Intelligent approval system for power grid data

Abstract

The invention relates to the technical field of power grid data, in particular to an intelligent power grid data approval system which comprises power grid equipment, a data acquisition module, an error verification compensation module, a data processing module and an intelligent approval module. The error verification compensation module comprises a parameter forgery module, a data set selection module, a data comparison module, an error recording module and an error compensation module, and the parameter forgery module can set a false parameter according to data transmitted by the data set selection module for the data acquisition module to perform acquisition work; compared with an existing intelligent power grid data approval system based on a mobile terminal, the intelligent power grid data approval system can detect the equipment of the data acquisition terminal, and when the equipment of the data acquisition terminal goes wrong, the problem can be found in time, so that the influence of wrong data on the work of the system is avoided; and meanwhile, if the data deviation of the acquisition end has a certain rule, automatic compensation can be carried out, so that short-time work of the system is ensured, and time is reserved for maintenance of workers.

Description

Technical Field

[0001] The present invention relates to the technical field of power grid data, and in particular to an intelligent approval system for power grid data. Background Art

[0002] The power grid data intelligent approval system aims to improve the efficiency and accuracy of power grid data approval and realize the automation and intelligence of the approval process. The system provides power grid companies with efficient and reliable data approval solutions by integrating functions such as data collection, data analysis, rule engine and approval process management.

[0003] The existing intelligent approval system directly collects and uses data through the data acquisition module during the working process. However, long-term use can easily lead to errors or damage to the equipment used in the data acquisition module, such as sensors. If the data is directly imported into the system, it will cause the system to make wrong judgments. Summary of the invention

[0004] The purpose of the present invention is to provide an intelligent approval system for power grid data to solve the problems raised in the above background technology.

[0005] To achieve the above purpose, the present invention provides the following technical solutions: including power grid equipment, data acquisition module, error verification and compensation module, data processing module, intelligent approval module, problem annotation module, manual approval module, message notification module, feedback module, data storage module, data management module, characterized in that: the error verification and compensation module includes a parameter forging module, a data group selection module, a data comparison module, an error recording module and an error compensation module, and the parameter forging module can set a false parameter according to the data transmitted by the data group selection module for the data acquisition module to perform collection work; The data group selection module will store multiple groups of data for the data acquisition module, including data of the control parameter forgery module and data detected when the corresponding data acquisition module is in a correct working state; The data comparison module can extract the result data in the data group selection module, so as to compare the result detected by the data acquisition module with the accurate data and detect whether the data acquisition module is in a normal working state; The error recording module records multiple comparison results of the data comparison module, so as to find the error pattern between these data; The error compensation module can compensate the data collected by the data acquisition module according to the error law detected by the error recording module, so that the data acquisition module can be barely used, so that the system can also work normally during the maintenance period of the staff.

[0006] Preferably, the data acquisition module is capable of collecting data on power grid equipment, and collecting power grid data through mobile terminal applications, including equipment parameters, operating status, on-site photos, etc.

[0007] Preferably, the data processing module can process the data so that information such as the format of the data better meets system requirements, thereby facilitating data identification and processing by the system.

[0008] Preferably, the data processing module includes a data cleaning module, a data conversion module and an integrity verification module. The data cleaning module can clean the data imported by the error verification and compensation module, thereby cleaning out interference sources and cluttered signals in the data, ensuring the cleanliness of the data and facilitating the system to organize the data; The data conversion module can convert the cleaned data, thereby converting the data into a format that is easy for the system to recognize and process, thereby facilitating the operation of the system; The integrity verification module can verify the data, thereby ensuring the integrity of the transmitted data and avoiding data loss that affects the working effect of the system.

[0009] Preferably, the intelligent approval module can process the data for approval based on the transmitted data according to an intelligent approval algorithm.

[0010] Preferably, the question annotation module will annotate the results and approval steps of the intelligent approval module to facilitate understanding during manual approval.

