Intelligent personnel supervision system for electrical equipment maintenance

Abstract

The invention discloses an intelligent personnel supervision system for electrical equipment maintenance. The intelligent personnel supervision system comprises an electrical equipment acquisition module, a personnel information acquisition module, an environment information acquisition module, a personnel evaluation module, a data processing module and an information sending module, the power equipment acquisition module is used for acquiring power equipment information; the personnel information acquisition module is used for acquiring personnel information; the environment information acquisition module is used for acquiring information of an environment where the equipment is located; the personnel evaluation module is used for evaluating maintenance personnel to obtain personnel evaluation information; and the data processing module is used for processing the power equipment information, the personnel information, the equipment environment information and the maintenance task information to generate personnel quantity regulation and control information, personnel scheduling information, personnel training management and control information and personnel maintenance evaluation information. According to the invention, more comprehensive and intelligent personnel supervision can be carried out, and safe and stable operation of the power equipment can be better protected.

Description

Technical Field

[0001] The present invention relates to the field of personnel supervision, and in particular to an intelligent personnel supervision system for power equipment maintenance. Background Art

[0002] Power equipment, such as transformers, generators, transmission lines, switchgear, etc., are key components of the power system. Their normal operation is of vital importance to the safe, stable and efficient operation of the power system. Therefore, power equipment maintenance is an indispensable part, aiming to ensure the normal operation of the equipment, extend the service life of the equipment, and ensure the stable operation of the power system;

[0003] In the process of power equipment maintenance, a large number of power equipment maintenance personnel are needed to perform tedious power equipment inspection and maintenance work. In the process of supervising power equipment maintenance personnel, the personnel supervision system will be used.

[0004] The existing personnel supervision systems are mostly single dispatch supervision with a single monitoring type, which cannot meet the actual usage needs and has a certain impact on the use of personnel supervision systems. Therefore, an intelligent personnel supervision system for power equipment maintenance is proposed. Summary of the invention

[0005] The technical problem to be solved by the present invention is: how to solve the problem that the existing personnel supervision system is mostly a single scheduling supervision, the monitoring type is single, and it cannot meet the actual use needs, which has a certain impact on the use of the personnel supervision system. An intelligent personnel supervision system for power equipment maintenance is provided.

[0006] The present invention solves the above technical problems through the following technical solutions, which include a power equipment acquisition module, a personnel information acquisition module, an environmental information acquisition module, a personnel evaluation module, a data processing module and an information sending module;

[0007] The power equipment collection module is used to collect power equipment information;

[0008] The personnel information collection module is used to collect personnel information;

[0009] The environmental information collection module is used to collect the environmental information of the device;

[0010] The personnel evaluation module is used to evaluate maintenance personnel and obtain personnel evaluation information;

[0011] The data processing module is used to process the power equipment information, personnel information, equipment environment information, and maintenance task information to generate personnel quantity control information, personnel scheduling information, personnel training control information, and personnel maintenance evaluation information;

[0012] The information sending module is used to send the personnel quantity control information, personnel scheduling information, personnel training management information and personnel maintenance evaluation information to a preset receiving terminal after the above information is generated.

[0013] Furthermore, the personnel quantity control information includes personnel increase information and personnel decrease information, and the specific process of the personnel quantity control information is as follows:

[0014] Extract the collected power equipment information, personnel information and equipment environment information;

[0015] The power equipment information includes the number of power equipment, and the personnel information includes the number of real-time maintenance personnel;

[0016] Then collect the number of maintenance personnel required for each power equipment;

[0017] The number of power equipment is marked as Z1, the number of real-time maintenance personnel is marked as Z2, and the number of maintenance personnel required for a single power equipment is marked as Z3;

[0018] Extract the equipment's environment information, including the equipment's environment humidity, equipment's environment temperature and equipment's environment dust concentration information;

[0019] The environment in which the device is located is processed to obtain an influence coefficient, which is marked as G;

[0020] Through the formula Z1*Z2-Z1*Z3*G=Zz, the personnel quantity evaluation parameter Zz is obtained;

[0021] When the personnel quantity evaluation parameter Zz is less than the preset value a1, personnel increase information is generated;

[0022] When the personnel quantity evaluation parameter Zz is greater than the preset value a2, personnel reduction information is generated.

