determine whether the current of each phase of electricity is the same. After the electricity consumption information collection and communication device collects the electricity consumption information of each phase of the electric energy meter, identify the current of each phase of the electric energy meter, if It is determined that the current of each phase of electricity is the same, and it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior; otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior.
由于在本发明实施例中,通过采集电能表每相电的用电信息,然后判断每相电的用电信息满足预设的异常行为检测规则时,确定电能表所属的用户不存在异常用电行为,否则确定电能表所属的用户存在异常用电行为。不需要工作人员亲自检查,消耗人力物力小,检查的效率高。Because in the embodiment of the present invention, by collecting the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
实施例2:Example 2:
为了使检测用电行为是否异常更准确,在上述实施例的基础上,在本发明实施例中,所述判断所述每相电的用电信息是否满足预设的异常行为检测规则包括:In order to make it more accurate to detect whether the electricity consumption behavior is abnormal, on the basis of the foregoing embodiment, in the embodiment of the present invention, the determining whether the electricity consumption information of each phase meets the preset abnormal behavior detection rule includes:
判断所述每相电的用电信息是否都相同,如果否,确定所述电能表所属的用户存在异常用电行为;Determine whether the electricity consumption information of each phase of electricity is the same, and if not, determine that the user to which the electric energy meter belongs has abnormal electricity consumption behavior;
如果是,判断所述每相电的用电信息之和是否小于预设的第一用电信 息阈值,如果是,确定所述电能表所属的用户存在异常用电行为;如果否,确定所述电能表所属的用户不存在异常用电行为。If yes, determine whether the sum of the electricity usage information of each phase is less than the preset first electricity usage information threshold; if yes, determine that the user to which the electric energy meter belongs has abnormal electricity usage behavior; if not, determine the The user to which the electric energy meter belongs has no abnormal electricity consumption behavior.
图3为本发明实施例提供的用电行为检测过程示意图,如图3所示,用电信息采集通信设备采集电能表每相电的用电信息之后,首先判断每相电的用电信息是否都相同,如果不都相同,则确定电能表所属的用户存在异常用电行为。如果都相同,继续判断每相电的用电信息之和是否小于预设的第一用电信息阈值,如果是,确定电能表所属的用户存在异常用电行为;如果否,确定电能表所属的用户不存在异常用电行为。Figure 3 is a schematic diagram of the electricity usage behavior detection process provided by an embodiment of the present invention. As shown in Figure 3, after the electricity usage information collection and communication device collects the electricity usage information of each phase of the electric energy meter, it first determines whether the electricity usage information of each phase is If they are all the same, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. If they are all the same, continue to determine whether the sum of the power consumption information of each phase is less than the preset first power consumption information threshold. If yes, determine that the user to which the electric energy meter belongs has abnormal power consumption behavior; if not, determine the to which the electric energy meter belongs The user has no abnormal electricity usage behavior.
由于在本发明实施例中,只有当每相电的用电信息都相同,并且每相电的用电信息之和不小于预设的第一用电信息阈值时,才确定电能表所属的用户不存在异常用电行为,否则,确定电能表所属的用户存在异常用电行为。因此使得检测用电行为是否异常更准确。Because in the embodiment of the present invention, only when the power consumption information of each phase is the same, and the sum of the power consumption information of each phase is not less than the preset first power consumption information threshold, the user to which the electric energy meter belongs is determined There is no abnormal electricity consumption behavior, otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. Therefore, it is more accurate to detect whether the electricity consumption behavior is abnormal.
实施例3:Example 3:
当出现异常用电行为时,为了确定具体的异常用电行为类型,在本发明实施例中,所述确定所述电能表所属的用户存在异常用电行为之后,所述方法还包括:When abnormal electricity usage behavior occurs, in order to determine the specific type of abnormal electricity usage behavior, in the embodiment of the present invention, after determining that the user to which the electric energy meter belongs has abnormal electricity usage behavior, the method further includes:
根据所述每相电的用电信息,确定异常用电行为类型。According to the electricity consumption information of each phase, the abnormal electricity consumption behavior type is determined.
