WO2025097771A1 - Human-machine collaborative management and control method, system and device involving logistics storage and transportation - Google Patents
Human-machine collaborative management and control method, system and device involving logistics storage and transportation Download PDFInfo
- Publication number
- WO2025097771A1 WO2025097771A1 PCT/CN2024/099480 CN2024099480W WO2025097771A1 WO 2025097771 A1 WO2025097771 A1 WO 2025097771A1 CN 2024099480 W CN2024099480 W CN 2024099480W WO 2025097771 A1 WO2025097771 A1 WO 2025097771A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- transportation
- queue
- item
- manual
- logistics storage
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06316—Sequencing of tasks or work
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0633—Workflow analysis
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
Definitions
- the present invention relates to the technical field of intelligent logistics control, and in particular to a human-machine collaborative control method, system and equipment for logistics storage and transportation.
- the steel industry needs to use a large amount of raw materials in its daily work.
- the raw materials entering each steel plant are large in quantity and variety.
- each process in the logistics and transportation process needs to be completed by both manpower and equipment.
- the operation process involving manpower is difficult to coordinate in a timely and accurate manner, and the degree of intelligent automation is low.
- the main purpose of the present invention is to provide a human-machine collaborative control method, system and equipment involving logistics storage and transportation, aiming to solve the technical problem that the manual operation process in the existing steel industry logistics and transportation process is difficult to coordinate as a whole in a timely and accurate manner.
- the present invention provides a human-machine collaborative management and control method for logistics storage and transportation, comprising:
- the method further includes:
- the corresponding execution equipment is automatically notified to start the operation through the industrial Internet of Things;
- the operation status corresponding to the operation item that automatically triggers the target operation item queue is in execution, completed or faulty.
- the method further includes:
- the status of the operation item in the target operation item queue is updated to be completed.
- generating and issuing a manual operation notification instruction includes:
- the manual operation notification instruction is issued through a mobile terminal.
- the sending of the manual operation notification instruction through the mobile terminal includes:
- the manual operation notification instruction is played by voice and displayed on a preset display terminal.
- the method further comprises:
- a job item queue is constructed according to the job flow type set.
- the step of constructing a job item queue according to the job flow type set includes:
- a job item queue is constructed according to the job tasks.
- the method further comprises:
- the work items are classified according to their task execution attributes to generate a manual work item set and a feedback work item set.
- the present invention also proposes a human-machine collaborative management and control system involving logistics storage and transportation, comprising:
- the operation task process control module is used to determine the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task;
- the operation task process control module is further used to determine the target operation project queue corresponding to the target operation process according to the operation project queue;
- the operation task process control module is also used to execute the logistics storage and transportation tasks according to the operation items and operation sequence of the target operation item queue;
- the job task process control module is also used to determine whether the target job item queue belongs to the manual job item set;
- the operation task process control module is further used to generate and issue a manual operation notification instruction when the target operation item queue belongs to the manual operation item set;
- the operation task process control module is also used to determine whether a confirmation signal based on the manual operation notification instruction feedback is received;
- a task status determination module configured to update the status of the job item in the target job item queue to being executed upon receiving the confirmation signal
- the job task process control module is also used to determine whether the target job item queue belongs to the feedback job item set;
- the job task process control module is also used to: When the manual feedback completion signal is received, it is determined whether the manual feedback completion signal is received;
- the task status determination module is further configured to update the status of the work item in the target work item queue to completed when receiving the manual feedback completion signal;
- the operation task process control module is also used to confirm that the logistics storage and transportation task is completed when the digital label of the operation project is the maximum digital label of the target operation project queue.
- the present invention also proposes a human-machine collaborative control device involving logistics storage and transportation, the human-machine collaborative control device involving logistics storage and transportation comprising: a memory, a processor, and a human-machine collaborative control program involving logistics storage and transportation stored on the memory and executable on the processor, the human-machine collaborative control program involving logistics storage and transportation being configured to implement the human-machine collaborative control method involving logistics storage and transportation as described above.
- the present invention provides a human-machine collaborative management and control method involving logistics storage and transportation, comprising: upon receiving a logistics storage and transportation task, determining a target operation process according to the logistics storage and transportation task; determining a target operation project queue corresponding to the target operation process according to an operation project queue; executing the logistics storage and transportation task according to the operation items and operation sequence of the target operation project queue; judging whether the target operation project queue belongs to a manual operation project set; when the target operation project queue belongs to the manual operation project set, generating and issuing a manual operation notification instruction; judging whether a confirmation signal based on feedback of the manual operation notification instruction is received; upon receiving the confirmation signal, updating the status of the operation items in the target operation project queue to being executed; judging whether the target operation project queue belongs to a feedback operation project set; when the target operation project queue belongs to the feedback operation project set, judging whether a manual feedback completion signal is received; upon receiving the manual feedback completion signal, updating the status of the operation items in the target operation project queue to being completed; and when the digital
- the overall execution process of logistics storage and transportation tasks is intelligently controlled, operation instructions are sent to operators in a timely manner and manual feedback on the execution status is received, so as to coordinate the logistics storage and transportation operation process requiring manual participation, solving the technical problem that the operation process requiring manual participation in the existing logistics and transportation process in the steel industry is difficult to coordinate as a whole in a timely and accurate manner.
- FIG1 is a schematic diagram of the structure of a human-machine collaborative control device for logistics storage and transportation in a hardware operating environment according to an embodiment of the present invention
- FIG2 is a flow chart of a first embodiment of a human-machine collaborative control method for logistics storage and transportation according to the present invention
- FIG4 is a diagram of a human-machine collaborative control method for logistics storage and transportation according to the present invention.
- FIG4 is a flow chart of a second embodiment of a human-machine collaborative control method for logistics storage and transportation according to the present invention.
- FIG5 is a structural block diagram of the first embodiment of the human-machine collaborative control device for logistics storage and transportation according to the present invention.
- Figure 1 is a schematic diagram of the structure of a human-machine collaborative management and control device involving logistics storage and transportation in the hardware operating environment involved in an embodiment of the present invention.
- the human-machine collaborative control device for logistics storage and transportation may include: a processor 1001, such as a central processing unit (CPU), a communication bus 1002, a user interface 1003, a network interface 1004, and a memory 1005.
- the communication bus 1002 is used to realize the connection and communication between these components.
- the user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface and a wireless interface.
- the network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (Wireless-Fidelity, Wi-Fi) interface).
- the memory 1005 may be a high-speed random access memory (Random Access Memory, RAM memory) or a stable non-volatile memory (Non-Volatile Memory, NVM), such as a disk memory.
- RAM memory Random Access Memory
- NVM Non-Volatile Memory
- the memory 1005 may also be a storage device independent of the aforementioned processor 1001.
- FIG. 1 does not constitute a limitation on human-machine collaborative control equipment involved in logistics storage and transportation, and may include more or fewer components than shown in the figure, or a combination of certain components, or a different arrangement of components.
- the memory 1005 as a storage medium may include an operating system, a network communication module, a user interface module, and a human-machine collaborative management and control program related to logistics storage and transportation.
- the network interface 1004 is mainly used for data communication with the network server;
- the user interface 1003 is mainly used for data interaction with the user;
- the processor 1001 and the memory 1005 in the human-machine collaborative control device involving logistics storage and transportation of the present invention can be set in the human-machine collaborative control device involving logistics storage and transportation, and the human-machine collaborative control device involving logistics storage and transportation calls the human-machine collaborative control program involving logistics storage and transportation stored in the memory 1005 through the processor 1001, and executes the human-machine collaborative control method involving logistics storage and transportation provided by an embodiment of the present invention.
- FIG. 2 is a flow chart of a first embodiment of a method for human-machine collaborative control of logistics storage and transportation according to the present invention.
- the human-machine collaborative control method for logistics storage and transportation includes:
- Step S10 upon receiving a logistics storage and transportation task, determining a target operation process according to the logistics storage and transportation task;
- Step S20 determining the target operation item queue corresponding to the target operation process according to the operation item queue;
- Step S30 executing the logistics storage and transportation task according to the operation items and operation sequence of the target operation item queue;
- Step S40 determining whether the target operation item queue belongs to a manual operation item set
- Step S50 when the target operation item queue belongs to the manual operation item set, generating and issuing a manual operation notification instruction;
- Step S60 determining whether a confirmation signal based on the manual operation notification instruction feedback is received
- Step S70 upon receiving the confirmation signal, updating the status of the operation item in the target operation item queue to being executed;
- Step S80 determining whether the target operation item queue belongs to a feedback operation item set
- Step S90 when the target operation item queue belongs to the feedback operation item set, determining whether a manual feedback completion signal is received;
- Step S100 when the manual feedback completion signal is received, updating the status of the work item in the target work item queue to completed;
- Step S110 When the digital number of the operation item is the maximum digital number of the target operation item queue, confirm that the logistics storage and transportation task is completed.
- the execution subject in this embodiment may be a human-machine collaborative control device involved in logistics storage and transportation.
- the human-machine collaborative control device involved in logistics storage and transportation may be a computer device with data processing functions, or other devices that can achieve the same or similar functions. This embodiment does not limit this.
- a computer device is used as an example for explanation.
- this embodiment takes the in-plant storage and transportation operation process of raw material procurement logistics of a steel enterprise as an example for explanation, and the mode of transportation is exemplarily automobile transportation.
- work items and the work order of the work items are determined according to preset production control items; work tasks are classified based on the work items and the work order to generate a set of work process types; and a work item queue is constructed according to the set of work process types.
- each operation task is classified according to the operation items and their operation sequence included in the production control process, and an operation flow type set C j is established; wherein 1 ⁇ j ⁇ m, and m is the total number of types of all operation flows in the production control process.
- a job item queue is constructed according to the job process type set, including: extracting a number of job processes and the job items, job sequence and initial conditions of each of the job processes according to the job process type set; constructing job tasks according to the job items, job sequence and initial conditions of the job processes; wherein each of the job tasks includes a number of job items; and constructing a job item queue according to the job tasks.
- a task queue corresponding to each task flow type is established: a unique description standard is established for each type of task flow C j (1 ⁇ j ⁇ m), including all task items contained in the process, the order of execution of each task, and the initial conditions. For example, if task C j contains n task items, a task queue C ji is formed; where 1 ⁇ j ⁇ m, 1 ⁇ i ⁇ n.
- work items are determined according to preset production control items; and the work items are classified according to task execution attributes to generate a manual work item set and a feedback work item set.
- each work project is classified to establish a set of manual work projects T that need to wait for system notification before starting, and a set of feedback work projects Y that need to wait for manual feedback before confirmation of completion, and U is a set of all work projects.
- a set T of manual work items that need to wait for system notification before starting is established, T ⁇ U.
- T ⁇ U For the work items Ti in the set T; where 1 ⁇ i ⁇ k, it is assumed that the set T contains a total of k work items.
- the interactive application module can automatically issue a "start work” instruction to the on-site workers, notify the corresponding personnel to start the work, and receive feedback.
- work instructions such as voice, character or graphic type work instructions
- the status of Ti is updated to "executing".
- a set of work items that need to wait for manual feedback to confirm completion is established, namely, a feedback work item set Y, Y ⁇ U.
- a feedback work item set Y For work item Yi in set Y; where 1 ⁇ i ⁇ j, it is assumed that set Y contains a total of j jobs.
- the on-site worker wakes up the mobile terminal through voice commands or buttons, inputs feedback information, and can receive feedback information through the interactive application module.
- the mobile terminal receives feedback information (such as voice and characters) from the on-site worker, automatically updates the work status, and confirms that the feedback information is successfully recognized.
- the status of Yi is updated to "Completed".
- the state of a specific task can be adjusted through the job task state machine: for a specific job task W, according to its corresponding job flow type C j (1 ⁇ j ⁇ m), the corresponding job item queue C ji (1 ⁇ j ⁇ m, 1 ⁇ i ⁇ n) can be determined. For each item in the job item queue C ji , five states are set: "to be executed, executable, executing, completed, abnormal".
- C ji when the process starts, that is, when C j1 meets the execution conditions, C j1 is triggered to the "executable" state, and the C ji state (1 ⁇ i ⁇ n) is set to "pending execution".
- C ji meets the triggering conditions of the above-mentioned "pending execution, executable, executing, completed” states, but does not enter the corresponding state within the set time, or the time in the "executable” or “executing” state exceeds the preset time, C ji is triggered to the "abnormal" state.
- a multimodal human-computer interaction support dataset is established: for a job item C ji (1 ⁇ i ⁇ n), a unique job name instruction audio dataset N is established; a state instruction audio dataset S corresponding to the five job states of "to be executed, executable, executing, completed, and abnormal" is established; a feedback dataset is established, including a voice feedback keyword audio training dataset Ra, a picture feedback training dataset Rp, and a gesture feedback instruction dataset Rg; a voice query keyword audio dataset F is established; a job instruction keyword audio dataset O is established; an executor information set P (including the dialing number of a mobile terminal device) corresponding to each job is established; a mapping relationship dataset E between the operator and each specific job item is established to achieve the correspondence between each job C i and its operator P i (P i ⁇ P) information.
- the specific content of the multimodal human-computer interaction support dataset includes but is not limited to the above-mentioned set, which can be set according to actual conditions.
- an interactive information conversion module for the data contained in the above sets N, S, Ra, Rp, Rg, F, O, P and E, efficient and reliable conversion between text and voice can be achieved.
- Character information can be converted into audio data in the above sets to form voice instructions, which can be played to on-site workers; audio information can also be converted into character information for operation process control through automatic recognition of voice instructions.
- Feedback pictures and gesture information can also be converted into character information for operation process control.
- a target operation process is determined according to the logistics storage and transportation task, a target operation item queue corresponding to the target operation process is determined according to the operation item queue, and a target operation item queue corresponding to the target operation process is determined according to the target operation item queue.
- the logistics storage and transportation task is executed according to the operation items and operation sequence of the target queue: for a specific operation task, such as a vehicle driver receiving a certain operation and maintenance task in a waiting queue, the operation flow C j corresponding to the operation and maintenance task is determined. For a specific operation task, its unique corresponding operation item queue C ji is determined, and the variable i is initialized to 1. The i-th operation item in the execution queue C ji is updated to "executable".