[0023] Furthermore, the specific process of processing the environment in which the device is located to obtain the influence coefficient is as follows:

[0024] Extract the collected information about the equipment's environment humidity, equipment's environment temperature, and equipment's environment dust concentration;

[0025] When the humidity, temperature and dust concentration of the environment where the equipment is located are all greater than the preset values, the influence coefficient G is the preset value b1;

[0026] When any two of the environmental humidity, environmental temperature and dust concentration of the equipment are greater than the preset values, the influence coefficient G is the preset value b2;

[0027] When any one of the environmental humidity, environmental temperature and dust concentration of the equipment is greater than the preset value, the influence coefficient G is the preset value b3;

[0028] 1.01≤b3≤b2≤b3≤1.2.

[0029] Furthermore, the specific process of obtaining the personnel scheduling information is as follows:

[0030] Extracting the collected power equipment information, the power equipment information including the location of the faulty power equipment;

[0031] Then extract the personnel information, which includes the current location information of the maintenance personnel, the current task volume information of the maintenance personnel, and the current working time information of the maintenance personnel;

[0032] The maintenance personnel's current location information, the location of the faulty power equipment, the maintenance personnel's current execution task information, and the maintenance personnel's current working hours information are processed to obtain comprehensive evaluation parameters for a single maintenance personnel;

[0033] After obtaining the comprehensive evaluation parameters of all maintenance personnel, the comprehensive evaluation parameters of all maintenance personnel are sorted in order from large to small, and the two with the smallest comprehensive evaluation parameters are selected as the current scheduling personnel, and personnel scheduling information is generated and sent to the two current scheduling personnel at the same time.

[0034] Furthermore, the process of obtaining the comprehensive evaluation parameters of the single maintenance personnel is as follows;

[0035] Extract the current location information of the maintenance personnel at the location of the faulty power equipment, import the current location information of the maintenance personnel and the location of the faulty power equipment into a preset database, retrieve the route between the current location information of the maintenance personnel and the location of the faulty power equipment from the preset database, and then measure the length of the route to obtain the route length information;

[0036] The maintenance personnel's current task volume information is processed to obtain a task volume score. When the current task volume information is greater than a preset value c1, the task volume score is a preset value f1.

[0037] When the current execution task volume information is between the preset values ​​c1 and c2, the task volume score is the preset value f2;

[0038] When the current execution task volume information is less than the preset value c2, the task volume score is the preset value f3;

[0039] c1>c2,f3<f2<f1;

[0040] The route length information is marked as E1, the task volume score is marked as E2, and the maintenance personnel's current working time information is marked as E3;

[0041] Assign a correction value M1 to the route length information E1, a correction value M2 to the task volume score E2, and a correction value M3 to the maintenance personnel's current working time information E3;

[0042] M1+M2+M3=1, M1>M3>M2;

[0043] Through the formula E1*M1+E2*M2+E3*M3=Ee, the comprehensive evaluation parameter Ee of a single maintenance personnel is obtained.

[0044] Furthermore, the personnel training control information includes overall training control information and individual training control information;

[0045] The specific process of obtaining personnel training control information is as follows: extract the collected personnel evaluation information, which is a single evaluation score of a single maintenance personnel, and collect it continuously for at least x times. After the personnel evaluation information is collected, after removing the maximum and minimum values ​​of the x times of personnel evaluation information, calculate the average of the remaining personnel evaluation information x-2 times of evaluation information to obtain the average evaluation score;

[0046] Then, the average evaluation score of all equipment maintenance personnel is extracted, the number of all equipment maintenance personnel is marked as Q, and the number of Q equipment maintenance personnel with average evaluation scores less than the preset value is extracted and marked as Qi;

[0047] Calculate the ratio of Qi to Q and obtain the overall evaluation ratio Qq. When the overall evaluation ratio is greater than or equal to the preset value, the overall training control information is generated.