用电信息采集通信设备中可以预先保存每相电的用电信息与异常用电行为类型的对应关系,在采集到每相电的用电信息之后,根据每相电的用电信息与异常用电行为类型的对应关系,确定异常用电行为类型。The electricity consumption information collection and communication equipment can pre-store the corresponding relationship between the electricity consumption information of each phase and the abnormal electricity consumption behavior type. After collecting the electricity consumption information of each phase, Correspondence of electrical behavior types to determine the type of abnormal electrical behavior.
例如,每相电的用电信息与异常用电行为类型的对应关系为,每相电的用电信息之和为0,异常用电行为类型为电能表至少两相之间错接。用电信息采集通信设备在采集到每相电的用电信息之后,并且计算每相电的用电信息之和为0,此时可以确定异常用电行为类型为电能表至少两相之间错接。For example, the corresponding relationship between the electricity consumption information of each phase and the abnormal electricity consumption behavior type is that the sum of the electricity consumption information of each phase is 0, and the abnormal electricity consumption behavior type is the misconnection between at least two phases of the electric energy meter. After the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase, and calculates the sum of the electricity consumption information of each phase to be 0, it can be determined that the type of abnormal electricity consumption is the error between at least two phases of the electric energy meter. Pick up.
为了更准确的确定异常用电行为类型,在本发明实施例中,所述根据所述每相电的用电信息,确定异常用电行为类型包括:In order to more accurately determine the type of abnormal electricity usage behavior, in the embodiment of the present invention, the determining the type of abnormal electricity usage behavior according to the electricity usage information of each phase includes:
如果仅有一相电的用电信息为0,确定所述电能表用电信息为0的一相短路或断路;If the electricity consumption information of only one phase of electricity is 0, it is determined that the one-phase electric energy meter whose electricity consumption information is 0 is short-circuited or disconnected;
如果有两相电的用电信息之和为0,确定所述电能表用电信息之和为0的两相中的一相反接;If the sum of the power consumption information of two phases is 0, it is determined that one of the two phases of which the sum of the power consumption information of the electric energy meter is 0 is reversely connected;
如果有一相电的用电信息小于另外两相,确定所述电能表用电信息较小的一相分流或电流互感器CT变比异常;If the power consumption information of one phase is less than the other two phases, determine that the one-phase shunt or the CT ratio of the current transformer with the smaller power consumption information of the electric energy meter is abnormal;
如果所述每相电的用电信息之和为0,确定所述电能表至少两相之间错接。If the sum of the electricity consumption information of each phase is 0, it is determined that the electric energy meter is misconnected between at least two phases.
电力系统的计量方式分为三类:高供高计、高供低计、低供低计。一般工厂多采用高供低计方式供电。而窃电的用户大多是需要大量用电的工厂等,本发明实施例针对高供低计计量方式下的窃电行为进行分析。The measurement methods of the power system are divided into three categories: high supply high meter, high supply low meter, and low supply low meter. Generally, factories use high power supply and low power supply. The users who steal electricity are mostly factories that require a large amount of electricity. The embodiment of the present invention analyzes the electricity theft behavior in the high-supply low-meter metering mode.
图4为正常情况下高供低计计量装置接线图,图4中的TA为电流互感器,电流互感器的功能是将一次侧大电流转换成二次侧小电流。图5为C相断路窃电接线图,如图5所示,C相断路之后,C相的用电信息变为0。在该计量方式下,用电信息采集通信设备将三相的用电信息求和得到用户总的用电信息,当出现二次电流回路断路时,例如C相断路,则会造成C相用电信息缺失,此时的用电信息变化系数为2/3。某相短路时,也会造成该想的用电信息为0,此时的用电信息变化系数也为2/3,在此不再对短路的情况进行详细说明。Figure 4 is the wiring diagram of the high-supply low-meter metering device under normal conditions. The TA in Figure 4 is a current transformer. The function of the current transformer is to convert a large current on the primary side into a small current on the secondary side. Figure 5 is a wiring diagram of phase C open circuit stealing electricity. As shown in Figure 5, after phase C is open, the power consumption information of phase C becomes 0. In this metering mode, the electricity consumption information collection and communication equipment sums the three-phase electricity consumption information to obtain the user's total electricity consumption information. When the secondary current loop is disconnected, for example, the C-phase is disconnected, it will cause the C-phase power consumption. Information is missing, and the coefficient of change of electricity consumption information at this time is 2/3. When a certain phase is short-circuited, it will also cause the expected electricity consumption information to be 0, and the change coefficient of the electricity consumption information at this time is also 2/3. The short-circuit situation will not be described in detail here.