- the steps are repeated to issue the operation instruction to the corresponding operator through the interactive control information conversion module and the multimodal interactive application module; if the operator feedback confirmation information is still not received after the specified time, an abnormal prompt is issued; if the operator feedback confirmation information is received, the C ji status is updated to "execution".
- a manual job notification instruction is generated and issued, including: when the target job item queue belongs to the manual job item set, determining the current job item of the target job item queue; obtaining the name audio data and status audio data corresponding to the current job item; obtaining the job instruction keyword corresponding to the current job item; automatically generating a manual job notification instruction based on the name audio data and status audio data combined with the job instruction keyword; and issuing the manual job notification instruction through a mobile terminal.
- C ji belongs to the set T, and the i-th job item in the execution queue C ji , when the job item Ti in the set T is triggered to the "executable" state, the interactive control information conversion module and the multimodal interactive application module can automatically issue a "start job” instruction to the on-site workers, notify the corresponding personnel to start the job, and receive feedback.
- Issue job instructions (such as voice, character or graphic type job instructions) through the mobile terminal, accept confirmation replies, and automatically update the job status. After confirming that the instruction is successfully issued, according to the state machine of the current task, the status of Ti is updated to "executing".
- the target operation project queue after determining whether the target operation project queue belongs to the manual operation project set, it also includes: when the target operation project queue does not belong to the manual operation project set, automatically notifying the corresponding execution equipment through the industrial Internet of Things to start the operation; or, when the target operation project queue does not belong to the manual operation project set, automatically triggering the operation status corresponding to the operation project of the target operation project queue to be in execution, completed or faulty.
- C ji does not belong to the set T
- an instruction is sent to the corresponding execution equipment to start automatic operation, and whether the operation has started is determined based on the automatically collected basic automation information. If the operation has started, the C ji status is updated to "executing"; if the operation start signal is still not received within the specified time, an abnormal prompt is issued.
- the target job item queue after determining whether the target job item queue belongs to the feedback job item set, it also includes: when the target job item queue does not belong to the feedback job item set, determining whether an automated feedback completion signal is received; when the automated feedback completion signal is received, updating the status of the job items in the target job item queue to completed.
- C ji belongs to set Y (the set Y of feedback operation items that need to wait for manual feedback to confirm completion). In one example, if C ji belongs to set Y, determine whether the operation completion information of manual feedback is received. If received, the C ji status is updated to "completed”. If not received, continue to wait. If the operation completion information of the operator feedback is still not received after the specified time, an abnormal prompt is issued. In another example, if C ji does not belong to set Y, determine whether the operation completion information of the automation system feedback is received. If received, the C ji status is updated to "completed”. If not received, continue to wait. If the operation completion information of the automation system feedback is still not received after the specified time, an abnormal prompt is issued.
- This embodiment determines the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task; determines the target operation project queue corresponding to the target operation process according to the operation project queue; executes the logistics storage and transportation task according to the operation project and operation sequence of the target operation project queue; determines whether the target operation project queue belongs to the manual operation project set; when the target operation project queue belongs to the manual operation project set, generates and issues a manual operation notification instruction; determines whether a confirmation signal based on the feedback of the manual operation notification instruction is received; when the confirmation signal is received, updates the status of the operation project in the target operation project queue to being executed; determines whether the target operation project queue belongs to the feedback operation project set; when the target operation project queue belongs to the feedback operation project set, determines whether a manual feedback completion signal is received; and when receiving the confirmation signal, When the completion signal is manually fed back, the status of the operation item in the target operation item queue is updated to completed; when the digital number of the operation item is the maximum digital number of the target operation item queue, the logistics storage and
- the overall execution process of the logistics storage and transportation task is intelligently controlled, and operation instructions are sent to the operators in a timely manner and the execution status is received through manual feedback, so as to coordinate and control the logistics storage and transportation operation process that requires manual participation, solving the technical problem that the manual participation operation process in the existing steel industry logistics transportation process is difficult to coordinate in an overall manner in a timely and accurate manner.
- a second embodiment of the human-machine collaborative management and control method for logistics storage and transportation according to the present invention is proposed based on the first embodiment, and the step S50 includes:
- Step S51 when the target operation item queue belongs to the manual operation item set, determining the current operation item of the target operation item queue;
- Step S52 Acquire the name audio data and status audio data corresponding to the current operation item
- Step S53 obtaining the operation instruction keyword corresponding to the current operation item
- Step S54 Automatically generate a manual operation notification instruction based on the name audio data and the status audio data combined with the operation instruction keyword;
- Step S55 Sending the manual operation notification instruction via the mobile terminal.
- the manual operation notification instruction is issued through a mobile terminal, including: determining the operator corresponding to the current operation project based on a preset mapping relationship; obtaining the information data of the operator, and searching for the mobile terminal number of the operator according to the information data; establishing a communication connection with the operator based on the mobile terminal number through the mobile terminal; when the communication connection is established, playing the manual operation notification instruction by voice and displaying the manual operation notification instruction on a preset display terminal.
- C ji belongs to the set T, and the i-th job item in the execution queue C ji , when the job item Ti in the set T is triggered to the "executable" state, the interactive control information conversion module and the multimodal interactive application module can automatically issue a "start job” instruction to the on-site workers, notify the corresponding personnel to start the job, and receive feedback.
- Issue job instructions (such as voice, character or graphic type job instructions) through the mobile terminal, accept confirmation replies, and automatically update the job status. After confirming that the instruction is successfully issued, according to the state machine of the current task, the status of Ti is updated to "executing".
- a multimodal interactive application module is established to enable interaction between people and the management and control system through various forms such as voice commands, pictures, and gestures.
- a mobile terminal sends a work instruction (including voice, characters and graphics), receives a confirmation reply, and automatically updates the work status: corresponding to the current work project C ji , according to the project's corresponding name audio data N i and status audio data S i , combined with the work instruction keyword O i , automatically generates a voice instruction "O i +N i +S i " and a corresponding character/graphic instruction.
- a work instruction including voice, characters and graphics
- receives a confirmation reply and automatically updates the work status: corresponding to the current work project C ji , according to the project's corresponding name audio data N i and status audio data S i , combined with the work instruction keyword O i , automatically generates a voice instruction "O i +N i +S i " and a corresponding character/graphic instruction.
- the interactive module automatically maps the work project C ji to the corresponding on-site operator P i according to the mapping relationship E i ; searches for the configured mobile terminal number according to P i 's information data and automatically dials; after the call is connected, plays the voice instruction "O i +N i +S i ", At the same time, the corresponding character/graphic instructions are displayed on the mobile terminal screen; finally, the character or voice confirmation information replied by the on-site operator is accepted.
- Identify character or voice reply information For the voice reply information R i , the voice reply content is automatically recognized by comparing with the voice feedback keyword audio data set R.
- the C ji project status is automatically updated, and the updated status S i is displayed through the screen interface of the mobile terminal, and the audio information S i of the updated C ji status is played at the same time.
- the operation instruction is automatically issued again, and the interactive module is repeatedly executed according to the mapping relationship E i , and the operation project C ji is automatically mapped to the corresponding on-site operator P i ; according to the information data of P i , the configured mobile terminal number is searched and dialed automatically; after the connection is connected, the voice instruction "O i +N i +S i " is played, and the corresponding character/graphic instruction is displayed on the mobile terminal screen; finally, the character or voice confirmation information replied by the on-site operator and the character or voice reply information recognition steps are accepted. If the recognition is still not successful after the set time and number of times, an abnormal state alarm is triggered.
- Scenario 1 In a logistics management system, vehicle drivers can obtain information about the operation of unloading materials immediately after entering the factory through voice commands played by the vehicle-mounted mobile terminal while waiting in line, and interact with the logistics management system through feedback confirmation information.
- Scenario 2 In an equipment operation and maintenance system, operation and maintenance personnel can obtain information about the operation of a certain operation and maintenance task immediately after starting the operation and maintenance task through voice commands played by mobile terminals such as head-mounted displays and PADs, or text commands displayed, and interact with the equipment operation and maintenance system through feedback confirmation information.
- Step 1 feedback information (including voice and characters) from on-site workers is received through a mobile terminal, and the operation status is automatically updated: Step 1.
- the on-site worker wakes up the mobile terminal through voice commands or buttons, and the mobile terminal sends a request to the interactive application module to obtain the operation project information corresponding to the worker.
- Step 2. After receiving the request from the mobile terminal, the interactive application module first verifies the identity of the worker P i through the mobile terminal number and login information. The interactive module obtains the current operation project C ji and the current status of C ji corresponding to P i according to the mapping relationship E i , and sends the relevant information to the corresponding mobile terminal.
- Step 3 After receiving the request from the mobile terminal, the interactive application module first verifies the identity of the worker P i through the mobile terminal number and login information. The interactive module obtains the current operation project C ji and the current status of C ji corresponding to P i according to the mapping relationship E i , and sends the relevant information to the corresponding mobile terminal.
- the on-site worker can view the current corresponding operation project and status through the mobile terminal, and input the feedback voice information according to the feedback instruction keyword; or input feedback information through the corresponding interface of the mobile terminal; or feedback the captured video or picture; or use gesture feedback. Then the feedback information is sent back to the interactive application module.
- Step 4. Identify and confirm the feedback information. According to the feedback data sets Ra, Rp, Rg, voice commands, image pictures, and gesture commands are recognized. If the recognition is successful, the C ji operating status is updated according to the feedback content in combination with the current status of C ji . The updated status is displayed through the screen interface of the mobile terminal, and the audio information of the updated C ji status is played at the same time. Step 5.
- step 3 If the recognition in step 3 fails, and the on-site operator finds that the status is not updated normally, feedback can be provided again. After receiving the feedback information, the system repeats "steps 2" and "steps 3". Step 6. If the recognition is still not successful after exceeding the set time and number of times, an abnormal status alarm is triggered.
- Scenario 1 In a logistics management system, when a vehicle arrives at a manual operation location such as unloading or vehicle inspection, on-site workers can wake up terminals such as head-mounted displays and PADs through voice commands or buttons. The corresponding work items and status of the personnel are displayed on the terminal. After the operator confirms that everything is correct, the operator guides the camera device on the head display device to take photos of the specified parts such as the license plate and the carriage through gestures or voice, confirms the photo through voice or gestures, and sends the photo back to the interactive application module; or inputs feedback information such as "unloading completed” and "vehicle inspection results" through voice, and sends the feedback information back to the interactive application module after confirmation.
- Scenario 2 In the equipment operation and maintenance system, when the operation and maintenance personnel perform operations such as part replacement on site, they can wake up the head display, PAD and other terminals through voice commands or buttons. The corresponding work items and status of the personnel are displayed on the terminal. After the operator confirms that everything is correct, the operator guides the camera device on the head display device to take photos of the maintained equipment, spare parts to be replaced, key steps for replacing equipment, and damaged parts replaced through gestures or voice; confirms the photo through voice or gestures, and sends the photo back to the interactive application module. Or wake up the head display through voice commands, input feedback information such as "replacement completed" through voice, and send the feedback information back to the interactive application module after confirmation.
- a mobile terminal receives a query (including voice and characters) from a field operator and responds: Step 1: The field operator wakes up the mobile terminal through voice commands or buttons, and inputs the query voice information or key characters with reference to the query keyword. Step 2: After receiving the query information, the interactive application module verifies the operator identity P i through the mobile terminal number and login information, and obtains the information corresponding to P i according to the mapping relationship E i according to the interactive module. Step 3: Identify the query information. For the voice query information, the voice query content is automatically identified by comparing the voice query keyword audio data set Pa.
- Step 4 If the recognition is successful, the system retrieves the corresponding information in the database according to the query keyword, and converts the corresponding information into voice information and plays it through the mobile terminal, while providing relevant text and chart display.
- Step 5 If the recognition fails, the audio is played or a prompt message is displayed asking the operator to re-enter the query information. After receiving the query information, "step 2", “step 3" and “step 4" are repeated.
- Step 6 If the recognition is still unsuccessful after the set time and number of times, an abnormal state alarm is triggered.
- Scenario 1 In a logistics management system, warehouse managers can wake up mobile terminals such as head-mounted displays and PADs through voice commands or buttons, and then enter query instructions for the storage location of a certain type of goods through voice or text. Interactive application and other modules obtain query results through identity authentication, voice recognition, data retrieval and other processes, and then transmit the query results to the mobile terminal for playback or display.
- Scenario 2 In an equipment operation and maintenance system, operation and maintenance personnel can wake up mobile terminals such as head-mounted displays and PADs through voice commands or buttons, and then enter query instructions for the current operation project through voice or text.
- Interactive application and other modules obtain query results through identity authentication, voice recognition, data retrieval and other processes, and then transmit the query results to the mobile terminal for playback or display.
- This embodiment determines the current operation project of the target operation project queue when the target operation project queue belongs to the manual operation project set; obtains the name audio data and status audio data corresponding to the current operation project; obtains the operation instruction keyword corresponding to the current operation project; automatically generates a manual operation notification instruction based on the name audio data and status audio data combined with the operation instruction keyword; and sends the manual operation notification instruction through a mobile terminal.
- a multimodal interactive application module is established to interact with the control system through voice commands, pictures, gestures and other forms.
- the overall execution process of logistics storage and transportation tasks is intelligently controlled, and operation instructions are sent to operators in a timely manner and the execution status is received through manual feedback, so as to coordinate the logistics storage and transportation operation process that requires manual participation, and solve the technical problem that it is difficult to coordinate the operation process that requires manual participation in the existing steel industry logistics and transportation process in a timely and accurate manner.
- FIG. 4 is a structural block diagram of a first embodiment of a human-machine collaborative management and control system for logistics storage and transportation according to the present invention.