[0048] When the overall evaluation ratio is less than the preset value, individual training control information is generated.

[0049] Furthermore, the personnel maintenance assessment information includes a primary assessment, a secondary assessment and a tertiary assessment;

[0050] The specific process of obtaining the personnel maintenance evaluation information is as follows: extracting the collected personnel information;

[0051] Personnel information also includes maintenance personnel dispatch response speed, maintenance personnel fault determination accuracy, and maintenance personnel fault elimination speed;

[0052] Process the maintenance personnel's dispatch response speed to obtain response speed evaluation parameters, process the maintenance personnel's fault determination accuracy to obtain accuracy evaluation parameters, and process the maintenance personnel's fault elimination speed to obtain fault elimination evaluation parameters;

[0053] The reaction speed evaluation parameters, the accuracy evaluation parameters and the troubleshooting evaluation parameters are processed to generate a first-level evaluation, a second-level evaluation or a third-level evaluation.

[0054] Further, when the reaction speed evaluation parameter of a single maintenance personnel is less than a preset value, the accuracy evaluation parameter is greater than a preset value, and the troubleshooting evaluation parameter is less than a preset value, a first-level evaluation is generated;

[0055] When any of the following occurs: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a secondary evaluation is generated;

[0056] When any two or more of the following occur: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a third-level evaluation is generated.

[0057] Compared with the prior art, the present invention has the following advantages: the intelligent personnel supervision system for power equipment maintenance processes the power equipment quantity information, the real-time maintenance personnel quantity information and the number of maintenance personnel required for a single power equipment to generate personnel quantity control information, which has many benefits such as improving maintenance efficiency, reducing costs, enhancing safety and improving management level. By fully considering the influence of environmental factors such as environmental humidity, ambient temperature and ambient dust concentration on the power equipment maintenance demand and the work efficiency of maintenance personnel, the personnel quantity control information can be generated more scientifically and reasonably, and the maintenance personnel's current location information, the fault power equipment location, the maintenance personnel's current execution task information and the maintenance personnel's current working time information are comprehensively processed and personnel scheduling information is generated, which has the advantages of improving response speed and efficiency, reducing labor costs and workload, and helping enterprises to achieve more efficient, intelligent and reliable power equipment maintenance management; regular testing of power equipment maintenance personnel and generating training control information based on test results have many benefits. These measures not only help to improve the professional skills and literacy of maintenance personnel, but also enhance the safety and reliability of power equipment, making the system more worthy of promotion and use. BRIEF DESCRIPTION OF THE DRAWINGS

[0058] Figure 1 It is a system block diagram of the present invention. DETAILED DESCRIPTION

[0059] The following is a detailed description of an embodiment of the present invention. This embodiment is implemented on the premise of the technical solution of the present invention, and a detailed implementation method and a specific operation process are given, but the protection scope of the present invention is not limited to the following embodiment.

[0060] like Figure 1As shown, this embodiment provides a technical solution: an intelligent personnel supervision system for power equipment maintenance, including a power equipment collection module, a personnel information collection module, an environmental information collection module, a personnel evaluation module, a data processing module and an information sending module;

[0061] The power equipment collection module is used to collect power equipment information;

[0062] The personnel information collection module is used to collect personnel information;

[0063] The environmental information collection module is used to collect the environmental information of the device;

[0064] The personnel evaluation module is used to evaluate maintenance personnel and obtain personnel evaluation information;

[0065] The data processing module is used to process the power equipment information, personnel information, equipment environment information, and maintenance task information to generate personnel quantity control information, personnel scheduling information, personnel training control information, and personnel maintenance evaluation information;

[0066] The information sending module is used to send the personnel quantity control information, personnel scheduling information, personnel training management information and personnel maintenance evaluation information to a preset receiving terminal after the above information is generated.

