Comprehensive evaluation system for health state of substation automation equipment
By constructing a multi-dimensional evaluation index system and data processing module, the health status of substation automation equipment is comprehensively assessed, solving the problem of difficulty in comprehensive assessment and real-time early warning in existing technologies, and realizing real-time and precise operation and maintenance strategy assistance for equipment.
Patent Information
- Application Number
- CN202511270026.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-09-05
- Publication Date
- 2026-01-16
AI Technical Summary
Existing methods for monitoring and assessing the health of substation automation equipment are insufficient to comprehensively evaluate the overall health level of the equipment and cannot provide real-time early warnings, making it easy to miss potential faults.
An evaluation index system for substation automation equipment is constructed, including multi-dimensional monitoring parameters such as basic information, operating status, operating risks, and operation and maintenance support. The health score of the equipment is determined through data processing and calculation modules to achieve comprehensive evaluation and real-time early warning.
It enables comprehensive health status assessment of substation automation equipment, assists in the formulation of real-time and accurate operation and maintenance strategies, and improves the safety and reliability of the equipment.
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Figure CN121352191A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the technical field of equipment evaluation, in particular to a substation automation equipment health state comprehensive evaluation system, method and electronic equipment. BACKGROUND
[0002] With the rapid development of power system automation technology, as an important link of power transmission and distribution, the automation degree of substations is continuously improved. Substation automation equipment (such as relay protection devices, automatic switch equipment, monitoring systems, etc.) plays an important role in ensuring the safe and stable operation of the power system. However, due to the complex operating environment of substation equipment, the equipment is in a high-voltage and heavy-load working state for a long time, and the health status of these automation equipment directly affects the safety and reliability of the power system.
[0003] At present, the health monitoring and evaluation of substation automation equipment mainly relies on traditional equipment state monitoring methods. For example, the existing system mostly adopts real-time monitoring method of single physical quantity (such as temperature, current, voltage, etc.). Although the abnormal state of the equipment can be detected, most of these monitoring methods can only reflect the local health status of the equipment, and it is difficult to comprehensively evaluate the overall health level of the equipment. Moreover, the health evaluation of many substation equipment relies on manual inspection and regular maintenance. Although this method can find some obvious fault problems, due to the time interval of inspection and the limitation of manual judgment, potential equipment failure problems are easily missed, and real-time monitoring and prediction cannot be achieved. In summary, the existing health monitoring and evaluation method of substation automation equipment has certain limitations, and cannot effectively solve the problems of comprehensive evaluation and real-time warning of equipment state.
[0004] Therefore, an intelligent system integrating multi-dimensional monitoring parameters is urgently needed, which can comprehensively evaluate the health status of the equipment, and then assist in formulating real-time and accurate operation and maintenance strategies for substation automation equipment. SUMMARY
[0005] The embodiments of the present application provide a substation automation equipment health state comprehensive evaluation system, method and electronic equipment, which can comprehensively evaluate the health status of the equipment, and then assist in formulating real-time and accurate operation and maintenance strategies for substation automation equipment.
[0006] To achieve the above-mentioned purpose, the technical scheme adopted by the present application is as follows:
[0007] In a first aspect, the present application provides a substation automation equipment health state comprehensive evaluation system, which comprises:
[0008] The evaluation index system construction module is configured to construct an evaluation index system of the substation automation equipment, the evaluation index system including a plurality of first-level indexes and second-level indexes corresponding to the plurality of first-level indexes respectively, wherein the plurality of first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index, and an operation and maintenance support evaluation index;
[0009] The acquisition module is configured to acquire and integrate second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index.
[0010] The data processing module is configured to analyze and process the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index, and determine a state value corresponding to each second-level index.
[0011] The calculation module is configured to determine a score corresponding to each first-level index based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, and determine a health degree score of the substation automation equipment based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index.
[0012] The determination module is configured to determine a health state of the substation automation equipment based on the health degree score of the substation automation equipment.