当出现两相电反接时,例如A相反接,此时A向的用电信息为-PA,B向的用电信息为PB,C向的用电信息为PC。这三相的用电信息相加时,A相和B相的用电信息会被抵消掉,因此A相和B相的电信息之和为0,而此时总的用电信息为正常用电信息的1/3。When two-phase electrical reverse connection occurs, for example, A is reversely connected. At this time, the electricity consumption information of A direction is -PA, the electricity consumption information of B direction is PB, and the electricity consumption information of C direction is PC. When the power consumption information of these three phases is added, the power consumption information of phase A and phase B will be offset, so the sum of the power consumption information of phase A and B is 0, and the total power consumption information at this time is normal. 1/3 of electricity information.
当出现两相电错接时,例如A相与B相错接,此时总功率的计算公式为:When two-phase electrical misconnection occurs, for example, phase A and phase B are misconnected, the total power calculation formula is:
式中 为负载功率因数角,U a为A相电压,I a为A相电流,U b为B相电压,I b为B相电流,U c为C相电压,I c为C相电流,P为总功率。 Where Is the load power factor angle, U a is phase A voltage, I a is phase A current, U b is phase B voltage, I b is phase B current, U c is phase C voltage, I c is phase C current, P is Total power.
由上式可以看出,电能表至少两相之间错接时,会导致每相电的电功率之和为0,因此如果所述每相电的用电信息之和为0,可以确定电能表至少两相之间错接。It can be seen from the above formula that when at least two phases of the electric energy meter are connected incorrectly, the sum of the electric power of each phase will be 0. Therefore, if the sum of the electricity consumption information of each phase is 0, the electric energy meter can be determined At least two phases are misconnected.
另外,当某相存在分流,或电流互感器CT变比异常时,该相的电流会小于另外两相,根据该相的电流与另外两相中任意一项的电流的比值,可以确定该相的电流变化系数Ka,而此时用电信息变化系数为(2+Ka)/3。In addition, when there is a shunt in a certain phase, or the CT ratio of the current transformer is abnormal, the current of this phase will be smaller than the other two phases. According to the ratio of the current of this phase to the current of any one of the other two phases, the phase can be determined The current change coefficient Ka, and the change coefficient of electricity consumption information at this time is (2+Ka)/3.
上述断路、短路、错接、反接、分流和CT变比均属于窃电异常行为,窃电行为、三相电流值、电流变化系数和单位时间用电量变换系数K的对应关系如下表所示:The above-mentioned open circuit, short circuit, wrong connection, reverse connection, shunt and CT transformation ratio are all abnormal behaviors of electric stealing. The corresponding relationship between electric stealing behavior, three-phase current value, current variation coefficient and power consumption conversion coefficient K per unit time is shown in the following table Show:
当确定电能表所属的用户存在异常用电行为之后,为了制止异常用电行为,在本发明实施例中,所述确定所述电能表所属的用户存在异常用电 行为之后,所述方法还包括:After it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior, in order to prevent the abnormal electricity consumption behavior, in the embodiment of the present invention, after determining that the user to which the electric energy meter belongs has abnormal electricity consumption behavior, the method further includes :
控制电能表断闸。Control the power meter to switch off.
用电信息采集通信设备在确定所述电能表所属的用户存在异常用电行为之后,可以向电能表发送断闸控制指令,电能表接收到断闸控制指令后控制自身断闸,从而停止供电。After determining that the user to which the electric energy meter belongs has abnormal electricity consumption behavior, the electricity consumption information collection and communication device may send a switch-off control instruction to the electric energy meter. After receiving the switch-off control instruction, the electric energy meter controls itself to switch off, thereby stopping power supply.