[0067] Furthermore, the personnel quantity control information includes personnel increase information and personnel decrease information, and the specific process of the personnel quantity control information is as follows:

[0068] Extract the collected power equipment information, personnel information and equipment environment information;

[0069] The power equipment information includes the number of power equipment, and the personnel information includes the number of real-time maintenance personnel;

[0070] Then collect the number of maintenance personnel required for each power equipment;

[0071] The number of power equipment is marked as Z1, the number of real-time maintenance personnel is marked as Z2, and the number of maintenance personnel required for a single power equipment is marked as Z3;

[0072] Extract the equipment's environment information, including the equipment's environment humidity, equipment's environment temperature and equipment's environment dust concentration information;

[0073] The environment in which the device is located is processed to obtain an influence coefficient, which is marked as G;

[0074] Through the formula Z1*Z2-Z1*Z3*G=Zz, the personnel quantity evaluation parameter Zz is obtained;

[0075] When the personnel quantity evaluation parameter Zz is less than the preset value a1, personnel increase information is generated;

[0076] When the personnel quantity evaluation parameter Zz is greater than the preset value a2, personnel reduction information is generated;

[0077] The above process can improve maintenance efficiency. By processing this information, the number of maintenance personnel required for each power equipment can be accurately calculated to avoid over- or under-staffing. This helps ensure that each device can be maintained in a timely and effective manner, improving overall maintenance efficiency. Optimize scheduling: Based on real-time maintenance personnel information and equipment maintenance requirements, the maintenance personnel's scheduling plan can be flexibly adjusted to ensure that there are enough personnel on site when equipment needs maintenance. This helps reduce waiting time and improve response speed.

[0078] Reduce costs and reduce labor waste: By accurately allocating maintenance personnel, you can avoid cost waste caused by excess personnel. Enterprises can adjust the size of the staff according to actual needs and reduce unnecessary labor cost expenditures.

[0079] Improve resource utilization: Optimized maintenance personnel configuration can ensure that equipment is fully utilized, reducing downtime and production losses caused by equipment failure. This helps to improve the overall operational efficiency and economic benefits of the enterprise.

[0080] Enhanced safety and timely response: By adjusting the number of maintenance personnel in real time, it can be ensured that sufficient maintenance personnel can be dispatched quickly to handle equipment failures or abnormalities. This helps reduce safety hazards and accident risks caused by untimely fault handling.

[0081] Professional maintenance: Reasonable allocation of maintenance personnel according to equipment type and maintenance requirements can ensure that each device can receive professional and effective maintenance. This helps to improve the safety and reliability of the equipment and reduce the safety risks caused by equipment failure.

[0082] By processing and analyzing the number of power equipment, the number of real-time maintenance personnel, and the number of maintenance personnel required for each piece of equipment, enterprises can obtain rich data support. These data help enterprises make more scientific and reasonable decisions and improve the overall management level.

[0083] Continuous improvement: Based on the results of data analysis, enterprises can continuously optimize maintenance personnel allocation and scheduling to improve maintenance efficiency and quality. At the same time, potential problems and improvement points can be discovered to provide strong support for future management improvements.

[0084] In summary, processing the information on the number of power equipment, the number of real-time maintenance personnel, and the number of maintenance personnel required for a single power equipment to generate personnel quantity control information has many benefits, including improving maintenance efficiency, reducing costs, enhancing safety, and improving management level. These benefits help enterprises achieve more efficient, safe, and economical power equipment maintenance management.

[0085] The specific process of processing the environment in which the device is located to obtain the influence coefficient is as follows:

[0086] Extract the collected information about the equipment's environment humidity, equipment's environment temperature, and equipment's environment dust concentration;

[0087] When the humidity, temperature and dust concentration of the environment where the equipment is located are all greater than the preset values, the influence coefficient G is the preset value b1;

[0088] When any two of the environmental humidity, environmental temperature and dust concentration of the equipment are greater than the preset values, the influence coefficient G is the preset value b2;

[0089] When any one of the environmental humidity, environmental temperature and dust concentration of the equipment is greater than the preset value, the influence coefficient G is the preset value b3;

[0090] 1.01≤b3≤b2≤b3≤1.2;

[0091] When calculating the number of maintenance personnel required for a single power device, in addition to considering the complexity and maintenance difficulty of the device itself, adjustments should also be made based on the evaluation results of current environmental factors. For example, in an environment with high temperature, high humidity or high dust concentration, additional maintenance personnel may be needed to deal with possible emergencies and speed up maintenance progress.