- the human-machine collaborative management and control system involving logistics storage and transportation includes:
- the operation task process control module 10 is used to determine the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task;
- the operation task process control module 10 is further used to determine the target operation project queue corresponding to the target operation process according to the operation project queue;
- the operation task process control module 10 is also used to execute the logistics storage and transportation task according to the operation items and operation sequence of the target operation item queue;
- the operation task process control module 10 is also used to determine whether the target operation project queue belongs to the manual operation project set;
- the operation task process control module 10 is further used to generate and issue a manual operation notification instruction when the target operation item queue belongs to the manual operation item set;
- the operation task process control module 10 is also used to determine whether a confirmation signal based on the manual operation notification instruction feedback is received;
- the task status determination module 20 is used to update the status of the operation item in the target operation item queue to being executed when receiving the confirmation signal;
- the job task process control module 10 is also used to determine whether the target job item queue belongs to the feedback job item set;
- the operation task process control module 10 is further used to determine whether a manual feedback completion signal is received when the target operation item queue belongs to the feedback operation item set;
- the task status determination module 20 is further configured to update the status of the work item in the target work item queue to completed when receiving the manual feedback completion signal;
- the operation task process control module 10 is also used to confirm that the logistics storage and transportation task is completed when the digital label of the operation project is the maximum digital label of the target operation project queue.
- a human-machine collaborative control system involving logistics storage and transportation includes an operation task process control module and a task status determination module. (Logistics storage and transportation) operation process is collaboratively controlled.
- the human-machine collaborative control system involving logistics storage and transportation can send operation instructions to operators in a timely manner through voice or mobile terminal display and receive manual feedback on the execution status, thereby solving the problem that the operation process involving manual participation is difficult to coordinate as a whole in a timely and accurate manner.
- the human-machine collaborative control system involving logistics storage and transportation can also include: an operation process control system (including a scheduling model for all waiting personnel in each step), a manual operation status collection system, a mobile application system, automatic voice content generation, a feedback recognition system, and a voice dialing system.
- an operation process control system including a scheduling model for all waiting personnel in each step
- a manual operation status collection system including a scheduling model for all waiting personnel in each step
- a mobile application system including a scheduling model for all waiting personnel in each step
- automatic voice content generation including a feedback recognition system, and a voice dialing system.
- a human-machine collaborative management and control system involving logistics storage and transportation may include an operation task process management and control system, an operation task state machine, a multimodal human-machine interaction data set, an interactive control information conversion module, and a multimodal interactive application module.
- the task process control system controls the execution process and status of the task according to the task items and sequence contained in the task, mainly including real-time automatic collection of system main information and issuing of task instructions.
- Task state machine automatically determines and updates the current status of each task in real time according to the real-time information of the system, and automatically determines the task items that need to be executed in real time.
- Multimodal human-computer interaction data set establishes a multimodal interactive information support data set such as voice, picture, and text for the information that humans need to interact with during the execution of the task, thereby effectively improving the recognition accuracy and interaction efficiency of human feedback information.
- Interactive control information conversion module can convert system instructions into information such as images and voices that are easy for the task executors to recognize; can also recognize human feedback information such as voice, gestures, and pictures, and convert the recognition results into information that can be used by the system.
- Multimodal interactive application module realizes real-time interaction between the task executors, production managers, and the control system through voice, graphics, gestures, photography, and video, mainly including the issuance of instructions, the reception of feedback information, and the query and issuance of task status.
- This embodiment determines the target operation process according to the logistics storage and transportation task when a logistics storage and transportation task is received; determines the target operation project queue corresponding to the target operation process according to the operation project queue; executes the logistics storage and transportation task according to the operation items and operation sequence of the target operation project queue; determines whether the target operation project queue belongs to the manual operation project set; generates and issues a manual operation notification instruction when the target operation project queue belongs to the manual operation project set; determines whether a confirmation signal based on the feedback of the manual operation notification instruction is received; when the confirmation signal is received, updates the status of the operation items in the target operation project queue to being executed; determines whether the target operation project queue belongs to the feedback operation project set; when the target operation project queue belongs to the feedback operation project set, determines whether a manual feedback completion signal is received; when the manual feedback completion signal is received, updates the status of the operation items in the target operation project queue to completed; and confirms that the logistics storage and transportation task is completed when the digital label of the operation item is the maximum digital label of the target operation item queue
- the overall execution process of logistics storage and transportation tasks is intelligently controlled, work instructions are sent to operators in a timely manner, and manual feedback on the execution status is received, so as to coordinate the logistics storage and transportation operations that require manual participation, solving the technical problem that the manual participation operations in the existing steel industry logistics and transportation processes are difficult to coordinate in an accurate and timely manner.
- the technical solution of the present invention in essence, or the part that contributes to the prior art, can be embodied in the form of a software product.
- the computer software product is stored in a storage medium (such as a read-only memory (ROM)/RAM, a magnetic disk, or an optical disk), and includes a number of instructions for a terminal device (which can be a mobile phone, a computer, a server, or a network device, etc.) to execute the methods described in the various embodiments of the present invention.
- a storage medium such as a read-only memory (ROM)/RAM, a magnetic disk, or an optical disk
- a terminal device which can be a mobile phone, a computer, a server, or a network device, etc.
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Tourism & Hospitality (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Development Economics (AREA)
- Educational Administration (AREA)
- Game Theory and Decision Science (AREA)
- Data Mining & Analysis (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
本发明涉及物流智能管控技术领域,尤其涉及一种涉及物流贮运的人机协同管控方法、系统及设备。The present invention relates to the technical field of intelligent logistics control, and in particular to a human-machine collaborative control method, system and equipment for logistics storage and transportation.
钢铁行业在日常工作中需要使用大宗原燃料,各钢铁厂的每日进厂原燃料数量大、品种多。在以汽车等运输方式为主的钢铁厂中,物流运输过程中的各工序需要依靠人工和设备共同完成,但是人工参与的作业过程难以及时准确进行整体协同,智能化自动化程度低。The steel industry needs to use a large amount of raw materials in its daily work. The raw materials entering each steel plant are large in quantity and variety. In steel plants that mainly use automobiles and other means of transportation, each process in the logistics and transportation process needs to be completed by both manpower and equipment. However, the operation process involving manpower is difficult to coordinate in a timely and accurate manner, and the degree of intelligent automation is low.
上述内容仅用于辅助理解本发明的技术方案,并不代表承认上述内容是现有技术。The above contents are only used to assist in understanding the technical solution of the present invention and do not constitute an admission that the above contents are prior art.
发明内容Summary of the invention
本发明的主要目的在于提供一种涉及物流贮运的人机协同管控方法、系统及设备,旨在解决现有钢铁行业物流运输过程中人工参与的作业过程难以及时准确进行整体协同的技术问题。The main purpose of the present invention is to provide a human-machine collaborative control method, system and equipment involving logistics storage and transportation, aiming to solve the technical problem that the manual operation process in the existing steel industry logistics and transportation process is difficult to coordinate as a whole in a timely and accurate manner.
为实现上述目的,本发明提供了一种涉及物流贮运的人机协同管控方法,包括:To achieve the above objectives, the present invention provides a human-machine collaborative management and control method for logistics storage and transportation, comprising:
在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程;When receiving a logistics storage and transportation task, determining a target operation process according to the logistics storage and transportation task;
根据作业项目队列确定所述目标作业流程对应的目标作业项目队列;Determine the target operation item queue corresponding to the target operation process according to the operation item queue;
根据所述目标作业项目队列的作业项目和作业顺序执行所述物流贮运任务;Execute the logistics storage and transportation task according to the operation items and operation sequence of the target operation item queue;
判断所述目标作业项目队列是否属于人工作业项目集合;Determine whether the target operation item queue belongs to a manual operation item set;
在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;When the target operation item queue belongs to the manual operation item set, generating and issuing a manual operation notification instruction;
判断是否接收到基于所述人工作业通知指令反馈的确认信号;Determining whether a confirmation signal based on the manual operation notification instruction feedback is received;
在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中;When the confirmation signal is received, updating the status of the operation item in the target operation item queue to being executed;
判断所述目标作业项目队列是否属于反馈作业项目集合;Determine whether the target job item queue belongs to a feedback job item set;
在所述目标作业项目队列属于所述反馈作业项目集合时,判断是否接收到人工反馈完成信号;When the target operation item queue belongs to the feedback operation item set, determining whether a manual feedback completion signal is received;
在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成;When the manual feedback completion signal is received, the status of the work item in the target work item queue is updated to be completed;
在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物 流贮运任务完成。When the digital number of the operation item is the maximum digital number of the target operation item queue, confirm that the object The flow storage and transportation tasks are completed.
在一些实施例中,所述判断所述目标作业项目队列是否属于人工作业项目集合之后,还包括:In some embodiments, after determining whether the target operation item queue belongs to a manual operation item set, the method further includes:
在所述目标作业项目队列不属于所述人工作业项目集合时,通过工业物联网自动通知对应的执行装备开始作业;When the target operation item queue does not belong to the manual operation item set, the corresponding execution equipment is automatically notified to start the operation through the industrial Internet of Things;
或,or,
在所述目标作业项目队列不属于所述人工作业项目集合时,自动触发所述目标作业项目队列的作业项目对应的作业状态为执行中、已完成或故障状态。When the target operation item queue does not belong to the manual operation item set, the operation status corresponding to the operation item that automatically triggers the target operation item queue is in execution, completed or faulty.
在一些实施例中,所述判断所述目标作业项目队列是否属于反馈作业项目集合之后,还包括:In some embodiments, after determining whether the target job item queue belongs to the feedback job item set, the method further includes:
在所述目标作业项目队列不属于所述反馈作业项目集合时,判断是否接收到自动化反馈完成信号;When the target operation item queue does not belong to the feedback operation item set, determining whether an automated feedback completion signal is received;
在接收到所述自动化反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成。When the automation feedback completion signal is received, the status of the operation item in the target operation item queue is updated to be completed.
在一些实施例中,所述在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令,包括:In some embodiments, when the target operation item queue belongs to the manual operation item set, generating and issuing a manual operation notification instruction includes:
在所述目标作业项目队列属于所述人工作业项目集合时,确定所述目标作业项目队列的当前作业项目;When the target operation item queue belongs to the manual operation item set, determining a current operation item of the target operation item queue;
获取所述当前作业项目对应的名称音频数据和状态音频数据;Obtain name audio data and status audio data corresponding to the current job item;
获取所述当前作业项目对应的作业指令关键字;Obtaining a job instruction keyword corresponding to the current job item;
基于所述名称音频数据和状态音频数据结合所述作业指令关键字,自动生成人工作业通知指令;Automatically generate a manual operation notification instruction based on the name audio data and the status audio data combined with the operation instruction keyword;
通过移动终端下发所述人工作业通知指令。The manual operation notification instruction is issued through a mobile terminal.
在一些实施例中,所述通过移动终端下发所述人工作业通知指令,包括:In some embodiments, the sending of the manual operation notification instruction through the mobile terminal includes:
基于预设映射关系确定所述当前作业项目对应的操控人员;Determine the operator corresponding to the current operation project based on the preset mapping relationship;
获取所述操控人员的信息数据,并根据所述信息数据查找所述操控人员的移动终端号码;Acquire information data of the operator, and search for the mobile terminal number of the operator according to the information data;
通过移动终端基于所述移动终端号码与所述操控人员建立通讯连接;Establishing a communication connection with the operator through a mobile terminal based on the mobile terminal number;
在所述通讯连接建立时,通过语音播放所述人工作业通知指令并在预设显示终端显示所述人工作业通知指令。When the communication connection is established, the manual operation notification instruction is played by voice and displayed on a preset display terminal.
在一些实施例中,所述方法,还包括: In some embodiments, the method further comprises:
根据预设生产管控项目确定作业项目以及所述作业项目的作业顺序;Determine the operation items and the operation sequence of the operation items according to the preset production control items;
基于所述作业项目和作业顺序进行作业任务分类,以生成作业流程类型集合;Classifying the work tasks based on the work items and the work sequence to generate a work process type set;
根据所述作业流程类型集合构建作业项目队列。A job item queue is constructed according to the job flow type set.
在一些实施例中,所述根据所述作业流程类型集合构建作业项目队列,包括:In some embodiments, the step of constructing a job item queue according to the job flow type set includes:
根据所述作业流程类型集合提取若干作业流程以及每一所述作业流程的作业项目、作业顺序以及初始条件;Extracting a plurality of operation processes and the operation items, operation sequence and initial conditions of each operation process according to the operation process type set;
根据所述作业流程的作业项目、作业顺序以及初始条件构建作业任务;其中,每一所述作业任务包括若干作业项目;Constructing a work task according to the work items, work sequence and initial conditions of the work flow; wherein each of the work tasks includes a plurality of work items;
根据所述作业任务构建作业项目队列。A job item queue is constructed according to the job tasks.
在一些实施例中,所述方法,还包括:In some embodiments, the method further comprises:
根据预设生产管控项目确定作业项目;Determine the operation items according to the preset production control items;
根据所述作业项目的任务执行属性进行分类,以生成人工作业项目集合和反馈作业项目集合。The work items are classified according to their task execution attributes to generate a manual work item set and a feedback work item set.
此外,为实现上述目的,本发明还提出一种涉及物流贮运的人机协同管控系统,包括:In addition, to achieve the above-mentioned purpose, the present invention also proposes a human-machine collaborative management and control system involving logistics storage and transportation, comprising:
作业任务流程管控模块,用于在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程;The operation task process control module is used to determine the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task;
作业任务流程管控模块,还用于根据作业项目队列确定所述目标作业流程对应的目标作业项目队列;The operation task process control module is further used to determine the target operation project queue corresponding to the target operation process according to the operation project queue;
作业任务流程管控模块,还用于根据所述目标作业项目队列的作业项目和作业顺序执行所述物流贮运任务;The operation task process control module is also used to execute the logistics storage and transportation tasks according to the operation items and operation sequence of the target operation item queue;
作业任务流程管控模块,还用于判断所述目标作业项目队列是否属于人工作业项目集合;The job task process control module is also used to determine whether the target job item queue belongs to the manual job item set;
作业任务流程管控模块,还用于在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;The operation task process control module is further used to generate and issue a manual operation notification instruction when the target operation item queue belongs to the manual operation item set;
作业任务流程管控模块,还用于判断是否接收到基于所述人工作业通知指令反馈的确认信号;The operation task process control module is also used to determine whether a confirmation signal based on the manual operation notification instruction feedback is received;
任务状态确定模块,用于在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中;A task status determination module, configured to update the status of the job item in the target job item queue to being executed upon receiving the confirmation signal;
作业任务流程管控模块,还用于判断所述目标作业项目队列是否属于反馈作业项目集合;The job task process control module is also used to determine whether the target job item queue belongs to the feedback job item set;
作业任务流程管控模块,还用于在所述目标作业项目队列属于所述反馈作业项目集合 时,判断是否接收到人工反馈完成信号;The job task process control module is also used to: When the manual feedback completion signal is received, it is determined whether the manual feedback completion signal is received;
任务状态确定模块,还用于在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成;The task status determination module is further configured to update the status of the work item in the target work item queue to completed when receiving the manual feedback completion signal;
作业任务流程管控模块,还用于在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物流贮运任务完成。The operation task process control module is also used to confirm that the logistics storage and transportation task is completed when the digital label of the operation project is the maximum digital label of the target operation project queue.