另外,用户有可能使用大功率设备,为了实现检测电能表是否连接大功率设备,在本发明实施例中,所述方法还包括:In addition, users may use high-power equipment. In order to detect whether the electric energy meter is connected to the high-power equipment, in the embodiment of the present invention, the method further includes:
判断所述每相电的用电信息之和是否大于预设的第二用电信息阈值,如果是,确定所述电能表连接大功率设备,当经过预设的第一时间长度后,控制电能表断闸。Determine whether the sum of the power consumption information of each phase is greater than the preset second power consumption information threshold, if yes, determine that the electric energy meter is connected to a high-power device, and control the electric energy after the preset first time period has elapsed The table is broken.
用电信息采集通信设备中还可以保存预设的第二用电信息阈值,其中,预设的第二用电信息阈值不小于预设的第一用电信息阈值。用电信息采集通信设备采集每相电的用电信息之后,计算每相电的用电信息之和是否大于预设的第二用电信息阈值,如果是,确定电能表连接大功率设备。The power usage information collection and communication device may also store a preset second power usage information threshold, where the preset second power usage information threshold is not less than the preset first power usage information threshold. After the electricity consumption information collection and communication equipment collects the electricity consumption information of each phase, it calculates whether the sum of the electricity consumption information of each phase is greater than the preset second electricity consumption information threshold, and if so, determines that the electric energy meter is connected to the high-power equipment.
用电信息采集通信设备中还可以保存预设的第一时间长度,其中,预设的第一时间长度可以是1小时、2小时等,用电信息采集通信设备中可以安装计时器,自确定出电能表连接大功率设备起,经过预设的第一时间长度后,向电能表发送断闸控制指令,电能表接收到断闸控制指令后控制自身断闸,从而停止供电。A preset first time length can also be saved in the electricity consumption information collection and communication equipment, where the preset first time length can be 1 hour, 2 hours, etc., and a timer can be installed in the electricity consumption information collection and communication equipment, which is self-determined After the power meter is connected to the high-power equipment, after a preset first time period, the power meter sends a switch-off control instruction, and the power meter controls itself to switch off after receiving the switch-off control instruction, thereby stopping the power supply.
另外,在不同的场景下,可以对使用大功率设备的情况采用不同的控制策略,例如,在工厂等场景中允许适当的连接大功率设备,因此,当应用在工厂场景下时,在确定出电能表连接大功率设备后,可以延时预设的第一时间长度后,控制电能表断闸。而在学校等场景中不允许连接大功率设备,因此,当应用在学校场景下时,在确定出电能表连接大功率设备后,可以立即控制电能表断闸,以保证用电安全。In addition, in different scenarios, different control strategies can be used for the use of high-power devices. For example, in a factory and other scenarios, appropriate connection of high-power devices is allowed. Therefore, when applied in a factory scenario, it is determined After the electric energy meter is connected to the high-power equipment, the electric energy meter can be controlled to switch off after a preset first time period. However, high-power devices are not allowed to be connected in scenarios such as schools. Therefore, when applied in a school scenario, after determining that the power meter is connected to a high-power device, the power meter can be immediately controlled to switch off to ensure the safety of electricity.
实施例4:Example 4:
在上述各实施例的基础上,在本发明实施例中,所述方法还包括:On the basis of the foregoing embodiments, in an embodiment of the present invention, the method further includes:
采集电能表发送的自身存储电量信息;Collect self-stored power information sent by the electric energy meter;
判断所述电量信息是否小于预设的电量阈值,如果是,当经过预设的第二时间长度后,提示用户电能表欠费。It is determined whether the power information is less than a preset power threshold, and if so, after a preset second time period has elapsed, the user is prompted that the power meter is in arrears.