[0011] Preferably, the manual approval module can display the results of intelligent approval, etc., to facilitate staff to conduct secondary manual approval and increase the accuracy of approval.

[0012] Preferably, the message notification module can transmit the approval results to the mobile terminal, so that the staff at the mobile terminal can view them.

[0013] Preferably, the feedback module can facilitate the mobile terminal to provide feedback on the approval results, thereby facilitating changes according to specific circumstances during manual approval.

[0014] Preferably, the data storage module can store the structure of manual approval and the feedback from the mobile terminal to facilitate subsequent data extraction; The data management module can organize the contents inside the data storage module, making the contents inside the data storage module easier to find and use.

[0015] Compared with the prior art, the present invention has the following beneficial effects: 1. The system forges the detection parameters of the data control parameter forging module inside the data group selection module to verify the data acquisition module, so that it can promptly detect when the data acquisition module is damaged and notify the staff to handle it, thereby ensuring the data accuracy when the system is working and facilitating the system to carry out correct approval work. 2. The system can store the comparison results of the data comparison module through the error recording module, so as to obtain the error of the data acquisition module based on multiple calculations. If the error of the data acquisition module has a certain regularity, the error compensation module can use the regularity to compensate for the error, so that the data acquisition module can continue to be used and the system can be guaranteed to work, which will not directly lead to system paralysis and inability to work.

[0016] 3. The system's intelligent approval module and manual approval module perform dual approval, which can increase the accuracy of approval and reduce the workload of staff approval. At the same time, the feedback module can provide feedback, so that manual approval can be better analyzed based on actual conditions. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 It is the overall system flow chart of the present invention; Figure 2 This is a flow chart of the error verification compensation module of the present invention; Figure 3 This is a flow chart of the data processing module of the present invention.

[0018] In the figure: 1. Power grid equipment; 2. Data acquisition module; 3. Error verification and compensation module; 301. Parameter forging module; 302. Data group selection module; 303. Data comparison module; 304. Error recording module; 305. Error compensation module; 4. Data processing module; 401. Data cleaning module; 402. Data conversion module; 403. Integrity verification module; 5. Intelligent approval module; 6. Problem annotation module; 7. Manual approval module; 8. Message notification module; 9. Feedback module; 10. Data storage module; 11. Data management module. DETAILED DESCRIPTION

[0019] 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.

[0020] See also Figure 3The present invention provides a technical solution: including power grid equipment 1, data acquisition module 2, error verification and compensation module 3, data processing module 4, intelligent approval module 5, problem annotation module 6, manual approval module 7, message notification module 8, feedback module 9, data storage module 10, data management module 11, characterized in that: the error verification and compensation module 3 includes a parameter forging module 301, a data group selection module 302, a data comparison module 303, an error recording module 304 and an error compensation module 305, and the input end of the parameter forging module 301 is connected to a data The data group selection module 302, the input and output ends of the data group selection module 302 are connected to the data comparison module 303, and the data comparison module 303 and the parameter forging module 301 are connected in parallel, the output end of the data comparison module 303 is connected to the error recording module 304, and the error recording module 304 is connected in parallel with the data group selection module 302, the output end of the error recording module 304 is connected to the error compensation module 305, and the parameter forging module 301 can set a false parameter according to the data transmitted by the data group selection module 302 for the data acquisition module 2 to perform acquisition work; The data group selection module 302 will store multiple groups of data for the data acquisition module 2, including the data of the control parameter forgery module 301 and the data detected when the corresponding data acquisition module 2 is in a correct working state; The data comparison module 303 can extract the result data in the data group selection module 302, so as to compare the result detected by the data acquisition module 2 with the accurate data and detect whether the data acquisition module 2 is in a normal working state; The error recording module 304 records the multiple comparison results of the data comparison module 303, so as to find the error pattern between these data; The error compensation module 305 can compensate the data collected by the data acquisition module 2 according to the error law detected by the error recording module 304, so that the data acquisition module 2 can be barely used, so that the system can also work normally during the maintenance period of the staff; By forging the detection parameters through the data control parameter forging module 301 inside the data group selection module 302, the data acquisition module 2 is verified, so that when the data acquisition module 2 is damaged, it can be discovered in time and the staff can be notified to handle it, thereby ensuring the data accuracy when the system is working, which can facilitate the system to carry out correct approval work. The error recording module 304 can store the comparison results of the data comparison module 303, so as to obtain the error of the data acquisition module 2 based on multiple calculations. If the error of the data acquisition module 2 has a certain regularity, the error compensation module 305 can use the regularity to compensate for the error, so that the data acquisition module 2 can continue to be used to ensure the operation of the system, which will not directly cause the system to be paralyzed and unable to work.