此外,为实现上述目的,本发明还提出一种涉及物流贮运的人机协同管控设备,所述涉及物流贮运的人机协同管控设备包括:存储器、处理器及存储在所述存储器上并可在所述处理器上运行的涉及物流贮运的人机协同管控程序,所述涉及物流贮运的人机协同管控程序配置为实现如上文所述的涉及物流贮运的人机协同管控方法。In addition, to achieve the above-mentioned objectives, the present invention also proposes a human-machine collaborative control device involving logistics storage and transportation, the human-machine collaborative control device involving logistics storage and transportation comprising: a memory, a processor, and a human-machine collaborative control program involving logistics storage and transportation stored on the memory and executable on the processor, the human-machine collaborative control program involving logistics storage and transportation being configured to implement the human-machine collaborative control method involving logistics storage and transportation as described above.
本发明提供了一种涉及物流贮运的人机协同管控方法,包括:在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程;根据作业项目队列确定所述目标作业流程对应的目标作业项目队列;根据所述目标作业项目队列的作业项目和作业顺序执行所述物流贮运任务;判断所述目标作业项目队列是否属于人工作业项目集合;在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;判断是否接收到基于所述人工作业通知指令反馈的确认信号;在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中;判断所述目标作业项目队列是否属于反馈作业项目集合;在所述目标作业项目队列属于所述反馈作业项目集合时,判断是否接收到人工反馈完成信号;在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成;在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物流贮运任务完成。本发明中,智能管控物流贮运任务的整体执行流程,及时向作业人员发送作业指令并接收人工反馈的执行情况,从而对需要人工参与的物流贮运作业过程进行协同管控,解决了现有钢铁行业物流运输过程中人工参与的作业过程难以及时准确进行整体协同的技术问题。The present invention provides a human-machine collaborative management and control method involving logistics storage and transportation, comprising: upon receiving a logistics storage and transportation task, determining a target operation process according to the logistics storage and transportation task; determining a target operation project queue corresponding to the target operation process according to an operation project queue; executing the logistics storage and transportation task according to the operation items and operation sequence of the target operation project queue; judging whether the target operation project queue belongs to a manual operation project set; when the target operation project queue belongs to the manual operation project set, generating and issuing a manual operation notification instruction; judging whether a confirmation signal based on feedback of the manual operation notification instruction is received; upon receiving the confirmation signal, updating the status of the operation items in the target operation project queue to being executed; judging whether the target operation project queue belongs to a feedback operation project set; when the target operation project queue belongs to the feedback operation project set, judging whether a manual feedback completion signal is received; upon receiving the manual feedback completion signal, updating the status of the operation items in the target operation project queue to being completed; and when the digital label of the operation item is the maximum digital label of the target operation project queue, confirming that the logistics storage and transportation task is completed. In the present invention, the overall execution process of logistics storage and transportation tasks is intelligently controlled, operation instructions are sent to operators in a timely manner and manual feedback on the execution status is received, so as to coordinate the logistics storage and transportation operation process requiring manual participation, solving the technical problem that the operation process requiring manual participation in the existing logistics and transportation process in the steel industry is difficult to coordinate as a whole in a timely and accurate manner.
图1为本发明实施例方案涉及的硬件运行环境的涉及物流贮运的人机协同管控设备的结构示意图;FIG1 is a schematic diagram of the structure of a human-machine collaborative control device for logistics storage and transportation in a hardware operating environment according to an embodiment of the present invention;
图2为本发明涉及物流贮运的人机协同管控方法第一实施例的流程示意图;FIG2 is a flow chart of a first embodiment of a human-machine collaborative control method for logistics storage and transportation according to the present invention;
图4为本发明涉及物流贮运的人机协同管控方法;FIG4 is a diagram of a human-machine collaborative control method for logistics storage and transportation according to the present invention;
图4为本发明涉及物流贮运的人机协同管控方法第二实施例的流程示意图;FIG4 is a flow chart of a second embodiment of a human-machine collaborative control method for logistics storage and transportation according to the present invention;
图5为本发明涉及物流贮运的人机协同管控装置第一实施例的结构框图。 FIG5 is a structural block diagram of the first embodiment of the human-machine collaborative control device for logistics storage and transportation according to the present invention.
本发明目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The realization of the purpose, functional features and advantages of the present invention will be further explained in conjunction with embodiments and with reference to the accompanying drawings.
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明的一部分实施例,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作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
需要说明,本发明实施例中所有方向性指示(诸如上、下、左、右、前、后……)仅用于解释在某一特定姿态(如附图所示)下各部件之间的相对位置关系、运动情况等,如果该特定姿态发生改变时,则该方向性指示也相应地随之改变。It should be noted that all directional indications in the embodiments of the present invention (such as up, down, left, right, front, back, etc.) are only used to explain the relative position relationship, movement status, etc. between the components under a certain specific posture (as shown in the accompanying drawings). If the specific posture changes, the directional indication will also change accordingly.
另外,在本发明中涉及“第一”、“第二”等的描述仅用于描述目的,而不能理解为指示或暗示其相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。另外,各个实施例之间的技术方案可以相互结合,但是必须是以本领域普通技术人员能够实现为基础,当技术方案的结合出现相互矛盾或无法实现时应当认为这种技术方案的结合不存在,也不在本发明要求的保护范围之内。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。In addition, the descriptions of "first", "second", etc. in the present invention are only used for descriptive purposes and cannot be understood as indicating or implying their relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In addition, the technical solutions between the various embodiments can be combined with each other, but it must be based on the ability of ordinary technicians in the field to implement. When the combination of technical solutions is contradictory or cannot be implemented, it should be deemed that such combination of technical solutions does not exist and is not within the scope of protection required by the present invention. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.
参照图1,图1为本发明实施例方案涉及的硬件运行环境的涉及物流贮运的人机协同管控设备结构示意图。Refer to Figure 1, which is a schematic diagram of the structure of a human-machine collaborative management and control device involving logistics storage and transportation in the hardware operating environment involved in an embodiment of the present invention.
如图1所示,该涉及物流贮运的人机协同管控设备可以包括:处理器1001,例如中央处理器(Central Processing Unit,CPU),通信总线1002、用户接口1003,网络接口1004,存储器1005。其中,通信总线1002用于实现这些组件之间的连接通信。用户接口1003可以包括显示屏(Display)、输入单元比如键盘(Keyboard),可选用户接口1003还可以包括标准的有线接口、无线接口。网络接口1004可选的可以包括标准的有线接口、无线接口(如无线保真(Wireless-Fidelity,Wi-Fi)接口))。存储器1005可以是高速的随机存取存储器(Random Access Memory,RAM存储器),也可以是稳定的非易失性存储器(Non-Volatile Memory,NVM),例如磁盘存储器。存储器1005可选的还可以是独立于前述处理器1001的存储装置。As shown in FIG1 , the human-machine collaborative control device for logistics storage and transportation may include: a processor 1001, such as a central processing unit (CPU), a communication bus 1002, a user interface 1003, a network interface 1004, and a memory 1005. Among them, the communication bus 1002 is used to realize the connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface and a wireless interface. The network interface 1004 may optionally include a standard wired interface and a wireless interface (such as a wireless fidelity (Wireless-Fidelity, Wi-Fi) interface). The memory 1005 may be a high-speed random access memory (Random Access Memory, RAM memory) or a stable non-volatile memory (Non-Volatile Memory, NVM), such as a disk memory. The memory 1005 may also be a storage device independent of the aforementioned processor 1001.
本领域技术人员可以理解,图1中示出的结构并不构成对涉及物流贮运的人机协同管控设备的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件布置。 Those skilled in the art will understand that the structure shown in FIG. 1 does not constitute a limitation on human-machine collaborative control equipment involved in logistics storage and transportation, and may include more or fewer components than shown in the figure, or a combination of certain components, or a different arrangement of components.
如图1所示,作为一种存储介质的存储器1005中可以包括操作系统、网络通信模块、用户接口模块以及涉及物流贮运的人机协同管控程序。As shown in FIG. 1 , the memory 1005 as a storage medium may include an operating system, a network communication module, a user interface module, and a human-machine collaborative management and control program related to logistics storage and transportation.
在图1所示的涉及物流贮运的人机协同管控设备中,网络接口1004主要用于与网络服务器进行数据通信;用户接口1003主要用于与用户进行数据交互;本发明涉及物流贮运的人机协同管控设备中的处理器1001、存储器1005可以设置在涉及物流贮运的人机协同管控设备中,所述涉及物流贮运的人机协同管控设备通过处理器1001调用存储器1005中存储的涉及物流贮运的人机协同管控程序,并执行本发明实施例提供的涉及物流贮运的人机协同管控方法。In the human-machine collaborative control device involving logistics storage and transportation shown in Figure 1, the network interface 1004 is mainly used for data communication with the network server; the user interface 1003 is mainly used for data interaction with the user; the processor 1001 and the memory 1005 in the human-machine collaborative control device involving logistics storage and transportation of the present invention can be set in the human-machine collaborative control device involving logistics storage and transportation, and the human-machine collaborative control device involving logistics storage and transportation calls the human-machine collaborative control program involving logistics storage and transportation stored in the memory 1005 through the processor 1001, and executes the human-machine collaborative control method involving logistics storage and transportation provided by an embodiment of the present invention.
本发明实施例提供了一种涉及物流贮运的人机协同管控方法,参照图2,图2为本发明一种涉及物流贮运的人机协同管控方法第一实施例的流程示意图。An embodiment of the present invention provides a method for human-machine collaborative control of logistics storage and transportation. Referring to FIG. 2 , FIG. 2 is a flow chart of a first embodiment of a method for human-machine collaborative control of logistics storage and transportation according to the present invention.
如图2所示,所述涉及物流贮运的人机协同管控方法,包括:As shown in FIG2 , the human-machine collaborative control method for logistics storage and transportation includes:
步骤S10:在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程;Step S10: upon receiving a logistics storage and transportation task, determining a target operation process according to the logistics storage and transportation task;
步骤S20:根据作业项目队列确定所述目标作业流程对应的目标作业项目队列;Step S20: determining the target operation item queue corresponding to the target operation process according to the operation item queue;
步骤S30:根据所述目标作业项目队列的作业项目和作业顺序执行所述物流贮运任务;Step S30: executing the logistics storage and transportation task according to the operation items and operation sequence of the target operation item queue;
步骤S40:判断所述目标作业项目队列是否属于人工作业项目集合;Step S40: determining whether the target operation item queue belongs to a manual operation item set;
步骤S50:在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;Step S50: when the target operation item queue belongs to the manual operation item set, generating and issuing a manual operation notification instruction;
步骤S60:判断是否接收到基于所述人工作业通知指令反馈的确认信号;Step S60: determining whether a confirmation signal based on the manual operation notification instruction feedback is received;
步骤S70:在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中;Step S70: upon receiving the confirmation signal, updating the status of the operation item in the target operation item queue to being executed;
步骤S80:判断所述目标作业项目队列是否属于反馈作业项目集合;Step S80: determining whether the target operation item queue belongs to a feedback operation item set;
步骤S90:在所述目标作业项目队列属于所述反馈作业项目集合时,判断是否接收到人工反馈完成信号;Step S90: when the target operation item queue belongs to the feedback operation item set, determining whether a manual feedback completion signal is received;
步骤S100:在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成;Step S100: when the manual feedback completion signal is received, updating the status of the work item in the target work item queue to completed;
步骤S110:在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物流贮运任务完成。Step S110: When the digital number of the operation item is the maximum digital number of the target operation item queue, confirm that the logistics storage and transportation task is completed.
需要说明的是,本实施例中的执行主体可为涉及物流贮运的人机协同管控设备,该涉及物流贮运的人机协同管控设备可为具有数据处理功能的计算机设备,还可为其他可实现相同或相似功能的设备,本实施例对此不作限制,在本实施例中,以计算机设备为例进行说明。 It should be noted that the execution subject in this embodiment may be a human-machine collaborative control device involved in logistics storage and transportation. The human-machine collaborative control device involved in logistics storage and transportation may be a computer device with data processing functions, or other devices that can achieve the same or similar functions. This embodiment does not limit this. In this embodiment, a computer device is used as an example for explanation.
示例性地,本实施例以钢铁企业原燃料采购物流的厂内贮运作业流程为例进行说明,运输方式示例性地为汽车运输。By way of example, this embodiment takes the in-plant storage and transportation operation process of raw material procurement logistics of a steel enterprise as an example for explanation, and the mode of transportation is exemplarily automobile transportation.
在一实施例中,根据预设生产管控项目确定作业项目以及所述作业项目的作业顺序;基于所述作业项目和作业顺序进行作业任务分类,以生成作业流程类型集合;根据所述作业流程类型集合构建作业项目队列。In one embodiment, work items and the work order of the work items are determined according to preset production control items; work tasks are classified based on the work items and the work order to generate a set of work process types; and a work item queue is constructed according to the set of work process types.
具体地,建立作业流程类型集合:根据生产管控过程中包含的作业项目及其先后作业顺序对各作业任务进行分类,建立作业流程类型集合Cj;其中,1≤j≤m,m为生产管控过程所有作业流程的类型总数。Specifically, a set of operation flow types is established: each operation task is classified according to the operation items and their operation sequence included in the production control process, and an operation flow type set C j is established; wherein 1≤j≤m, and m is the total number of types of all operation flows in the production control process.