在本发明实施例中,用电信息采集通信设备还可以获取电能表自身存储的电量信息,用电信息采集通信设备中可以保存预设的电量阈值,该电量阈值可以是较小的值,例如1度、2度等,当判断电量信息小于预设的电量阈值时,可以确定用户电能表欠费,为了提高用户的体验,当确定用户电能表欠费时,可以不立即控制电能表断闸,而是经过预设的第二时间长度后,提示用户电能表欠费。预设的第二时间长度可以是2小时、3小时等。提示用户电能表欠费可以是通过报警的形式提示,例如在电能表中安装报警模块,经过预设的第二时间长度后,控制报警模块发出报警信息。或者也可以在电能表中安装欠费提示指示灯,没有欠费时,提示指示灯处于不亮的状态,当确定用户电能表欠费,经过预设的第二时间长度后,控制提示指示灯变亮。In the embodiment of the present invention, the electricity usage information collection communication device can also obtain the electricity information stored by the electric energy meter itself, and the electricity usage information collection communication device can store a preset electricity threshold value, which can be a small value, for example 1 degree, 2 degree, etc., when it is judged that the power information is less than the preset power threshold, the user can determine that the user's energy meter is in arrears. In order to improve the user's experience, when it is determined that the user's energy meter is in arrears, the power meter can not be controlled immediately , But after a preset second length of time, the user is prompted to owe the electricity meter. The preset second time length can be 2 hours, 3 hours, etc. The reminder of the arrears of the electric energy meter may be in the form of an alarm. For example, an alarm module is installed in the electric energy meter, and after a preset second time period, the alarm module is controlled to send out an alarm message. Or you can also install arrears reminder indicator in the electric energy meter. When there is no arrears, the reminder indicator will not be on. When it is determined that the user's energy meter is in arrears, the reminder indicator will be controlled after a preset second time period. Brighten.
较佳的,所述指示用户电能表欠费包括:Preferably, the instructing the user to owe the electricity meter includes:
在预设的第三时间长度内,每经过预设的时间间隔,控制电能表断闸预设的第四时间长度,其中,所述预设的第四时间长度小于预设的第三时间长度。Within the preset third time length, every preset time interval elapses, the electric energy meter is controlled to shut off the preset fourth time length, wherein the preset fourth time length is less than the preset third time length .
当确定用户电能表欠费,经过预设的第二时间长度后,在预设的第三时间长度内进行轮次控制。其中,预设的第二时间长度和预设的第三时间长度可以相同或不同。When it is determined that the user's electric energy meter is in arrears, after the preset second time period elapses, the control is performed in rounds within the preset third time period. Wherein, the preset second time length and the preset third time length may be the same or different.
例如,当检测到用户电能表欠费时,设定第二时间长度为12小时,当第二时间长度到时,开始进行轮次控制。例如,预设的第三时间长度为4小时,预设的时间间隔为30分钟,预设的第四时间长度为5分钟,则在轮次控制的4小时时间长度内,每隔30分钟控制电能表断闸5分钟,从而提示用户欠费。For example, when it is detected that the user's electric energy meter is in arrears, the second time length is set to 12 hours, and when the second time length expires, the round control is started. For example, if the preset third time length is 4 hours, the preset time interval is 30 minutes, and the preset fourth time length is 5 minutes, the control will be performed every 30 minutes during the 4-hour time period of the round control. The electric energy meter is switched off for 5 minutes, thereby prompting the user to owe fees.
另外,用电信息采集通信设备中还可以保存预设的限电时间长度,限 电时间主要是学校之类的公共场所的限电。限电时间可以是晚上10:30到第二天早上5:30,即在这段时间内控制电能表断闸。In addition, the power consumption information collection and communication equipment can also save the preset length of power restriction time, which is mainly the power restriction in public places such as schools. The power limit time can be from 10:30 in the evening to 5:30 in the morning of the next day, that is, during this period of time, the power meter is controlled to be switched off.
需要说明的是,用电信息采集通信设备中保存的预设时间长度、检测异常用电行为的方法以及针对不同异常行为的控制策略可以由主站进行配置。It should be noted that the preset length of time saved in the electricity usage information collection communication device, the method of detecting abnormal electricity usage behavior, and the control strategy for different abnormal behaviors can be configured by the master station.