[0013] In a second aspect, the present application provides a method for comprehensively evaluating a health state of substation automation equipment, the method comprising:
[0014] The evaluation index system of the substation automation equipment is constructed, the evaluation index system including a plurality of first-level indexes and second-level indexes corresponding to the plurality of first-level indexes respectively, wherein the plurality of first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index, and an operation and maintenance support evaluation index.
[0015] Second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index are acquired and integrated.
[0016] The second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index are analyzed and processed to determine a state value corresponding to each second-level index.
[0017] A score corresponding to each first-level index is determined based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, and a health degree score of the substation automation equipment is determined based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index.
[0018] determine the health state of the substation automation equipment based on the health degree score of the substation automation equipment.
[0019] In a third aspect, the present application provides an electronic device, which comprises the substation automation equipment health state comprehensive evaluation system according to any one of the first aspect.
[0020] In the embodiments of the present application, an evaluation index system of the substation automation equipment is constructed, which comprises primary indexes and secondary indexes, and related data is acquired and analyzed and processed, and then based on the preset weights of each primary index and each secondary index respectively corresponding, the health degree score of the substation automation equipment is determined, and then the health state of the substation automation equipment is determined. Based on this, the health state of the substation automation equipment can be comprehensively evaluated, and then real-time and accurate operation and maintenance strategies of the substation automation equipment are assisted to be formulated subsequently.
[0021] Other features and advantages of the present application will be described in detail in the subsequent specific embodiments part. BRIEF DESCRIPTION OF DRAWINGS
[0022] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed in the embodiment description will be briefly introduced. Obviously, the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative labor on the basis of these drawings.
[0023] Figure 1 The structural schematic diagram of the substation automation equipment health state comprehensive evaluation system provided by the embodiments of the present application is shown in the figure.
[0024] Figure 2 The flowchart of the substation automation equipment health state comprehensive evaluation method provided by the embodiments of the present application is shown in the figure.
[0025] Figure 3 The structural schematic diagram of the electronic device provided by the embodiments of the present application is shown in the figure. DETAILED DESCRIPTION
[0026] The technical solutions in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all the embodiments of the present application. Based on the embodiments in the present application, all the other embodiments obtained by a person of ordinary skill in the art without creative work are within the scope of protection of the present application. Meanwhile, in the description of the embodiments of the present application, the terms "first", "second", and the like are only used for distinguishing description, and cannot be understood as indicating or implying relative importance. Therefore, the features with "first" and "second" can be explicitly or implicitly included one or more features. In the description of the embodiments of the present application, the meaning of "multiple" is two or more than two, unless otherwise specifically limited.
[0027] Figure 1 A structure diagram of a substation automation equipment health state comprehensive evaluation system provided by the embodiments of the present application is shown.
[0028] The substation automation equipment health state comprehensive evaluation system 100 specifically includes an evaluation index system construction module 101, an acquisition module 102, a data processing module 103, a calculation module 104, and a determination module 105, and is specifically as follows.
[0029] The evaluation index system construction module 101 is configured to construct an evaluation index system of the substation automation equipment, and the evaluation index system includes multiple first-level indexes and second-level indexes corresponding to the multiple first-level indexes respectively, wherein the multiple first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index, and an operation and maintenance support evaluation index.
[0030] The acquisition module 102 is configured to acquire and integrate the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index.
[0031] The data processing module 103 is configured to analyze and process the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index, and the operation and maintenance support evaluation index, and determine a state value corresponding to each second-level index.
[0032] The calculation module 104 is configured to determine a score corresponding to each first-level index based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, and determine a health degree score of the substation automation equipment based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index.
[0033] The determination module 105 is configured to determine a health state of the substation automation equipment based on the health degree score of the substation automation equipment.