在一实施例中,根据所述作业流程类型集合构建作业项目队列,包括:根据所述作业流程类型集合提取若干作业流程以及每一所述作业流程的作业项目、作业顺序以及初始条件;根据所述作业流程的作业项目、作业顺序以及初始条件构建作业任务;其中,每一所述作业任务包括若干作业项目;根据所述作业任务构建作业项目队列。In one embodiment, a job item queue is constructed according to the job process type set, including: extracting a number of job processes and the job items, job sequence and initial conditions of each of the job processes according to the job process type set; constructing job tasks according to the job items, job sequence and initial conditions of the job processes; wherein each of the job tasks includes a number of job items; and constructing a job item queue according to the job tasks.
示例性地,建立每个作业流程类型对应的作业项目队列:对每类作业流程Cj(1≤j≤m)建立唯一的描述标准,包括该流程包含的所有作业项目、各项目执行的先后作业顺序及初始条件。例如,任务Cj包含有n个作业项目,则形成项目队列Cji;其中,1≤j≤m,1≤i≤n。Exemplarily, a task queue corresponding to each task flow type is established: a unique description standard is established for each type of task flow C j (1≤j≤m), including all task items contained in the process, the order of execution of each task, and the initial conditions. For example, if task C j contains n task items, a task queue C ji is formed; where 1≤j≤m, 1≤i≤n.
在一实施例中,根据预设生产管控项目确定作业项目;根据所述作业项目的任务执行属性进行分类,以生成人工作业项目集合和反馈作业项目集合。In one embodiment, work items are determined according to preset production control items; and the work items are classified according to task execution attributes to generate a manual work item set and a feedback work item set.
示例性地,将各作业项目进行分类,建立需要等待系统通知才能开始的人工作业项目集合T,和需要等待人工反馈才能确认完成的反馈作业项目集合Y,U为所有作业项目集合。Exemplarily, each work project is classified to establish a set of manual work projects T that need to wait for system notification before starting, and a set of feedback work projects Y that need to wait for manual feedback before confirmation of completion, and U is a set of all work projects.
具体地,建立需要等待系统通知才能开始的人工作业项目集合T,T∈U。对于集合T中的的作业项目Ti;其中,1≤i≤k,假设集合T中共包含有k个作业项目。集合T中的的作业项目Ti被触发为“可执行”状态时,可以通过交互应用模块,自动向现场作业人员下发“开始作业”指令,通知对应的人员开始作业,并接收反馈。通过移动终端下发作业指令(例如语音、字符或图形类型的作业指令),接受确认回复,自动更新作业状态。确认指令下发成功后,根据当前任务的状态机,Ti的状态更新为“执行中”。Specifically, a set T of manual work items that need to wait for system notification before starting is established, T∈U. For the work items Ti in the set T; where 1≤i≤k, it is assumed that the set T contains a total of k work items. When the work item Ti in the set T is triggered to the "executable" state, the interactive application module can automatically issue a "start work" instruction to the on-site workers, notify the corresponding personnel to start the work, and receive feedback. Issue work instructions (such as voice, character or graphic type work instructions) through the mobile terminal, accept confirmation replies, and automatically update the work status. After confirming that the instruction is successfully issued, according to the state machine of the current task, the status of Ti is updated to "executing".
具体地,建立需要等待人工反馈才能确认完成的作业项目集合即反馈作业项目集合Y,Y∈U。对于集合Y中的的作业项目Yi;其中,1≤i≤j,假设集合Y中共包含有j个作业。集合Y中的的作业项目Yi已经被完成时,现场作业人员通过语音指令或按键唤醒移动终端,输入反馈信息,可以通过交互应用模块,接受反馈信息,例如通过移动终端,接收现场作业人员反馈信息(例如语音和字符),自动更新作业状态,确认反馈信息识别成功后,根 据当前任务的状态机,Yi的状态更新为“已完成”。Specifically, a set of work items that need to wait for manual feedback to confirm completion is established, namely, a feedback work item set Y, Y∈U. For work item Yi in set Y; where 1≤i≤j, it is assumed that set Y contains a total of j jobs. When work item Yi in set Y has been completed, the on-site worker wakes up the mobile terminal through voice commands or buttons, inputs feedback information, and can receive feedback information through the interactive application module. For example, the mobile terminal receives feedback information (such as voice and characters) from the on-site worker, automatically updates the work status, and confirms that the feedback information is successfully recognized. According to the state machine of the current task, the status of Yi is updated to "Completed".
需要说明的是,可以通过作业任务状态机调整具体任务的状态:对于特定的作业任务W,根据其对应的作业流程类型Cj(1≤j≤m),可确定对应的作业项目队列Cji(1≤j≤m,1≤i≤n)。对作业项目队列Cji中的每个项目,设置“待执行、可执行、执行中、已完成、异常”五种状态。It should be noted that the state of a specific task can be adjusted through the job task state machine: for a specific job task W, according to its corresponding job flow type C j (1≤j≤m), the corresponding job item queue C ji (1≤j≤m, 1≤i≤n) can be determined. For each item in the job item queue C ji , five states are set: "to be executed, executable, executing, completed, abnormal".
在实际应用中,当流程开始,即Cj1具备执行条件时,触发Cj1为“可执行”状态,Cji状态(1<i≤n)设置为“待执行”。对于Cji,(1<i≤n):当感知到Cji开始执行时,触发Cji为“执行中”状态;当感知到Cji为“已完成”,触发Cji为“已完成”状态;当Cji(i<n)为“已完成”状态时,触发Cj(i+1)为“可执行”状态;当Cji(i=n)为“已完成”状态时,将项目状态设为“已完成”。当Cji满足上述“待执行、可执行、执行中、已完成”各种状态的触发条件,但在设定时间内未进入对应状态,或者在“可执行”、“执行中”状态所处时间超过预先设定的时间时,触发Cji为“异常”状态。对于Cji,当i=n时,当Cji为“已完成”状态时,触发当前项目为完成状态。In actual applications, when the process starts, that is, when C j1 meets the execution conditions, C j1 is triggered to the "executable" state, and the C ji state (1<i≤n) is set to "pending execution". For C ji , (1<i≤n): when Cji is sensed to start execution, Cji is triggered to the "executing"state; when C ji is sensed to be "completed", C ji is triggered to the "completed"state; when C ji (i<n) is in the "completed" state, C j(i+1) is triggered to the "executable"state; when C ji (i=n) is in the "completed" state, the project status is set to "completed". When C ji meets the triggering conditions of the above-mentioned "pending execution, executable, executing, completed" states, but does not enter the corresponding state within the set time, or the time in the "executable" or "executing" state exceeds the preset time, C ji is triggered to the "abnormal" state. For C ji , when i=n, when C ji is in the "completed" state, it triggers the current project to be in the completed state.
可以理解的是,为人工在执行作业过程中需要交互的信息建立语音、图片、文本等多模式的交互信息支撑数据集,即建立多模态人机交互支撑数据集,便于有效提高人工反馈信息的识别正确率和交互效率。It is understandable that establishing a multi-modal interactive information support dataset such as voice, pictures, and text for the information that humans need to interact with during the execution of tasks, that is, establishing a multi-modal human-computer interaction support dataset, is convenient for effectively improving the recognition accuracy and interaction efficiency of manual feedback information.
在实际应用中,建立多模态人机交互支撑数据集:对于作业项目Cji(1≤i≤n),建立唯一的作业名称指令音频数据集N;建立对应于“待执行、可执行、执行中、已完成、异常”五种作业状态的状态指令音频数据集S;建立反馈数据集,包括语音反馈关键字音频训练数据集Ra,图片反馈训练数据集Rp,手势反馈指令数据集Rg;建立语音查询关键字音频数据集F;建立作业指令关键字音频数据集O;建立各作业对应的执行人员信息集P(含移动终端设备拨号号码);建立操控人员和各具体作业项目的映射关系数据集E,以实现各作业Ci与其操控人员Pi(Pi∈P)信息的对应。需要说明的是,多模态人机交互支撑数据集的具体内容包括但不限于上述集合,可以根据实际情况进行设置。In practical applications, a multimodal human-computer interaction support dataset is established: for a job item C ji (1≤i≤n), a unique job name instruction audio dataset N is established; a state instruction audio dataset S corresponding to the five job states of "to be executed, executable, executing, completed, and abnormal" is established; a feedback dataset is established, including a voice feedback keyword audio training dataset Ra, a picture feedback training dataset Rp, and a gesture feedback instruction dataset Rg; a voice query keyword audio dataset F is established; a job instruction keyword audio dataset O is established; an executor information set P (including the dialing number of a mobile terminal device) corresponding to each job is established; a mapping relationship dataset E between the operator and each specific job item is established to achieve the correspondence between each job C i and its operator P i (P i ∈P) information. It should be noted that the specific content of the multimodal human-computer interaction support dataset includes but is not limited to the above-mentioned set, which can be set according to actual conditions.
可以理解的是,建立交互信息互转模块:对于上述集合N、S、Ra、Rp、Rg、F、O、P以及E内所包函的数据,可实现高效、高可靠的文字和语音间的相互转换。可将字符信息转化为上述集合中的音频数据形成语音指令,对现场作业人员播放;也可通过语音指令的自动识别,将音频信息转化为字符信息用于作业过程管控。还可将反馈的图片、手势信息转化为化为字符信息用于作业过程管控。It is understandable that an interactive information conversion module is established: for the data contained in the above sets N, S, Ra, Rp, Rg, F, O, P and E, efficient and reliable conversion between text and voice can be achieved. Character information can be converted into audio data in the above sets to form voice instructions, which can be played to on-site workers; audio information can also be converted into character information for operation process control through automatic recognition of voice instructions. Feedback pictures and gesture information can also be converted into character information for operation process control.
在一实施例中,在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程,根据作业项目队列确定所述目标作业流程对应的目标作业项目队列,根据所述目标作业项 目队列的作业项目和作业顺序执行所述物流贮运任务:对于特定的作业任务例如车辆驾驶人员在排队等待的状态中接收某项运维任务,确定该项运维任务唯一对应的作业流程Cj。对于特定的作业任务,确定其唯一对应的作业项目队列Cji,将变量i初始化为1。执行队列Cji中的第i个作业项目,Cji状态更新为“可执行”。In one embodiment, when a logistics storage and transportation task is received, a target operation process is determined according to the logistics storage and transportation task, a target operation item queue corresponding to the target operation process is determined according to the operation item queue, and a target operation item queue corresponding to the target operation process is determined according to the target operation item queue. The logistics storage and transportation task is executed according to the operation items and operation sequence of the target queue: for a specific operation task, such as a vehicle driver receiving a certain operation and maintenance task in a waiting queue, the operation flow C j corresponding to the operation and maintenance task is determined. For a specific operation task, its unique corresponding operation item queue C ji is determined, and the variable i is initialized to 1. The i-th operation item in the execution queue C ji is updated to "executable".
在一实施例中,判断所述目标作业项目队列是否属于人工作业项目集合;在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;判断是否接收到基于所述人工作业通知指令反馈的确认信号;在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中:判断Cji是否属于集合T(需要等待系统通知才能开始的人工作业项目集合),如果Cji属于集合T,通过交互控信息互转模块和多模态交互应用模块,向对应的作业人员下发作业指令。如果未收到对应的作业人员反馈的接收确认信息,则重复步骤通过交互控信息互转模块和多模态交互应用模块,向对应的作业人员下发作业指令;如果超过规定时间仍然未接收到作业人员反馈的接收确认信息,则发出异常提示;如果接收到作业人员反馈的接受确认信息,进行Cji状态更新为“执行中”。In one embodiment, it is determined whether the target operation project queue belongs to the manual operation project set; when the target operation project queue belongs to the manual operation project set, a manual operation notification instruction is generated and issued; it is determined whether a confirmation signal based on the manual operation notification instruction feedback is received; when the confirmation signal is received, the state of the operation project in the target operation project queue is updated to be executed: it is determined whether C ji belongs to the set T (a manual operation project set that needs to wait for system notification to start), if C ji belongs to the set T, the operation instruction is issued to the corresponding operator through the interactive control information conversion module and the multimodal interactive application module. If the corresponding operator feedback confirmation information is not received, the steps are repeated to issue the operation instruction to the corresponding operator through the interactive control information conversion module and the multimodal interactive application module; if the operator feedback confirmation information is still not received after the specified time, an abnormal prompt is issued; if the operator feedback confirmation information is received, the C ji status is updated to "execution".
在一实施例中,在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令,包括:在所述目标作业项目队列属于所述人工作业项目集合时,确定所述目标作业项目队列的当前作业项目;获取所述当前作业项目对应的名称音频数据和状态音频数据;获取所述当前作业项目对应的作业指令关键字;基于所述名称音频数据和状态音频数据结合所述作业指令关键字,自动生成人工作业通知指令;通过移动终端下发所述人工作业通知指令。In one embodiment, when the target job item queue belongs to the manual job item set, a manual job notification instruction is generated and issued, including: when the target job item queue belongs to the manual job item set, determining the current job item of the target job item queue; obtaining the name audio data and status audio data corresponding to the current job item; obtaining the job instruction keyword corresponding to the current job item; automatically generating a manual job notification instruction based on the name audio data and status audio data combined with the job instruction keyword; and issuing the manual job notification instruction through a mobile terminal.
具体地,Cji属于集合T,执行队列Cji中的第i个作业项目,集合T中的的作业项目Ti被触发为“可执行”状态时,可以通过交互控信息互转模块和多模态交互应用模块,自动向现场作业人员下发“开始作业”指令,通知对应的人员开始作业,并接收反馈。通过移动终端下发作业指令(例如语音、字符或图形类型的作业指令),接受确认回复,自动更新作业状态。确认指令下发成功后,根据当前任务的状态机,Ti的状态更新为“执行中”。Specifically, C ji belongs to the set T, and the i-th job item in the execution queue C ji , when the job item Ti in the set T is triggered to the "executable" state, the interactive control information conversion module and the multimodal interactive application module can automatically issue a "start job" instruction to the on-site workers, notify the corresponding personnel to start the job, and receive feedback. Issue job instructions (such as voice, character or graphic type job instructions) through the mobile terminal, accept confirmation replies, and automatically update the job status. After confirming that the instruction is successfully issued, according to the state machine of the current task, the status of Ti is updated to "executing".