图6为本发明实施例提供的用电行为检测装置结构示意图,所述装置包括:Fig. 6 is a schematic structural diagram of a device for detecting electricity consumption behavior according to an embodiment of the present invention, and the device includes:
采集模块61,用于采集电能表每相电的用电信息;The
第一判断模块62,用于判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。The first judging
所述第一判断模块62,具体用于判断所述每相电的用电信息是否都相同,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,判判断所述每相电的用电信息之和是否小于预设的第一用电信息阈值,如果是,确定所述电能表所属的用户存在异常用电行为;如果否,确定所述电能表所属的用户不存在异常用电行为。The
所述装置还包括:The device also includes:
确定模块63,用于根据所述每相电的用电信息,确定异常用电行为类型。The determining
所述确定模块63,具体用于如果仅有一相电的用电信息为0,确定所述电能表用电信息为0的一相短路或断路;如果有两相电的用电信息之和为0,确定所述电能表用电信息之和为0的两相中的一相反接;如果有一相电的用电信息小于另外两相,确定所述电能表用电信息较小的一相分流或电流互感器CT变比异常;如果所述每相电的用电信息之和为0,确定所述电能表至少两相之间错接。The determining
所述装置还包括:The device also includes:
控制模块64,用于控制电能表断闸。The
所述装置还包括:The device also includes:
第二判断模块65,用于判断所述每相电的用电信息之和是否大于预设的第二用电信息阈值,如果是,确定所述电能表连接大功率设备,当经过预设的第一时间长度后,控制电能表断闸。The
所述采集模块61,还用于采集电能表自身存储电量信息;The
所述装置还包括:The device also includes:
第三判断模块66,用于判断所述电量信息是否小于预设的电量阈值,如果是,当经过预设的第二时间长度后,提示用户电能表欠费。The
所述第三判断模块66,具体用于在预设的第三时间长度内,每经过预设的时间间隔,控制电能表断闸预设的第四时间长度,其中,所述预设的第四时间长度小于预设的第三时间长度。The
实施例5:Example 5:
在上述各实施例的基础上,本发明实施例中还提供了一种电子设备,如图7所示,包括:处理器701、通信接口702、存储器703和通信总线704,其中,处理器701,通信接口702,存储器703通过通信总线704完成相互间的通信;On the basis of the foregoing embodiments, an embodiment of the present invention also provides an electronic device, as shown in FIG. 7, comprising: a
所述存储器703中存储有计算机程序,当所述程序被所述处理器701执行时,使得所述处理器701执行如下步骤:A computer program is stored in the
用电信息采集通信设备采集电能表每相电的用电信息;The electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter;
判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。Determine whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage; if so, determine that the user to which the electric energy meter belongs does not exist Abnormal electricity usage behavior.
基于同一发明构思,本发明实施例中还提供了一种电子设备,由于上述电子设备解决问题的原理与用电行为检测方法相似,因此上述电子设备的实施可以参见方法的实施,重复之处不再赘述。Based on the same inventive concept, the embodiments of the present invention also provide an electronic device. Since the principle of the above-mentioned electronic device to solve the problem is similar to that of the electricity consumption behavior detection method, the implementation of the above-mentioned electronic device can refer to the implementation of the method. Repeat it again.
本发明实施例提供的电子设备具体可以为用电信息采集通信设备。The electronic device provided in the embodiment of the present invention may specifically be a communication device for collecting electricity usage information.
上述电子设备提到的通信总线可以是外设部件互连标准(Peripheral Component Interconnect,PCI)总线或扩展工业标准结构(Extended Industry Standard Architecture,EISA)总线等。该通信总线可以分为地址总线、数据总线、控制总线等。为便于表示,图中仅用一条粗线表示,但并不表示仅有一根总线或一种类型的总线。The communication bus mentioned in the above electronic device may be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc. The communication bus can be divided into address bus, data bus, control bus and so on. For ease of representation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.
通信接口702用于上述电子设备与其他设备之间的通信。The
存储器可以包括随机存取存储器(Random Access Memory,RAM),也可以包括非易失性存储器(Non-Volatile Memory,NVM),例如至少一个磁盘存储器。可选地,存储器还可以是至少一个位于远离前述处理器的存储装置。The memory may include random access memory (Random Access Memory, RAM), and may also include non-volatile memory (Non-Volatile Memory, NVM), such as at least one disk storage. Optionally, the memory may also be at least one storage device located far away from the foregoing processor.