[0034] It should be noted that the above substation automation equipment can be any one of a monitoring host, a data communication gateway, a measurement and control device, an industrial Ethernet switch, a PMU device, a broadband measurement device, a time synchronization device, an inverter power supply, an AVC substation, an electric energy acquisition terminal, and a dispatching data network access device, which are not specifically limited here.
[0035] In this embodiment, the secondary indexes corresponding to the basic information evaluation indexes are account information, model information, and configuration information.
[0036] The secondary indexes corresponding to the operation state evaluation indexes are self-checking alarm information, self-checking measurement information, remote control operation information, and operation parameter information.
[0037] The secondary indexes corresponding to the operation risk evaluation indexes are operation life information and defect information.
[0038] The secondary indexes corresponding to the operation and maintenance support evaluation indexes are version management and control information, operation and maintenance information, and technical service information.
[0039] In this embodiment, the acquisition module 102 includes a data integration unit and a data management unit.
[0040] The data integration unit is configured to automatically synchronize the secondary index data corresponding to the basic information evaluation indexes, the operation state evaluation indexes, the operation risk evaluation indexes, and the operation and maintenance support evaluation indexes of the substation automation equipment from a multi-source system, wherein the multi-source system is a system related to the data of the substation automation equipment.
[0041] The data management unit is configured to integrate and process the secondary index data corresponding to the basic information evaluation indexes, the operation state evaluation indexes, the operation risk evaluation indexes, and the operation and maintenance support evaluation indexes to form a standard specification data table.
[0042] In this embodiment, the data processing module 103 includes a device basic information evaluation unit, an operation state evaluation unit, an operation risk evaluation unit, and an operation and maintenance support evaluation unit.
[0043] The device basic information evaluation unit is configured to monitor the data of the account information, the model information, and the configuration information in real time, and then analyze the account accuracy, the model compliance, and the configuration rationality to determine the state quantity of the account information, the model information, and the configuration information.
[0044] The operation state evaluation unit is configured to monitor the data of the self-checking alarm information, the self-checking measurement information, the remote control operation information, and the operation parameter information in real time, and then analyze the self-checking alarm frequency, the value out-of-limit frequency, the remote control operation success rate, and the operation parameter accuracy to determine the state quantity of the self-checking alarm information, the self-checking measurement information, the remote control operation information, and the operation parameter information.
[0045] The operation risk evaluation unit is configured to monitor data of the operation life information and the defect information in real time, to calculate an operation life coefficient of the substation automation equipment, and to analyze family defects and non-family defects existing in the substation automation equipment, so as to determine state values of the operation life information and the defect information.
[0046] The operation and maintenance support evaluation unit is configured to monitor data of the version management information, the operation and maintenance information, and the technical service information in real time, to analyze whether the software version and the over-inspection version of the substation automation equipment are consistent, and to analyze the compliance of the operation and maintenance information and the rationality of the technical service information, so as to determine state values of the version management information, the operation and maintenance information, and the technical service information.
[0047] Specifically, for the equipment basic information evaluation unit, it can be understood that an initial state value (for example, 25 points) of the account information is set in advance, the account information is monitored in real time, the accuracy and completeness of the account information are determined, and if the account information is incorrect or incomplete, one point is deducted for each item, and then the state value corresponding to the account information is determined; an initial state value (for example, 15 points) of the model information is set in advance, the model information is monitored in real time, the Schema syntax, consistency, repeated definition, and standardization of the model information are checked, and if there is a problem in the Schema syntax, consistency, repeated definition, or standardization, points are deducted respectively, and then the state value corresponding to the model information is determined; an initial state value (for example, 60 points) of the configuration information is set in advance, the configuration information is monitored in real time, and if the configuration of the operating system, the database, the application software function, or the hardware module does not meet the current equipment operation requirement, points are deducted for each item found, and then the state value of the configuration information is determined.