在另一实施例中,判断所述目标作业项目队列是否属于人工作业项目集合之后,还包括:在所述目标作业项目队列不属于所述人工作业项目集合时,通过工业物联网自动通知对应的执行装备开始作业;或,在所述目标作业项目队列不属于所述人工作业项目集合时,自动触发所述目标作业项目队列的作业项目对应的作业状态为执行中、已完成或故障状态。In another embodiment, after determining whether the target operation project queue belongs to the manual operation project set, it also includes: when the target operation project queue does not belong to the manual operation project set, automatically notifying the corresponding execution equipment through the industrial Internet of Things to start the operation; or, when the target operation project queue does not belong to the manual operation project set, automatically triggering the operation status corresponding to the operation project of the target operation project queue to be in execution, completed or faulty.
可以理解的是,建立集合T和集合Y以外的所有作业项目集合C,即当C不属于(T∪Y)时,对于集合C中的的作业Ci;其中,1≤i≤n,假设集合C中共包含有n个作业。 根据当前任务的状态机,当触发Ci为“可执行”状态时,可通过工业物联网自动通知对应的执行装备开始作业;也可通过自动采集的基础自动化系统信号自动触发Ci为“执行中”、“已完成”或“故障”状态。It can be understood that a set C of all job items other than the set T and the set Y is established, that is, when C does not belong to (T∪Y), for the job Ci in the set C; where 1≤i≤n, it is assumed that the set C contains n jobs in total. According to the state machine of the current task, when Ci is triggered to the "executable" state, the corresponding execution equipment can be automatically notified through the industrial Internet of Things to start the operation; Ci can also be automatically triggered to the "executing", "completed" or "fault" state through the automatically collected basic automation system signals.
具体地,如果Cji不属于集合T,向对应的执行装备下发指令开始自动作业,根据自动采集的基础自动化信息判断是否已经开始作业,如果已经开始作业,则将Cji状态更新为“执行中”;如果超过规定时间仍然未接收到已开始作业信号,则发出异常提示。Specifically, if C ji does not belong to the set T, an instruction is sent to the corresponding execution equipment to start automatic operation, and whether the operation has started is determined based on the automatically collected basic automation information. If the operation has started, the C ji status is updated to "executing"; if the operation start signal is still not received within the specified time, an abnormal prompt is issued.
在一实施例中,判断所述目标作业项目队列是否属于反馈作业项目集合;在所述目标作业项目队列属于所述反馈作业项目集合时,判断是否接收到人工反馈完成信号;在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成。In one embodiment, it is determined whether the target job item queue belongs to a feedback job item set; when the target job item queue belongs to the feedback job item set, it is determined whether a manual feedback completion signal is received; when the manual feedback completion signal is received, the status of the job items in the target job item queue is updated to completed.
在一实施例中,判断所述目标作业项目队列是否属于反馈作业项目集合之后,还包括:在所述目标作业项目队列不属于所述反馈作业项目集合时,判断是否接收到自动化反馈完成信号;在接收到所述自动化反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成。In one embodiment, after determining whether the target job item queue belongs to the feedback job item set, it also includes: when the target job item queue does not belong to the feedback job item set, determining whether an automated feedback completion signal is received; when the automated feedback completion signal is received, updating the status of the job items in the target job item queue to completed.
具体地,判断Cji是否属于集合Y(需要等待人工反馈才能确认完成的反馈作业项目集合Y)。在一示例中,如果Cji属于集合Y,进行判断是否收到人工反馈的作业完成信息,如果收到则将Cji状态更新为“已完成”,如果未收到则继续等待,如果超过规定时间仍然未接收到作业人员反馈的作业完成信息,则发出异常提示。在另一示例中,如果Cji不属于集合Y,进行判断是否收到自动化系统反馈的作业完成信息,如果收到则将Cji状态更新为“已完成”;如果未收到则继续等待,如果超过规定时间仍然未接收到自动化系统反馈的作业完成信息,则发出异常提示。Specifically, determine whether C ji belongs to set Y (the set Y of feedback operation items that need to wait for manual feedback to confirm completion). In one example, if C ji belongs to set Y, determine whether the operation completion information of manual feedback is received. If received, the C ji status is updated to "completed". If not received, continue to wait. If the operation completion information of the operator feedback is still not received after the specified time, an abnormal prompt is issued. In another example, if C ji does not belong to set Y, determine whether the operation completion information of the automation system feedback is received. If received, the C ji status is updated to "completed". If not received, continue to wait. If the operation completion information of the automation system feedback is still not received after the specified time, an abnormal prompt is issued.
需要说明的是,在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物流贮运任务完成:如果i<n(n为队列Cji中项目总数),则i=i+1,跳转到步骤执行队列Cji中的第i个作业项目,Cji状态更新为“可执行”;如果i=n(n为队列Cji中项目总数),则任务结束。It should be noted that when the digital label of the work item is the maximum digital label of the target work item queue, the logistics storage and transportation task is confirmed to be completed: if i<n (n is the total number of items in the queue C ji ), then i=i+1, jump to the step execution queue C ji , and update the C ji status to "executable"; if i=n (n is the total number of items in the queue C ji ), the task ends.
本实施例通过在接收到物流贮运任务时,根据物流贮运任务确定目标作业流程;根据作业项目队列确定目标作业流程对应的目标作业项目队列;根据目标作业项目队列的作业项目和作业顺序执行物流贮运任务;判断目标作业项目队列是否属于人工作业项目集合;在目标作业项目队列属于人工作业项目集合时,生成并下发人工作业通知指令;判断是否接收到基于人工作业通知指令反馈的确认信号;在接收到确认信号时,更新目标作业项目队列的作业项目的状态为执行中;判断目标作业项目队列是否属于反馈作业项目集合;在目标作业项目队列属于反馈作业项目集合时,判断是否接收到人工反馈完成信号;在接收 到人工反馈完成信号时,更新目标作业项目队列的作业项目的状态为已完成;在作业项目的数字标号为目标作业项目队列的最大数字标号时,确认物流贮运任务完成。本实施例中,智能管控物流贮运任务的整体执行流程,及时向作业人员发送作业指令并接收人工反馈的执行情况,从而对需要人工参与的物流贮运作业过程进行协同管控,解决了现有钢铁行业物流运输过程中人工参与的作业过程难以及时准确进行整体协同的技术问题。This embodiment determines the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task; determines the target operation project queue corresponding to the target operation process according to the operation project queue; executes the logistics storage and transportation task according to the operation project and operation sequence of the target operation project queue; determines whether the target operation project queue belongs to the manual operation project set; when the target operation project queue belongs to the manual operation project set, generates and issues a manual operation notification instruction; determines whether a confirmation signal based on the feedback of the manual operation notification instruction is received; when the confirmation signal is received, updates the status of the operation project in the target operation project queue to being executed; determines whether the target operation project queue belongs to the feedback operation project set; when the target operation project queue belongs to the feedback operation project set, determines whether a manual feedback completion signal is received; and when receiving the confirmation signal, When the completion signal is manually fed back, the status of the operation item in the target operation item queue is updated to completed; when the digital number of the operation item is the maximum digital number of the target operation item queue, the logistics storage and transportation task is confirmed to be completed. In this embodiment, the overall execution process of the logistics storage and transportation task is intelligently controlled, and operation instructions are sent to the operators in a timely manner and the execution status is received through manual feedback, so as to coordinate and control the logistics storage and transportation operation process that requires manual participation, solving the technical problem that the manual participation operation process in the existing steel industry logistics transportation process is difficult to coordinate in an overall manner in a timely and accurate manner.
在一些实施例中,如图3所示,基于第一实施例提出本发明涉及物流贮运的人机协同管控方法第二实施例,所述步骤S50,包括:In some embodiments, as shown in FIG3 , a second embodiment of the human-machine collaborative management and control method for logistics storage and transportation according to the present invention is proposed based on the first embodiment, and the step S50 includes:
步骤S51:在所述目标作业项目队列属于所述人工作业项目集合时,确定所述目标作业项目队列的当前作业项目;Step S51: when the target operation item queue belongs to the manual operation item set, determining the current operation item of the target operation item queue;
步骤S52:获取所述当前作业项目对应的名称音频数据和状态音频数据;Step S52: Acquire the name audio data and status audio data corresponding to the current operation item;
步骤S53:获取所述当前作业项目对应的作业指令关键字;Step S53: obtaining the operation instruction keyword corresponding to the current operation item;
步骤S54:基于所述名称音频数据和状态音频数据结合所述作业指令关键字,自动生成人工作业通知指令;Step S54: Automatically generate a manual operation notification instruction based on the name audio data and the status audio data combined with the operation instruction keyword;
步骤S55:通过移动终端下发所述人工作业通知指令。Step S55: Sending the manual operation notification instruction via the mobile terminal.
在一实施例中,通过移动终端下发所述人工作业通知指令,包括:基于预设映射关系确定所述当前作业项目对应的操控人员;获取所述操控人员的信息数据,并根据所述信息数据查找所述操控人员的移动终端号码;通过移动终端基于所述移动终端号码与所述操控人员建立通讯连接;在所述通讯连接建立时,通过语音播放所述人工作业通知指令并在预设显示终端显示所述人工作业通知指令。In one embodiment, the manual operation notification instruction is issued through a mobile terminal, including: determining the operator corresponding to the current operation project based on a preset mapping relationship; obtaining the information data of the operator, and searching for the mobile terminal number of the operator according to the information data; establishing a communication connection with the operator based on the mobile terminal number through the mobile terminal; when the communication connection is established, playing the manual operation notification instruction by voice and displaying the manual operation notification instruction on a preset display terminal.
具体地,Cji属于集合T,执行队列Cji中的第i个作业项目,集合T中的的作业项目Ti被触发为“可执行”状态时,可以通过交互控信息互转模块和多模态交互应用模块,自动向现场作业人员下发“开始作业”指令,通知对应的人员开始作业,并接收反馈。通过移动终端下发作业指令(例如语音、字符或图形类型的作业指令),接受确认回复,自动更新作业状态。确认指令下发成功后,根据当前任务的状态机,Ti的状态更新为“执行中”。Specifically, C ji belongs to the set T, and the i-th job item in the execution queue C ji , when the job item Ti in the set T is triggered to the "executable" state, the interactive control information conversion module and the multimodal interactive application module can automatically issue a "start job" instruction to the on-site workers, notify the corresponding personnel to start the job, and receive feedback. Issue job instructions (such as voice, character or graphic type job instructions) through the mobile terminal, accept confirmation replies, and automatically update the job status. After confirming that the instruction is successfully issued, according to the state machine of the current task, the status of Ti is updated to "executing".
需要说明的是,建立多模态交互应用模块,通过语音指令、图片、手势等多种形式进行人与管控系统的交互。It should be noted that a multimodal interactive application module is established to enable interaction between people and the management and control system through various forms such as voice commands, pictures, and gestures.
在一示例中,通过移动终端下发作业指令(包括语音、字符和图形),接受确认回复,自动更新作业状态:对应当前作业项目Cji,根据项目对应的名称音频数据Ni和状态音频数据Si,结合作业指令关键字Oi,自动生成语音指令“Oi+Ni+Si”及对应的字符/图形指令。交互模块根据映射关系Ei,自动将作业项目Cji映射到对应的现场操控人员Pi;根据Pi的信息数据查找其配置的移动终端号码,自动拨号;待接通后,播放语音指令“Oi+Ni+Si”, 同时通过移动终端屏幕显示对应的字符/图形指令;最后接受现场操控人员回复的字符或语音确认信息。识别字符或语音回复信息:对于语音回复信息Ri,对照语音反馈关键字音频数据集R,自动识别语音回复内容。如果字符或语音回复信息识别为确认成功,则自动更新Cji项目状态,通过移动终端的屏幕界面显示更新后的状态Si,同时播放更新后Cji状态的音频信息Si。如果识别字符或语音回复信息未确认成功,则自动再次下发作业指令,重复执行交互模块根据映射关系Ei,自动将作业项目Cji映射到对应的现场操控人员Pi;根据Pi的信息数据查找其配置的移动终端号码,自动拨号;待接通后,播放语音指令“Oi+Ni+Si”,同时通过移动终端屏幕显示对应的字符/图形指令;最后接受现场操控人员回复的字符或语音确认信息和识别字符或语音回复信息步骤。如果超过设定的时间和次数,仍然没有识别成功则触发异常状态报警。In one example, a mobile terminal sends a work instruction (including voice, characters and graphics), receives a confirmation reply, and automatically updates the work status: corresponding to the current work project C ji , according to the project's corresponding name audio data N i and status audio data S i , combined with the work instruction keyword O i , automatically generates a voice instruction "O i +N i +S i " and a corresponding character/graphic instruction. The interactive module automatically maps the work project C ji to the corresponding on-site operator P i according to the mapping relationship E i ; searches for the configured mobile terminal number according to P i 's information data and automatically dials; after the call is connected, plays the voice instruction "O i +N i +S i ", At the same time, the corresponding character/graphic instructions are displayed on the mobile terminal screen; finally, the character or voice confirmation information replied by the on-site operator is accepted. Identify character or voice reply information: For the voice reply information R i , the voice reply content is automatically recognized by comparing with the voice feedback keyword audio data set R. If the character or voice reply information is recognized as confirmed successfully, the C ji project status is automatically updated, and the updated status S i is displayed through the screen interface of the mobile terminal, and the audio information S i of the updated C ji status is played at the same time. If the recognized character or voice reply information is not confirmed successfully, the operation instruction is automatically issued again, and the interactive module is repeatedly executed according to the mapping relationship E i , and the operation project C ji is automatically mapped to the corresponding on-site operator P i ; according to the information data of P i , the configured mobile terminal number is searched and dialed automatically; after the connection is connected, the voice instruction "O i +N i +S i " is played, and the corresponding character/graphic instruction is displayed on the mobile terminal screen; finally, the character or voice confirmation information replied by the on-site operator and the character or voice reply information recognition steps are accepted. If the recognition is still not successful after the set time and number of times, an abnormal state alarm is triggered.