上述处理器可以是嵌入式控制器、数字信号处理器(Digital Signal Processing,DSP)等。The foregoing processor may be an embedded controller, a digital signal processor (Digital Signal Processing, DSP), etc.
在本发明实施例中处理器执行存储器上所存放的程序时,实现用电信息采集通信设备采集电能表每相电的用电信息;判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。由于在本发明实施例中,通过接收电能表每相电的用电信息,然后判断每相电的用电信息满足预设的异常行为检测规则时,确定电能表所属的用户不存在异常用电行为,否则确定电能表所属的用户存在异常用电行为。不需要工作人员亲自检查,消耗人力物力小,检查的效率高。In the embodiment of the present invention, when the processor executes the program stored in the memory, it is realized that the electricity consumption information collection communication device collects the electricity consumption information of each phase of the electric energy meter; it is judged whether the electricity consumption information of each phase meets the preset In the abnormal behavior detection rule, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if it is, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior. Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
实施例6:Example 6:
在上述各实施例的基础上,本发明实施例还提供了一种计算机存储可读存储介质,所述计算机可读存储介质内存储有可由电子设备执行的计算机程序,当所述程序在所述电子设备上运行时,使得所述电子设备执行时实现如下步骤:On the basis of the foregoing embodiments, the embodiments of the present invention also provide a computer storage readable storage medium, and the computer readable storage medium stores a computer program executable by an electronic device. When the program is stored in the When the electronic device is running, the following steps are realized when the electronic device is executed:
用电信息采集通信设备采集电能表每相电的用电信息;The electricity consumption information collection and communication equipment collects the electricity consumption information of each phase of the electric energy meter;
判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电 能表所属的用户不存在异常用电行为。Determine whether the electricity usage information of each phase meets the preset abnormal behavior detection rules, if not, determine that the user to which the electric energy meter belongs has abnormal electricity usage; if so, determine that the user to which the electric energy meter belongs does not exist Abnormal electricity usage behavior.
基于同一发明构思,本发明实施例中还提供了一种计算机可读存储介质,由于处理器在执行上述计算机可读存储介质上存储的计算机程序时解决问题的原理与用电行为检测方法相似,因此处理器在执行上述计算机可读存储介质存储的计算机程序的实施可以参见方法的实施,重复之处不再赘述。Based on the same inventive concept, the embodiments of the present invention also provide a computer-readable storage medium. Since the processor executes the computer program stored on the above-mentioned computer-readable storage medium, the principle of solving the problem is similar to that of the electricity consumption behavior detection method. Therefore, the implementation of the computer program stored in the above-mentioned computer-readable storage medium by the processor may refer to the implementation of the method, and the repetition will not be repeated.
上述计算机可读存储介质可以是电子设备中的处理器能够存取的任何可用介质或数据存储设备,包括随机存取存储器(random access memory,RAM)以及半导体存储器如ROM、EPROM、EEPROM、非易失性存储器(NAND FLASH)、固态硬盘(SSD)等。The aforementioned computer-readable storage medium may be any available medium or data storage device that can be accessed by the processor in the electronic device, including random access memory (RAM) and semiconductor memory such as ROM, EPROM, EEPROM, and Lost memory (NAND FLASH), solid state drive (SSD), etc.
在本发明实施例中提供的计算机可读存储介质内存储计算机程序,计算机程序被处理器执行时实现用电信息采集通信设备采集电能表每相电的用电信息;判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。由于在本发明实施例中,通过接收电能表每相电的用电信息,然后判断每相电的用电信息满足预设的异常行为检测规则时,确定电能表所属的用户不存在异常用电行为,否则确定电能表所属的用户存在异常用电行为。不需要工作人员亲自检查,消耗人力物力小,检查的效率高。A computer program is stored in the computer-readable storage medium provided in the embodiment of the present invention. When the computer program is executed by the processor, the electricity consumption information collection communication device collects the electricity consumption information of each phase of the electric energy meter; Whether the electricity usage information meets the preset abnormal behavior detection rule, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity usage behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity usage behavior. Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
本发明实施例提供了一种用电行为检测方法、装置、电子设备及存储介质,所述方法包括:用电信息采集通信设备采集电能表每相电的用电信息;判断所述每相电的用电信息是否满足预设的异常行为检测规则,如果否,确定所述电能表所属的用户存在异常用电行为;如果是,确定所述电能表所属的用户不存在异常用电行为。The embodiments of the present invention provide a method, device, electronic equipment, and storage medium for detecting electricity usage behavior. The method includes: collecting electricity usage information collection and communication equipment to collect electricity usage information of each phase of an electric energy meter; Whether the electricity consumption information meets the preset abnormal behavior detection rules, if not, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior; if so, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption behavior.