[0048] In addition, it should be noted that the account information specifically refers to equipment basic account and asset information, including physical ID, asset number, manufacturer, equipment name, equipment model, software version, detection agency, and report number information; the model information includes substation SCD, ICD, CID, SPCD, SPD, CCD, RCD, and other model file version numbers, model contents, and verification results; and the configuration information includes operating system, application software function, hardware module, database, and other information, which slightly differs according to different substation automation equipment, and will not be described in detail here.
[0049] Specifically, for the above running state evaluation unit, the initial state value of the self-checking alarm information (for example, 35 points) can be understood as being set in advance, the self-checking alarm information is monitored in real time, the frequency of device alarms in the preset evaluation period is judged, the preset points are deducted for single alarm, and the points are multiplied or accumulated for multiple alarms, and then the state value corresponding to the self-checking alarm information is determined; the initial state value of the self-checking measurement information (for example, 25 points) is set in advance, the self-checking measurement information is monitored in real time, the frequency of value limit is judged in the preset evaluation period, the preset points are deducted for single value limit, and the points are multiplied or accumulated for multiple value limits, and then the state value corresponding to the self-checking measurement information is determined; the initial state value of the remote control operation information (for example, 25 points) is set in advance, the remote control operation information is monitored in real time, the success rate of remote control operation in the preset evaluation period is judged, the preset points are deducted for single remote measurement failure, and the points are multiplied or accumulated for multiple remote measurement failures, and then the state value corresponding to the remote control operation information is determined; the initial state value of the running parameter information (for example, 15 points) is set in advance, the running parameter information is monitored in real time, the accuracy and integrity of the running parameter information are judged, and 1 point is deducted for each incorrect or incomplete running parameter information, and then the state value corresponding to the running parameter information is determined.
[0050] Specifically, the above running risk evaluation unit can be understood as follows: the initial state value of the running life information (for example, 35 points) is set in advance, then the actual running life B of the substation automation equipment is determined based on the real-time monitored running life information; based on the known recommended running life A of the substation automation equipment and the actual running life B of the substation automation equipment, the running life coefficient C of the substation automation equipment is calculated through the equipment running life calculation formula, and then the running life coefficient C and the initial state value of the running life information are multiplied to determine the state value corresponding to the running life information, wherein the equipment running life calculation formula is:
[0051] The above running risk evaluation unit also sets the initial state value of the defect information (for example, 65 points) in advance, then inputs the real-time monitored defect information into the defect recognition model, and the defect recognition model recognizes the defect type, wherein the defect type includes familial defects and non-familial defects, and the defect recognition model is optimized by historical defect data in advance. Then, the number of existing familial defects and non-familial defects is obtained, a preset point is deducted for single familial defect, and the points are multiplied or accumulated for multiple familial defects, and then the state value corresponding to the defect information is determined.
[0052] Specifically, the operation and maintenance support evaluation unit can be understood as follows: an initial state value (for example, 30 points) of version management information is set in advance, then based on the real-time monitored version management information, the check code of each software program in the substation automation equipment is determined; based on the check code of each software program in the substation automation equipment and the pre-stored reference information of each software program in the substation automation equipment, it is determined whether the software version of the substation automation equipment and the inspection version are consistent, and if consistent, full marks are given, and if inconsistent, no marks are given.
[0053] The operation and maintenance support evaluation unit also sets an initial state value (for example, 40 points) of operation and maintenance information in advance, then real-time operation and maintenance information is used to determine the timeliness of defect handling, maintenance management execution, inspection regulation execution, and commissioning and decommissioning execution within a preset evaluation period, and then determine the state value corresponding to the operation and maintenance information; an initial state value (for example, 40 points) of technical service information is also set in advance, then real-time technical service information is used to determine the equipment on-site operation, ease of use, emergency defect response, after-sales service level, technical support, and system integration capability within a preset evaluation period, and then determine the state value corresponding to the technical service information.
[0054] It should be emphasized that the state value of any secondary index cannot be negative, the minimum is 0, and the maximum does not exceed the initial state value.