[0021] like Figure 1 As shown, the output end of the power grid device 1 is connected to a data acquisition module 2, which can collect data of the power grid device 1 and collect power grid data through a mobile terminal application, including equipment parameters, operating status, on-site photos, etc.; The input and output of the data acquisition module 2 are connected to the error verification and compensation module 3, and the power grid equipment 1 and the error verification and compensation module 3 are connected in parallel. The output end of the error verification and compensation module 3 is connected to the data processing module 4, and the data processing module 4 and the data acquisition module 2 are connected in parallel. The data processing module 4 can process the data so that the format and other information of the data are more in line with the system requirements, which is convenient for the system to identify and process the data.

[0022] like Figure 3 As shown, the data processing module 4 includes a data cleaning module 401, a data conversion module 402 and an integrity verification module 403, and the output end of the data cleaning module 401 is connected to the data conversion module 402, and the output end of the data conversion module 402 is connected to the integrity verification module 403. The data cleaning module 401 can clean the data imported by the error verification and compensation module 3, thereby cleaning the interference source and the cluttered signal in the data, ensuring the cleanliness of the data, and facilitating the system to organize the data; The data conversion module 402 can convert the cleaned data, thereby converting the data into a format that is easy for the system to recognize and process, thereby facilitating the operation of the system; The integrity verification module 403 can verify the data, thereby ensuring the integrity of the transmitted data and avoiding data loss that affects the working effect of the system.

[0023] like Figure 1 As shown, the output end of the data processing module 4 is connected to the intelligent approval module 5, and the intelligent approval module 5 can approve the data according to the intelligent approval algorithm based on the transmitted data; The output end of the intelligent approval module 5 is connected to the problem annotation module 6, which will annotate the results and approval steps of the intelligent approval module 5 to facilitate understanding during manual approval; The output end of the question annotation module 6 is connected to the manual approval module 7, and the manual approval module 7 can display the results of intelligent approval, etc., so as to facilitate the staff to conduct secondary manual approval and increase the accuracy of approval; The output end of the manual approval module 7 is connected to a message notification module 8, which can transmit the approval result to the mobile terminal for the convenience of the staff at the mobile terminal to view; The input end of the manual approval module 7 is connected to the feedback module 9, and the feedback module 9 is connected in parallel with the question annotation module 6. The feedback module 9 can facilitate the mobile terminal to provide feedback on the approval result, so as to facilitate changes in manual approval according to specific circumstances; The intelligent approval module 5 and the manual approval module 7 perform dual approval, which can increase the accuracy of approval and reduce the workload of staff members. At the same time, the feedback module 9 can provide feedback, so that manual approval can be better analyzed based on actual conditions.

[0024] The output end of the manual approval module 7 is connected to a data storage module 10, and the data storage module 10 is connected in parallel with the message notification module 8. The output end of the data storage module 10 is connected to a data management module 11. The data storage module 10 can store the structure of manual approval and the feedback from the mobile terminal to facilitate subsequent data extraction; The data management module 11 can organize the contents inside the data storage module 10 so that the contents inside the data storage module 10 are easier to find and use.