示例性地,在实际应用中:场景1:在物流管理系统中,车辆驾驶人员在排队等待的状态中,可通过车载移动终端播放的语音指令,获取应马上开始进厂卸料的作业信息,并通过反馈确认信息实现和物流管理系统的交互。场景2:在设备运维系统中,运维人员可通头显、PAD等移动终端,播放的语音指令,或显示的文字指令,获取应马上开始某项运维任务的作业信息,并通过反馈确认信息实现和设备运维系统的交互。For example, in actual applications: Scenario 1: In a logistics management system, vehicle drivers can obtain information about the operation of unloading materials immediately after entering the factory through voice commands played by the vehicle-mounted mobile terminal while waiting in line, and interact with the logistics management system through feedback confirmation information. Scenario 2: In an equipment operation and maintenance system, operation and maintenance personnel can obtain information about the operation of a certain operation and maintenance task immediately after starting the operation and maintenance task through voice commands played by mobile terminals such as head-mounted displays and PADs, or text commands displayed, and interact with the equipment operation and maintenance system through feedback confirmation information.
在另一示例中,通过移动终端,接收现场作业人员反馈信息(包括语音和字符),自动更新作业状态:步骤一、现场作业人员通过语音指令或按键唤醒移动终端,移动终端向交互应用模块发送请求,获取该人员对应的作业项目信息。步骤二、交互应用模块收到移动终端的请求后,首先通过移动终端号码和登陆信息验证作业人员身份Pi,交互模块根据映射关系Ei,获取Pi对应的当前作业项目Cji及Cji当前状态,并将相关信息发送到对应的移动终端。步骤三、现场作业人员可通过移动终端查看当前对应的作业项目及状态,并根据反馈指令关键字输入反馈的语音信息;或者通过移动终端对应界面输入反馈信息;或者反馈拍摄的视频或图片;或者采用手势反馈。然后将反馈信息回传给交互应用模块。步骤四、识别并确认反馈信息。根据反馈数据集Ra、Rp、Rg,对语音指令、图像图片、手势指令进行识别,如果识别成功,则结合Cji当前状态,根据反馈内容更新Cji作业状态,通过移动终端的屏幕界面显示更新后的状态,同时播放更新后Cji状态的音频信息。步骤五、如果步骤三识别失败,现场作业人员发现状态没有正常更新,可再次进行反馈,系统收到反馈信息后,重复执行“步骤二”和“步骤三”。步骤六、如果超过设定的时间和次数,仍然没有识别成功则触发异常状态报警。In another example, feedback information (including voice and characters) from on-site workers is received through a mobile terminal, and the operation status is automatically updated: Step 1. The on-site worker wakes up the mobile terminal through voice commands or buttons, and the mobile terminal sends a request to the interactive application module to obtain the operation project information corresponding to the worker. Step 2. After receiving the request from the mobile terminal, the interactive application module first verifies the identity of the worker P i through the mobile terminal number and login information. The interactive module obtains the current operation project C ji and the current status of C ji corresponding to P i according to the mapping relationship E i , and sends the relevant information to the corresponding mobile terminal. Step 3. The on-site worker can view the current corresponding operation project and status through the mobile terminal, and input the feedback voice information according to the feedback instruction keyword; or input feedback information through the corresponding interface of the mobile terminal; or feedback the captured video or picture; or use gesture feedback. Then the feedback information is sent back to the interactive application module. Step 4. Identify and confirm the feedback information. According to the feedback data sets Ra, Rp, Rg, voice commands, image pictures, and gesture commands are recognized. If the recognition is successful, the C ji operating status is updated according to the feedback content in combination with the current status of C ji . The updated status is displayed through the screen interface of the mobile terminal, and the audio information of the updated C ji status is played at the same time. Step 5. If the recognition in step 3 fails, and the on-site operator finds that the status is not updated normally, feedback can be provided again. After receiving the feedback information, the system repeats "steps 2" and "steps 3". Step 6. If the recognition is still not successful after exceeding the set time and number of times, an abnormal status alarm is triggered.
示例性地,在实际应用中:场景1:在物流管理系统中,当车辆到达卸货、验车等人工作业地点时,现场作业人员可通过语音指令或按键等方式唤醒头显、PAD等终端。终端 上显示该人员对应的作业项目及状态等信息,作业人员确认无误后,通过手势或语音引导头显设备上的摄像装置对车牌、车厢等规定的部位进行拍照,通过语音或手势进行拍照确认,将照片回传给交互应用模块;或者通过语音输入“卸货完成”、“验车结果”等反馈信息,确认后将反馈信息回传给交互应用模块。场景2:在设备运维系统中,当运维人员在现场进行零件更换等作业时,可通过语音指令或按键等方式唤醒头显、PAD等终端。终端上显示该人员对应的作业项目及状态等信息,作业人员确认无误后,通过手势或语音引导头显设备上的摄像装置对维护的设备、待更换的备件、更换设备的关键步骤、换下来的损坏部件等进行拍照;通过语音或手势进行拍照确认,将照片回传给交互应用模块。或者通过语音指令唤醒头显、,通过语音输入“更换完成”等反馈信息,确认后将反馈信息回传给交互应用模块。For example, in actual applications: Scenario 1: In a logistics management system, when a vehicle arrives at a manual operation location such as unloading or vehicle inspection, on-site workers can wake up terminals such as head-mounted displays and PADs through voice commands or buttons. The corresponding work items and status of the personnel are displayed on the terminal. After the operator confirms that everything is correct, the operator guides the camera device on the head display device to take photos of the specified parts such as the license plate and the carriage through gestures or voice, confirms the photo through voice or gestures, and sends the photo back to the interactive application module; or inputs feedback information such as "unloading completed" and "vehicle inspection results" through voice, and sends the feedback information back to the interactive application module after confirmation. Scenario 2: In the equipment operation and maintenance system, when the operation and maintenance personnel perform operations such as part replacement on site, they can wake up the head display, PAD and other terminals through voice commands or buttons. The corresponding work items and status of the personnel are displayed on the terminal. After the operator confirms that everything is correct, the operator guides the camera device on the head display device to take photos of the maintained equipment, spare parts to be replaced, key steps for replacing equipment, and damaged parts replaced through gestures or voice; confirms the photo through voice or gestures, and sends the photo back to the interactive application module. Or wake up the head display through voice commands, input feedback information such as "replacement completed" through voice, and send the feedback information back to the interactive application module after confirmation.
在又一示例中,通过移动终端,接收现场作业人员的查讯(包括语音和字符),进行答复:步骤一、现场作业人员通过语音指令或按键唤醒移动终端,参照查询关键字输入查询语音信息,或输入查询关键字符。步骤二、交互应用模块收到查询信息后,通过移动终端号码和登陆信息验证作业人员身份Pi,根据交互模块根据映射关系Ei,获取Pi对应的信息。步骤三、识别查询信息。对于语音查讯信息,对照语音查讯关键字音频数据集Pa,自动识别语音查讯内容。步骤四、如果识别成功,系统根据查询关键字,在数据库中检索对应的信息,并将对应的信息转换为语音信息通过移动终端进行播放,同时提供相关的文字和图表显示。步骤五、如果识别失败,则播放音频或显示提示信息请作业人员重复输入查询信息,待收到查询信息后,重复执行“步骤二”、“步骤三”和“步骤四”。步骤六、如果超过设定的时间和次数,仍然没有识别成功,则触发异常状态报警。In another example, a mobile terminal receives a query (including voice and characters) from a field operator and responds: Step 1: The field operator wakes up the mobile terminal through voice commands or buttons, and inputs the query voice information or key characters with reference to the query keyword. Step 2: After receiving the query information, the interactive application module verifies the operator identity P i through the mobile terminal number and login information, and obtains the information corresponding to P i according to the mapping relationship E i according to the interactive module. Step 3: Identify the query information. For the voice query information, the voice query content is automatically identified by comparing the voice query keyword audio data set Pa. Step 4: If the recognition is successful, the system retrieves the corresponding information in the database according to the query keyword, and converts the corresponding information into voice information and plays it through the mobile terminal, while providing relevant text and chart display. Step 5: If the recognition fails, the audio is played or a prompt message is displayed asking the operator to re-enter the query information. After receiving the query information, "step 2", "step 3" and "step 4" are repeated. Step 6: If the recognition is still unsuccessful after the set time and number of times, an abnormal state alarm is triggered.
示例性地,在实际应用中:场景1:在物流管理系统中,仓库管理人员可通过语音指令或按键等方式唤醒头显、PAD等移动终端,然后通过语音或文字等方式输入某类货物的存放位置的查询指令。交互应用等模块通过身份验证、语音识别、数据检索等过程获得查询结果,再将查询结果传输到移动终端进行播放或显示。场景2:在设备运维系统中,运维人员可通过语音指令或按键等方式唤醒头显、PAD等移动终端,然后通过语音或文字等方式输入当前作业项目的查询指令。交互应用等模块通过身份验证、语音识别、数据检索等过程获得查询结果,再将查询结果传输到移动终端进行播放或显示。For example, in actual applications: Scenario 1: In a logistics management system, warehouse managers can wake up mobile terminals such as head-mounted displays and PADs through voice commands or buttons, and then enter query instructions for the storage location of a certain type of goods through voice or text. Interactive application and other modules obtain query results through identity authentication, voice recognition, data retrieval and other processes, and then transmit the query results to the mobile terminal for playback or display. Scenario 2: In an equipment operation and maintenance system, operation and maintenance personnel can wake up mobile terminals such as head-mounted displays and PADs through voice commands or buttons, and then enter query instructions for the current operation project through voice or text. Interactive application and other modules obtain query results through identity authentication, voice recognition, data retrieval and other processes, and then transmit the query results to the mobile terminal for playback or display.
本实施例通过在所述目标作业项目队列属于所述人工作业项目集合时,确定所述目标作业项目队列的当前作业项目;获取所述当前作业项目对应的名称音频数据和状态音频数据;获取所述当前作业项目对应的作业指令关键字;基于所述名称音频数据和状态音频数据结合所述作业指令关键字,自动生成人工作业通知指令;通过移动终端下发所述人工作 业通知指令。本实施例中,建立多模态交互应用模块,通过语音指令、图片、手势等多种形式进行人与管控系统的交互。智能管控物流贮运任务的整体执行流程,及时向作业人员发送作业指令并接收人工反馈的执行情况,从而对需要人工参与的物流贮运作业过程进行协同管控,解决了现有钢铁行业物流运输过程中人工参与的作业过程难以及时准确进行整体协同的技术问题。This embodiment determines the current operation project of the target operation project queue when the target operation project queue belongs to the manual operation project set; obtains the name audio data and status audio data corresponding to the current operation project; obtains the operation instruction keyword corresponding to the current operation project; automatically generates a manual operation notification instruction based on the name audio data and status audio data combined with the operation instruction keyword; and sends the manual operation notification instruction through a mobile terminal. In this embodiment, a multimodal interactive application module is established to interact with the control system through voice commands, pictures, gestures and other forms. The overall execution process of logistics storage and transportation tasks is intelligently controlled, and operation instructions are sent to operators in a timely manner and the execution status is received through manual feedback, so as to coordinate the logistics storage and transportation operation process that requires manual participation, and solve the technical problem that it is difficult to coordinate the operation process that requires manual participation in the existing steel industry logistics and transportation process in a timely and accurate manner.
参照图4,图4为本发明涉及物流贮运的人机协同管控系统第一实施例的结构框图。4 , which is a structural block diagram of a first embodiment of a human-machine collaborative management and control system for logistics storage and transportation according to the present invention.
如图4所示,所述涉及物流贮运的人机协同管控系统,包括:As shown in FIG4 , the human-machine collaborative management and control system involving logistics storage and transportation includes:
作业任务流程管控模块10,用于在接收到物流贮运任务时,根据所述物流贮运任务确定目标作业流程;The operation task process control module 10 is used to determine the target operation process according to the logistics storage and transportation task when receiving the logistics storage and transportation task;
作业任务流程管控模块10,还用于根据作业项目队列确定所述目标作业流程对应的目标作业项目队列;The operation task process control module 10 is further used to determine the target operation project queue corresponding to the target operation process according to the operation project queue;
作业任务流程管控模块10,还用于根据所述目标作业项目队列的作业项目和作业顺序执行所述物流贮运任务;The operation task process control module 10 is also used to execute the logistics storage and transportation task according to the operation items and operation sequence of the target operation item queue;
作业任务流程管控模块10,还用于判断所述目标作业项目队列是否属于人工作业项目集合;The operation task process control module 10 is also used to determine whether the target operation project queue belongs to the manual operation project set;
作业任务流程管控模块10,还用于在所述目标作业项目队列属于所述人工作业项目集合时,生成并下发人工作业通知指令;The operation task process control module 10 is further used to generate and issue a manual operation notification instruction when the target operation item queue belongs to the manual operation item set;
作业任务流程管控模块10,还用于判断是否接收到基于所述人工作业通知指令反馈的确认信号;The operation task process control module 10 is also used to determine whether a confirmation signal based on the manual operation notification instruction feedback is received;
任务状态确定模块20,用于在接收到所述确认信号时,更新所述目标作业项目队列的作业项目的状态为执行中;The task status determination module 20 is used to update the status of the operation item in the target operation item queue to being executed when receiving the confirmation signal;
作业任务流程管控模块10,还用于判断所述目标作业项目队列是否属于反馈作业项目集合;The job task process control module 10 is also used to determine whether the target job item queue belongs to the feedback job item set;
作业任务流程管控模块10,还用于在所述目标作业项目队列属于所述反馈作业项目集合时,判断是否接收到人工反馈完成信号;The operation task process control module 10 is further used to determine whether a manual feedback completion signal is received when the target operation item queue belongs to the feedback operation item set;
任务状态确定模块20,还用于在接收到所述人工反馈完成信号时,更新所述目标作业项目队列的作业项目的状态为已完成;The task status determination module 20 is further configured to update the status of the work item in the target work item queue to completed when receiving the manual feedback completion signal;
作业任务流程管控模块10,还用于在所述作业项目的数字标号为所述目标作业项目队列的最大数字标号时,确认所述物流贮运任务完成。The operation task process control module 10 is also used to confirm that the logistics storage and transportation task is completed when the digital label of the operation project is the maximum digital label of the target operation project queue.