[0055] In this embodiment, based on the preset weight corresponding to each secondary index and the state value corresponding to each secondary index, the score corresponding to each primary index is determined. Taking the basic information evaluation index as an example, the initial state values of the account information, model information, and configuration information are preset to be 25, 15, and 60, and the state values obtained by the account information, model information, and configuration information are 15, 12, and 50. At this time, the score corresponding to the basic information evaluation index can be directly considered as the sum of 15, 12, and 50, that is, 77; or the initial state values of the account information, model information, and configuration information are set to 100, 100, and 100, and the corresponding weights are 0.25, 0.15, and 0.60, respectively. The state values obtained by the account information, model information, and configuration information are 60, 80, and 84. The weight corresponding to each secondary index and the state value corresponding to each secondary index are multiplied and accumulated, that is, 77. Similarly, details are not repeated.
[0056] In addition, if there is a secondary index that is not applicable to evaluate the substation automation equipment, the weights of the remaining secondary indexes applicable to evaluate the substation automation equipment are recalculated;
[0057] Based on the re-converted weights of the remaining applicable evaluation substation automation equipment secondary indicators and the state values corresponding to the applicable evaluation substation automation equipment secondary indicators, the score corresponding to each primary indicator is determined.
[0058] Similarly, if there is a primary indicator that is not applicable to evaluate the substation automation equipment, the weights of the remaining applicable evaluation substation automation equipment primary indicators are re-converted;
[0059] Based on the re-converted weights of the remaining applicable evaluation substation automation equipment primary indicators and the scores corresponding to the applicable evaluation substation automation equipment primary indicators, the health degree score of the substation automation equipment is determined.
[0060] In this embodiment, the health degree score adopts an interval system to determine the health state of the substation automation equipment, which is specifically divided into four levels: normal state, attention state, abnormal state, and serious state. Among them, 60 and below is the serious state, 61-70 is the abnormal state, 71-85 is the attention state, and 86-100 is the normal state. Subsequently, different maintenance strategies can be implemented for different states, such as a) when the equipment state evaluation is normal, no maintenance or regular maintenance according to the specified period can be carried out; b) when the equipment state evaluation is attention, the equipment inspection frequency should be increased and the equipment maintenance period should be shortened, and through appearance inspection, online monitoring, etc., the equipment operation state should be closely monitored; c) when the equipment state evaluation is abnormal, component inspection, maintenance and replacement should be carried out to restore it to normal state; d) when the equipment state evaluation is serious, overall replacement, inspection and testing should be carried out.
[0061] In summary, in the embodiments of the present application, an evaluation index system of substation automation equipment including primary indicators and secondary indicators is constructed, and related data is acquired for analysis and processing. Then, based on the pre-set weights corresponding to each primary indicator and each secondary indicator, the health degree score of the substation automation equipment is determined, and the health state of the substation automation equipment is determined. Based on this, the health state of the substation automation equipment can be comprehensively evaluated, and then real-time and accurate substation automation equipment operation and maintenance strategies can be formulated subsequently.
[0062] The above Figure 1 The substation automation equipment health state comprehensive evaluation system provided by the embodiments of the present application is described in detail below. Figure 2 The substation automation equipment health state comprehensive evaluation method provided by the embodiments of the present application is described below.
[0063] The process of the substation automation equipment health state comprehensive evaluation method is as follows:
[0064] In step S201, an evaluation index system of the substation automation equipment is constructed, the evaluation index system includes a plurality of first-level indexes and second-level indexes corresponding to the plurality of first-level indexes respectively, wherein the plurality of first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index and an operation and maintenance support evaluation index;
[0065] In step S202, the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index are obtained and integrated.
[0066] In step S203, the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index are analyzed and processed to determine a state value corresponding to each second-level index.
[0067] In step S204, a score corresponding to each first-level index is determined based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, and a health degree score of the substation automation equipment is determined based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index.