由于在本发明实施例中,通过接收电能表每相电的用电信息,然后判断每相电的用电信息满足预设的异常行为检测规则时,确定电能表所属的用户不存在异常用电行为,否则确定电能表所属的用户存在异常用电行为。 不需要工作人员亲自检查,消耗人力物力小,检查的效率高。Because in the embodiment of the present invention, by receiving the electricity consumption information of each phase of the electric energy meter, and then determining that the electricity consumption information of each phase meets the preset abnormal behavior detection rules, it is determined that the user to which the electric energy meter belongs does not have abnormal electricity consumption. Otherwise, it is determined that the user to which the electric energy meter belongs has abnormal electricity consumption behavior. There is no need for staff to personally inspect, consume little manpower and material resources, and the inspection efficiency is high.
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to flowcharts and/or block diagrams of methods, devices (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and/or block in the flowchart and/or block diagram, and the combination of processes and/or blocks in the flowchart and/or block diagram can be implemented by computer program instructions. These computer program instructions can be provided to the processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing equipment to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing equipment are generated It is a device that realizes the functions specified in one process or multiple processes in the flowchart and/or one block or multiple blocks in the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions can also be stored in a computer-readable memory that can guide a computer or other programmable data processing equipment to work in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture including the instruction device. The device implements the functions specified in one process or multiple processes in the flowchart and/or one block or multiple blocks in the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded on a computer or other programmable data processing equipment, so that a series of operation steps are executed on the computer or other programmable equipment to produce computer-implemented processing, so as to execute on the computer or other programmable equipment. The instructions provide steps for implementing functions specified in a flow or multiple flows in the flowchart and/or a block or multiple blocks in the block diagram.
尽管已描述了本发明的优选实施例,但本领域内的技术人员一旦得知了基本创造性概念,则可对这些实施例作出另外的变更和修改。所以,所附权利要求意欲解释为包括优选实施例以及落入本发明范围的所有变更和修改。Although the preferred embodiments of the present invention have been described, those skilled in the art can make additional changes and modifications to these embodiments once they learn the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present invention.
显然,本领域的技术人员可以对本发明进行各种改动和变型而不脱离本发明的精神和范围。这样,倘若本发明的这些修改和变型属于本发明权利要求及其等同技术的范围之内,则本发明也意图包含这些改动和变型在内。Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. In this way, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalent technologies, the present invention is also intended to include these modifications and variations.
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| CN113805004B (en) * | 2021-09-29 | 2023-12-01 | 兴容(上海)信息技术股份有限公司 | Abnormality monitoring method and system for intelligent ammeter connecting equipment |
| CN114167200A (en) * | 2021-11-04 | 2022-03-11 | 合肥中能电力科技有限公司 | Intelligent studying and judging algorithm applied to energy management |
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| CN116340765A (en) * | 2023-02-16 | 2023-06-27 | 成都昶鑫电子科技有限公司 | Electricity larceny user prediction method and device, storage medium and electronic equipment |
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| CN116910596A (en) * | 2023-07-26 | 2023-10-20 | 江苏方天电力技术有限公司 | User electricity stealing analysis method, device and storage medium based on improved DBSCAN clustering |
| CN120030263A (en) * | 2025-04-22 | 2025-05-23 | 国网安徽省电力有限公司芜湖市湾沚区供电公司 | A method, device and medium for locating abnormal line loss in a transformer area based on multi-dimensional analysis |
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| JP7249431B2 (en) | 2023-03-30 |
| JP2022528369A (en) | 2022-06-10 |
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