本实施例中,以涉及物流贮运的人机协同管控系统包括作业任务流程管控模块和任务状态确定模块为例进行说明。涉及物流贮运的人机协同管控系统用于对需要人工参与的 (物流贮运)作业过程进行协同管控。涉及物流贮运的人机协同管控系统可通过语音或移动终端的显示及时向作业人员发送作业指令并接收人工反馈的执行情况,从而解决了人工参与的作业过程难以及时准确进行整体协同的问题。可以理解的是,涉及物流贮运的人机协同管控系统还可以包括:作业流程管控系统(包括各步骤内所有等待人员调度模型)、人工作业状态采集系统、移动应用系统、语音内容自动生成、反馈识别系统以及语音拨打系统等。In this embodiment, a human-machine collaborative control system involving logistics storage and transportation includes an operation task process control module and a task status determination module. (Logistics storage and transportation) operation process is collaboratively controlled. The human-machine collaborative control system involving logistics storage and transportation can send operation instructions to operators in a timely manner through voice or mobile terminal display and receive manual feedback on the execution status, thereby solving the problem that the operation process involving manual participation is difficult to coordinate as a whole in a timely and accurate manner. It is understandable that the human-machine collaborative control system involving logistics storage and transportation can also include: an operation process control system (including a scheduling model for all waiting personnel in each step), a manual operation status collection system, a mobile application system, automatic voice content generation, a feedback recognition system, and a voice dialing system.
示例性地,参考图5,涉及物流贮运的人机协同管控系统可以包括作业任务流程管控系统、作业任务状态机、多模态人机交互数据集、交互控信息互转模块和多模态交互应用模块。Exemplarily, referring to FIG5 , a human-machine collaborative management and control system involving logistics storage and transportation may include an operation task process management and control system, an operation task state machine, a multimodal human-machine interaction data set, an interactive control information conversion module, and a multimodal interactive application module.
具体地,如图5所示,作业任务流程管控系统:根据作业任务所包含的作业项目及顺序,对作业任务的执行过程和状态进行管控,主要包括实时自动采集系统主要信息和下发作业指令。作业任务状态机:根据系统实时信息,自动判定和实时更新各作业任务的当前状态,自动实时确定当前需要执行的作业项目。多模态人机交互数据集:为人工在执行作业过程中需要交互的信息建立语音、图片、文本等多模式的交互信息支撑数据集,从而有效提高人工反馈信息的识别正确率和交互效率。交互控信息互转模块:可将系统指令转换成图像、语音等作业执行人员方便识别的信息;也可对语音、手势、图片等人工反馈信息进行识别,并将识别结果转化为系统可利用的信息。多模态交互应用模块:通过语音、图形、手势、摄影摄像等多种形式实现作业执行人员、生产管理人员与管控系统的实时交互,主要包括指令下发、反馈信息接受、任务状态查询及下发等应用。Specifically, as shown in FIG5 , the task process control system: controls the execution process and status of the task according to the task items and sequence contained in the task, mainly including real-time automatic collection of system main information and issuing of task instructions. Task state machine: automatically determines and updates the current status of each task in real time according to the real-time information of the system, and automatically determines the task items that need to be executed in real time. Multimodal human-computer interaction data set: establishes a multimodal interactive information support data set such as voice, picture, and text for the information that humans need to interact with during the execution of the task, thereby effectively improving the recognition accuracy and interaction efficiency of human feedback information. Interactive control information conversion module: can convert system instructions into information such as images and voices that are easy for the task executors to recognize; can also recognize human feedback information such as voice, gestures, and pictures, and convert the recognition results into information that can be used by the system. Multimodal interactive application module: realizes real-time interaction between the task executors, production managers, and the control system through voice, graphics, gestures, photography, and video, mainly including the issuance of instructions, the reception of feedback information, and the query and issuance of task status.
本实施例通过在接收到物流贮运任务时,根据物流贮运任务确定目标作业流程;根据作业项目队列确定目标作业流程对应的目标作业项目队列;根据目标作业项目队列的作业项目和作业顺序执行物流贮运任务;判断目标作业项目队列是否属于人工作业项目集合;在目标作业项目队列属于人工作业项目集合时,生成并下发人工作业通知指令;判断是否接收到基于人工作业通知指令反馈的确认信号;在接收到确认信号时,更新目标作业项目队列的作业项目的状态为执行中;判断目标作业项目队列是否属于反馈作业项目集合;在目标作业项目队列属于反馈作业项目集合时,判断是否接收到人工反馈完成信号;在接收到人工反馈完成信号时,更新目标作业项目队列的作业项目的状态为已完成;在作业项目的数字标号为目标作业项目队列的最大数字标号时,确认物流贮运任务完成。本实施例中,智能管控物流贮运任务的整体执行流程,及时向作业人员发送作业指令并接收人工反馈的执行情况,从而对需要人工参与的物流贮运作业过程进行协同管控,解决了现有钢铁行业物流运输过程中人工参与的作业过程难以及时准确进行整体协同的技术问题。 This embodiment determines the target operation process according to the logistics storage and transportation task when a logistics storage and transportation task is received; determines the target operation project queue corresponding to the target operation process according to the operation project queue; executes the logistics storage and transportation task according to the operation items and operation sequence of the target operation project queue; determines whether the target operation project queue belongs to the manual operation project set; generates and issues a manual operation notification instruction when the target operation project queue belongs to the manual operation project set; determines whether a confirmation signal based on the feedback of the manual operation notification instruction is received; when the confirmation signal is received, updates the status of the operation items in the target operation project queue to being executed; determines whether the target operation project queue belongs to the feedback operation project set; when the target operation project queue belongs to the feedback operation project set, determines whether a manual feedback completion signal is received; when the manual feedback completion signal is received, updates the status of the operation items in the target operation project queue to completed; and confirms that the logistics storage and transportation task is completed when the digital label of the operation item is the maximum digital label of the target operation item queue. In this embodiment, the overall execution process of logistics storage and transportation tasks is intelligently controlled, work instructions are sent to operators in a timely manner, and manual feedback on the execution status is received, so as to coordinate the logistics storage and transportation operations that require manual participation, solving the technical problem that the manual participation operations in the existing steel industry logistics and transportation processes are difficult to coordinate in an accurate and timely manner.
另外,未在本涉及物流贮运的人机协同管控系统实施例中详尽描述的技术细节,可参见本发明任意实施例所提供的应用于如上文所述的涉及物流贮运的人机协同管控方法,此处不再赘述。In addition, for technical details that are not described in detail in the embodiment of the human-machine collaborative control system involving logistics storage and transportation, please refer to the human-machine collaborative control method involving logistics storage and transportation as described above provided in any embodiment of the present invention, and will not be repeated here.
应当理解的是,以上仅为举例说明,对本发明的技术方案并不构成任何限定,在具体应用中,本领域的技术人员可以根据需要进行设置,本发明对此不做限制。It should be understood that the above is only an example and does not constitute any limitation on the technical solution of the present invention. In specific applications, technicians in this field can make settings as needed, and the present invention does not limit this.
需要说明的是,以上所描述的工作流程仅仅是示意性的,并不对本发明的保护范围构成限定,在实际应用中,本领域的技术人员可以根据实际的需要选择其中的部分或者全部来实现本实施例方案的目的,此处不做限制。It should be noted that the workflow described above is merely illustrative and does not limit the scope of protection of the present invention. In practical applications, technicians in this field can select part or all of them according to actual needs to achieve the purpose of the present embodiment, and no limitation is made here.
此外,需要说明的是,在本文中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者系统不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者系统所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者系统中还存在另外的相同要素。In addition, it should be noted that, in this article, the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, article or system including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or system. In the absence of further restrictions, an element defined by the sentence "comprises a ..." does not exclude the existence of other identical elements in the process, method, article or system including the element.
上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the above embodiments of the present invention are only for description and do not represent the advantages or disadvantages of the embodiments.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质(如只读存储器(Read Only Memory,ROM)/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是手机,计算机,服务器,或者网络设备等)执行本发明各个实施例所述的方法。Through the description of the above implementation methods, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of software plus a necessary general hardware platform, and of course by hardware, but in many cases the former is a better implementation method. Based on this understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art, can be embodied in the form of a software product. The computer software product is stored in a storage medium (such as a read-only memory (ROM)/RAM, a magnetic disk, or an optical disk), and includes a number of instructions for a terminal device (which can be a mobile phone, a computer, a server, or a network device, etc.) to execute the methods described in the various embodiments of the present invention.
以上仅为本发明的优选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。 The above are only preferred embodiments of the present invention, and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.
Claims (10)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311462809.1A CN117592686A (en) | 2023-11-06 | 2023-11-06 | Man-machine collaborative management and control method, system and equipment related to logistics storage and transportation |
| CN202311462809.1 | 2023-11-06 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2025097771A1 true WO2025097771A1 (en) | 2025-05-15 |
Family
ID=89910670
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/CN2024/099480 Pending WO2025097771A1 (en) | 2023-11-06 | 2024-06-17 | Human-machine collaborative management and control method, system and device involving logistics storage and transportation |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN117592686A (en) |
| WO (1) | WO2025097771A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN119990674A (en) * | 2025-02-24 | 2025-05-13 | 重庆大学 | Intelligent construction project intelligence level evaluation method based on human-intelligence synergy triad theory |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117592686A (en) * | 2023-11-06 | 2024-02-23 | 中冶南方工程技术有限公司 | Man-machine collaborative management and control method, system and equipment related to logistics storage and transportation |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007094981A (en) * | 2005-09-30 | 2007-04-12 | Konica Minolta Holdings Inc | Efficient management method for production process comprising plurality of production processes including manual work |
| CN113467406A (en) * | 2021-09-06 | 2021-10-01 | 季华实验室 | Human-computer cooperative assembly system and method based on BPMN workflow |
| CN115535507A (en) * | 2022-10-17 | 2022-12-30 | 珠海格力智能装备有限公司 | Automatic loading and unloading vehicle control method and device, storage medium and electronic equipment |
| CN116362681A (en) * | 2023-03-22 | 2023-06-30 | 吉林亿联银行股份有限公司 | Job batch execution method and device, storage medium and electronic equipment |
| CN117333002A (en) * | 2023-09-27 | 2024-01-02 | 中国电信股份有限公司技术创新中心 | Business process processing system, method and electronic equipment |
| CN117592686A (en) * | 2023-11-06 | 2024-02-23 | 中冶南方工程技术有限公司 | Man-machine collaborative management and control method, system and equipment related to logistics storage and transportation |
-
2023
- 2023-11-06 CN CN202311462809.1A patent/CN117592686A/en active Pending
-
2024
- 2024-06-17 WO PCT/CN2024/099480 patent/WO2025097771A1/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007094981A (en) * | 2005-09-30 | 2007-04-12 | Konica Minolta Holdings Inc | Efficient management method for production process comprising plurality of production processes including manual work |
| CN113467406A (en) * | 2021-09-06 | 2021-10-01 | 季华实验室 | Human-computer cooperative assembly system and method based on BPMN workflow |
| CN115535507A (en) * | 2022-10-17 | 2022-12-30 | 珠海格力智能装备有限公司 | Automatic loading and unloading vehicle control method and device, storage medium and electronic equipment |
| CN116362681A (en) * | 2023-03-22 | 2023-06-30 | 吉林亿联银行股份有限公司 | Job batch execution method and device, storage medium and electronic equipment |
| CN117333002A (en) * | 2023-09-27 | 2024-01-02 | 中国电信股份有限公司技术创新中心 | Business process processing system, method and electronic equipment |
| CN117592686A (en) * | 2023-11-06 | 2024-02-23 | 中冶南方工程技术有限公司 | Man-machine collaborative management and control method, system and equipment related to logistics storage and transportation |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN119990674A (en) * | 2025-02-24 | 2025-05-13 | 重庆大学 | Intelligent construction project intelligence level evaluation method based on human-intelligence synergy triad theory |
| CN119990674B (en) * | 2025-02-24 | 2025-10-10 | 重庆大学 | Intelligent level evaluation method for intelligent construction project based on human-intelligent cooperative ternary theory |
Also Published As
| Publication number | Publication date |
|---|---|
| CN117592686A (en) | 2024-02-23 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| WO2025097771A1 (en) | Human-machine collaborative management and control method, system and device involving logistics storage and transportation | |
| KR102756504B1 (en) | Electronic device for providing information to courier and control method thereof | |
| US20200111041A1 (en) | System and method for generating and managing workflows | |
| EP2755096A1 (en) | Work management system, work management terminal, program and work management method | |
| JP6682638B2 (en) | Information input method, information input device, and information input system | |
| US8126924B1 (en) | Method of representing and processing complex branching logic for mobile applications | |
| CN107341646A (en) | Configuration software coordination management system and method | |
| CN113052529A (en) | Plane library management method and device, storage medium and electronic equipment | |
| CN112631751A (en) | Task scheduling method and device, computer equipment and storage medium | |
| CN117808265A (en) | Dynamic display reminding method, device, equipment and medium for enterprise project production information | |
| CN114662888A (en) | Job management method, job management apparatus, electronic device, and storage medium | |
| CN111598280B (en) | Method and device for repairing equipment | |
| JP2010061569A (en) | Failure handling management server and failure handling management program | |
| US20160217421A1 (en) | Remote management techniques | |
| WO2022247925A1 (en) | Intelligent warehousing outbound control method and apparatus, electronic device, and storage medium | |
| CN113256253A (en) | Data processing method, device, equipment, computer readable storage medium and product | |
| JP2025119976A (en) | Production system, reader device, communication method and program | |
| JP7121215B1 (en) | CONSTRUCTION WORK MANAGEMENT SYSTEM, CONSTRUCTION WORK MANAGEMENT METHOD AND PROGRAM | |
| JP7129584B1 (en) | CONSTRUCTION WORK MANAGEMENT SYSTEM, CONSTRUCTION WORK MANAGEMENT METHOD AND PROGRAM | |
| CN114510035A (en) | Robot remote surveying method, device and storage medium | |
| JP2022142997A (en) | Information processing device, work progress management method and program | |
| US20250245610A1 (en) | Information provision apparatus, information provision system, and information provision method | |
| US20190392391A1 (en) | Role-based task and decision recommendation generation for reverse engineering | |
| KR102749569B1 (en) | A systems for providing integrated digital waste management services | |
| US20050114147A1 (en) | System and method for creating business process models by multi-modal conversation |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| 121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 24887395 Country of ref document: EP Kind code of ref document: A1 |