[0068] In step S205, a health state of the substation automation equipment is determined based on the health degree score of the substation automation equipment.
[0069] In addition, for the method embodiment, since it is basically similar to the system embodiment, the description is relatively simple, and the related parts can be referred to the part of the system embodiment.
[0070] The embodiment of the present application also provides an electronic device including the substation automation equipment health state comprehensive evaluation system as claimed in any one of claims 1-8, or can be understood as, as shown in Figure 3 As shown in the figure, the electronic device 300 includes a memory 301, a processor 302, and a computer program 303 stored in the memory 301 and executable on the processor 302, and the processor 302 implements the steps of the substation automation equipment health state comprehensive evaluation method when executing the computer program 303.
[0071] In application, the electronic device can include, but is not limited to, a processor and a memory, Figure 3 It is only an example of the electronic device, and does not constitute a limitation on the electronic device, and can include more or fewer components than the figure, or combine certain components, or different components, for example, input / output devices, network access devices, etc. The input / output device can include a camera, an audio acquisition / player device, a display screen, etc. The network access device can include a network module for wireless network with external devices.
[0072] In applications, the processor can be a central processing unit (CPU), and can also be other general-purpose processors, a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field-programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware component, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor.
[0073] In applications, the memory can be an internal storage unit of the electronic device in some embodiments, for example, a hard disk or a memory of the electronic device. The memory can also be an external storage device of the electronic device in other embodiments, for example, a plug-in hard disk, a smart media card (SMC), a secure digital (SD) card, a flash card, etc. equipped on the electronic device. The memory can also include both the internal storage unit and the external storage device of the electronic device. The memory is used to store an operating system, an application program, a boot loader, data, and other programs, for example, program codes of a computer program, etc. The memory can also be used to temporarily store data that has been output or will be output.
[0074] The above-described embodiments are only used to illustrate the technical solutions of the present application, but not limit the present application; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacement for part of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the protection scope of the present application.
Claims
1. A substation automation equipment health state comprehensive evaluation system, characterized in that, The system comprises: An evaluation index system construction module for constructing an evaluation index system of a substation automation device, the evaluation index system comprising a plurality of first-level indexes and second-level indexes corresponding to the plurality of first-level indexes respectively, wherein the plurality of first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index and an operation and maintenance support evaluation index; An acquisition module for acquiring and integrating second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index respectively; A data processing module for analyzing and processing the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index respectively to determine a state value corresponding to each second-level index; A calculation module for determining a score corresponding to each first-level index based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, and determining a health degree score of the substation automation device based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index; A determination module for determining a health state of the substation automation device based on the health degree score of the substation automation device.
2. The substation automation equipment health condition comprehensive evaluation system according to claim 1, characterized in that, The second-level indexes corresponding to the basic information evaluation index are respectively account information, model information and configuration information; The second-level indexes corresponding to the operation state evaluation index are respectively self-checking alarm information, self-checking measurement information, remote control operation information and operation parameter information; The second-level indexes corresponding to the operation risk evaluation index are respectively operation life information and defect information; The second-level indexes corresponding to the operation and maintenance support evaluation index are respectively version management information, operation and maintenance information and technical service information.
3. The substation automation equipment health condition comprehensive evaluation system according to claim 1, characterized in that, The acquisition module comprises a data integration unit and a data management unit; The data integration unit is configured to automatically synchronize the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index of the substation automation device from a multi-source system, wherein the multi-source system is a system related to data of the substation automation device; The data management unit is configured to integrate and process the second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index to form a standard specification data table.