[0025] Working principle: First, according to the normal working conditions of the sensors used by the data acquisition module 2, multiple sets of data are set. These data are the correct data that can be collected when the data acquisition module 2 works normally. Then, these multiple sets of data are imported into the data group selection module 302 for storage. Every time the system works for a period of time, the data group selection module 302 will select a set of data from the data group, and then according to the detection end conditions recorded in this set of data, the parameter forging module 301 is used to simulate the detection environment of the data acquisition module 2, so that the data acquisition module 2 can detect the known data conditions. At this time, the data acquisition The data detected by module 2 will be transmitted to the data comparison module 303. At the same time, the data group selection module 302 will also transmit the data input into the parameter forging module 301 to the data comparison module 303. In this way, the data detected by the data acquisition module 2 can be compared with the standard data through the data comparison module 303, so as to judge whether the data acquisition module 2 is working normally, avoid damage to the data acquisition module 2, resulting in erroneous data detected by the data acquisition module 2, and affect the subsequent judgment of the system. If the comparison result of the data comparison module 303 is that the data detected by the data acquisition module 2 is consistent with the standard data, it means that the data acquisition module 2 is working normally.

[0026] If the result of the comparison by the data comparison module 303 is that the data detected by the data acquisition module 2 is inconsistent with the standard data, the data comparison module 303 will transmit the error generated by the comparison to the error recording module 304 for recording. At the same time, the data comparison module 303 will feed back to the data group selection module 302, so that the data group selection module 302 randomly selects multiple groups of data and repeats the above detection process of the data acquisition module 2. In this way, the error data generated by the multiple groups of data will be stored in the error recording module 304, and then the error recording module 304 will analyze the error situation based on the detection results of these multiple groups of data. If the error is an irregular change, the system will directly alarm and stop the work of the data acquisition module 2, so that the staff can quickly repair this place.

[0027] If the error recording module 304 analyzes multiple sets of data and finds that the errors change in a regular pattern, or the errors have a certain regularity, the error recording module 304 will issue an alarm and will not stop the data acquisition module 2 from working. During the period when maintenance is not completed, the data detected by the data acquisition module 2 will be supplemented by the error compensation module 305 according to the error regularity, and a relatively accurate data will be calculated and transmitted to the data processing module 4.

[0028] The data cleaning module 401 can clean the transmitted data, thereby cleaning out interference signals or cluttered signals in the data, which is convenient for subsequent use of the system. The cleaned data is converted by the data conversion module 402, and the data is converted into a format that is easily recognizable by the system, which is convenient for subsequent work of the system. The integrity verification module 403 is used to detect the integrity of the data to ensure that each item of the transmitted data exists to avoid data leakage that affects the recognition effect of the system. If leakage is found, the integrity verification module 403 will alarm, allowing the staff to submit the data on the mobile terminal, thereby facilitating the work of the approval terminal.

[0029] After the data is processed, the data processing module 4 will transmit it to the intelligent approval module 5, which will first be approved through the approval algorithm. After the intelligent approval module 5 completes the initial approval, the problem annotation module 6 will annotate the approval situation of the intelligent approval module 5, and then the data will be transmitted to the manual approval module 7 for manual approval. The problem annotation module 6 will annotate the approval situation of the intelligent approval module 5, so that the working situation of the intelligent approval module 5 can be easily understood during manual approval, which is convenient for the staff to use the manual approval module 7 for secondary approval. This can increase the accuracy of approval while reducing the workload of the staff.

[0030] After the manual approval module 7 is working, it will transmit the data to the message notification module 8, and transmit the approval status to the mobile terminal through the message notification module 8, so that the staff of the mobile terminal can know the approval status. At the same time, the staff of the mobile terminal can provide feedback through the feedback module 9, and feedback the parts they disagree with to the manual approval module 7, so that the staff of the approval terminal can understand the feedback.