4. The substation automation equipment health condition comprehensive evaluation system according to claim 2, characterized in that, The data processing module comprises a device basic information evaluation unit, an operation state evaluation unit, an operation risk evaluation unit and an operation and maintenance support evaluation unit; The device basic information evaluation unit is configured to monitor data of the account information, the model information and the configuration information in real time, and then analyze account accuracy, model compliance and configuration rationality to determine state values of the account information, the model information and the configuration information. The operation state evaluation unit is configured to monitor data of the self-check alarm information, the self-check measurement information, the remote control operation information, and the operation parameter information in real time, analyze a self-check alarm frequency, a value out-of-limit frequency, a remote control operation success rate, and an operation parameter accuracy, and determine state values of the self-check alarm information, the self-check measurement information, the remote control operation information, and the operation parameter information. The operation risk evaluation unit is configured to monitor data of the operation life information and the defect information in real time, calculate an operation life coefficient of the substation automation equipment, analyze familial defects and non-familial defects of the substation automation equipment, and determine state values of the operation life information and the defect information. The operation and maintenance support evaluation unit is configured to monitor data of the version management information, the operation and maintenance information, and the technical service information in real time, analyze whether software versions and over-check versions of the substation automation equipment are consistent, analyze operation and maintenance information compliance and technical service information rationality, and determine state values of the version management information, the operation and maintenance information, and the technical service information.
5. The substation automation equipment health condition comprehensive evaluation system according to claim 4, characterized in that, The operation life coefficient of the substation automation equipment is calculated by: determining an actual operation life B of the substation automation equipment based on the operation life information monitored in real time; calculating the operation life coefficient C of the substation automation equipment by an equipment operation life calculation formula based on a recommended operation life A of the substation automation equipment and the actual operation life B of the substation automation equipment. The device operation life calculation formula is:
6. The substation automation equipment health condition comprehensive evaluation system according to claim 4, characterized in that, The familial defects and non-familial defects of the substation automation equipment are analyzed by: inputting the defect information monitored in real time into a defect identification model, wherein the defect identification model identifies defect types, the defect types include familial defects and non-familial defects, and the defect identification model is optimized by historical defect data in advance.
7. The substation automation equipment health condition comprehensive evaluation system according to claim 4, characterized in that, Whether the software versions and over-check versions of the substation automation equipment are consistent is analyzed by: determining check codes of each software program in the substation automation equipment based on the version management information monitored in real time; judging whether the software versions and over-check versions of the substation automation equipment are consistent based on the check codes of each software program in the substation automation equipment and reference information of each software program in the substation automation equipment pre-stored for submission.
8. The substation automation equipment health condition comprehensive evaluation system according to claim 1, characterized in that, The score corresponding to each first-level index is determined based on the weight corresponding to each second-level index and the state value corresponding to each second-level index by: if there is a second-level index that is not applicable to evaluate the substation automation equipment, then the weight of the remaining second-level index applicable to evaluate the substation automation equipment is recalculated; the score corresponding to each first-level index is determined based on the recalculated weight of the remaining second-level index applicable to evaluate the substation automation equipment and the state value corresponding to the second-level index applicable to evaluate the substation automation equipment.
9. A substation automation equipment health condition comprehensive evaluation method, characterized in that, The method comprises: The evaluation index system of the substation automation equipment is constructed, the evaluation index system includes a plurality of first-level indexes and second-level indexes corresponding to the plurality of first-level indexes respectively, wherein the plurality of first-level indexes are respectively a basic information evaluation index, an operation state evaluation index, an operation risk evaluation index and an operation and maintenance support evaluation index; Second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index are acquired and integrated; The second-level index data corresponding to the basic information evaluation index, the operation state evaluation index, the operation risk evaluation index and the operation and maintenance support evaluation index are analyzed and processed to determine a state value corresponding to each second-level index; Based on a preset weight corresponding to each second-level index and the state value corresponding to each second-level index, a score corresponding to each first-level index is determined, and a health degree score of the substation automation equipment is determined based on a preset weight corresponding to each first-level index and the score corresponding to each first-level index; Based on the health degree score of the substation automation equipment, a health state of the substation automation equipment is determined.
10. An electronic device, comprising: The electronic device includes the substation automation equipment health state comprehensive evaluation system of any one of claims 1-8.