[0031] After the approval is completed, the manual approval module 7 will not only transmit the data to the message notification module 8, but also transmit it to the data storage module 10 for storage, and the data in the data storage module 10 will be sorted regularly through the data management module 11, so that the data in the data storage module 10 can be more tidy and convenient for subsequent retrieval and use. The situation of the feedback module 9 will be transmitted to the manual approval module 7 for reference by the staff at the approval end, and the feedback issues will also be stored in the data storage module 10 for record.

[0032] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. An intelligent approval system for power grid data, comprising power grid equipment (1), a data acquisition module (2), an error verification and compensation module (3), a data processing module (4), an intelligent approval module (5), a problem annotation module (6), a manual approval module (7), a message notification module (8), a feedback module (9), a data storage module (10), and a data management module (11), characterized in that: The error verification and compensation module (3) comprises a parameter forging module (301), a data group selection module (302), a data comparison module (303), an error recording module (304) and an error compensation module (305); the parameter forging module (301) is capable of setting a false parameter for the data collection module (2) to perform collection work according to the data transmitted by the data group selection module (302); The data group selection module (302) stores multiple groups of data for the data acquisition module (2), the data including the data of the control parameter forgery module (301) and the data detected when the corresponding data acquisition module (2) is in a correct working state; The data comparison module (303) can extract the result data in the data group selection module (302), so as to compare the result detected by the data acquisition module (2) with the accurate data, and detect whether the data acquisition module (2) is in a normal working state; The error recording module (304) records multiple comparison results of the data comparison module (303), so as to find the error pattern between these data; The error compensation module (305) can compensate the data collected by the data acquisition module (2) according to the error law detected by the error recording module (304), so that the data acquisition module (2) can be used barely, thereby allowing the system to work normally during the maintenance period of the staff.

2. The intelligent approval system for power grid data according to claim 1 is characterized by: The data acquisition module (2) is capable of acquiring data of the power grid equipment (1), and acquires power grid data through a mobile terminal application, including equipment parameters, operating status, on-site photos, etc.

3. The intelligent approval system for power grid data according to claim 1 is characterized by: The data processing module (4) can process the data so that the format and other information of the data are more in line with the system requirements, thus facilitating the system to identify and process the data.

4. The intelligent approval system for power grid data according to claim 1 is characterized by: The data processing module (4) comprises a data cleaning module (401), a data conversion module (402) and an integrity verification module (403). The data cleaning module (401) can clean the data imported by the error verification compensation module (3), thereby cleaning out interference sources and cluttered signals in the data, ensuring the cleanliness of the data and facilitating the system to organize the data; The data conversion module (402) can convert the cleaned data, thereby converting the data into a format that is easy for the system to recognize and process, thereby facilitating the operation of the system; The integrity verification module (403) can verify the data, thereby ensuring the integrity of the transmitted data and avoiding data loss that affects the working effect of the system.

5. The intelligent approval system for power grid data according to claim 1 is characterized by: The intelligent approval module (5) can process the data for approval according to the transmitted data and the intelligent approval algorithm.

6. The intelligent approval system for power grid data according to claim 1 is characterized by: The question annotation module (6) will annotate the results and approval steps of the intelligent approval module (5) to facilitate understanding during manual approval.

7. The intelligent approval system for power grid data according to claim 1 is characterized by: The manual approval module (7) can display the results of intelligent approval, etc., to facilitate staff to conduct secondary manual approval and increase the accuracy of approval.

8. The intelligent approval system for power grid data according to claim 1, characterized in that: The message notification module (8) can transmit the approval results to the mobile terminal, so that the staff at the mobile terminal can view them.

9. The intelligent approval system for power grid data according to claim 1, characterized in that: The feedback module (9) can facilitate the mobile terminal to provide feedback on the approval results, thereby facilitating changes in manual approval according to specific circumstances.

10. The intelligent approval system for power grid data according to claim 1, characterized in that: The data storage module (10) is capable of storing the structure of manual approval and the feedback from the mobile terminal, so as to facilitate subsequent data extraction; The data management module (11) can organize the contents inside the data storage module (10), making the contents inside the data storage module (10) easier to search and use.

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