[0092] Combine the real-time maintenance personnel quantity information and the real-time data of environmental factors to dynamically adjust the personnel quantity control information. For example, when the humidity in a certain area is monitored to rise suddenly, it should immediately assess whether the maintenance demand of the power equipment in the area has increased, and adjust the maintenance personnel quantity in the area accordingly.

[0093] By fully considering the impact of environmental factors such as ambient humidity, ambient temperature and ambient dust concentration on the maintenance needs of power equipment and the work efficiency of maintenance personnel, personnel quantity control information can be generated more scientifically and reasonably to improve maintenance efficiency, reduce costs, enhance safety and improve management level.

[0094] The specific process of obtaining the personnel scheduling information is as follows:

[0095] Extracting the collected power equipment information, the power equipment information including the location of the faulty power equipment;

[0096] Then extract the personnel information, which includes the current location information of the maintenance personnel, the current task volume information of the maintenance personnel, and the current working time information of the maintenance personnel;

[0097] The maintenance personnel's current location information, the location of the faulty power equipment, the maintenance personnel's current execution task information, and the maintenance personnel's current working hours information are processed to obtain comprehensive evaluation parameters for a single maintenance personnel;

[0098] After obtaining the comprehensive evaluation parameters of all maintenance personnel, the comprehensive evaluation parameters of all maintenance personnel are sorted in order from large to small, and the two with the smallest comprehensive evaluation parameters are selected as the current scheduling personnel, and personnel scheduling information is generated and sent to the two current scheduling personnel at the same time.

[0099] The process of obtaining the comprehensive evaluation parameters of the single maintenance personnel is as follows;

[0100] Extract the current location information of the maintenance personnel at the location of the faulty power equipment, import the current location information of the maintenance personnel and the location of the faulty power equipment into a preset database, retrieve the route between the current location information of the maintenance personnel and the location of the faulty power equipment from the preset database, and then measure the length of the route to obtain the route length information;

[0101] The maintenance personnel's current task volume information is processed to obtain a task volume score. When the current task volume information is greater than a preset value c1, the task volume score is a preset value f1.

[0102] When the current execution task volume information is between the preset values ​​c1 and c2, the task volume score is the preset value f2;

[0103] When the current execution task volume information is less than the preset value c2, the task volume score is the preset value f3;

[0104] c1>c2,f3<f2<f1;

[0105] The route length information is marked as E1, the task volume score is marked as E2, and the maintenance personnel's current working time information is marked as E3;

[0106] Assign a correction value M1 to the route length information E1, a correction value M2 to the task volume score E2, and a correction value M3 to the maintenance personnel's current working time information E3;

[0107] M1+M2+M3=1, M1>M3>M2;

[0108] Through the formula E1*M1+E2*M2+E3*M3=Ee, the comprehensive evaluation parameter Ee of a single maintenance personnel is obtained;

[0109] The above process improves the response speed and efficiency. Through the real-time update of the maintenance personnel's current location information and the location of the faulty power equipment, the maintenance personnel closest to the fault point can be quickly identified and dispatched to handle the problem. This greatly shortens the response time and improves the efficiency of fault handling.

[0110] Comprehensively considering the maintenance personnel's current task volume information can avoid over-assigning tasks to already busy maintenance personnel, ensuring that each maintenance personnel can handle tasks in the best state. At the same time, by reasonably allocating tasks, the overall workflow can be optimized, reducing waiting time and resource waste.

[0111] Reduce labor costs and workload, intelligent scheduling: The data-based intelligent scheduling system can automatically calculate and assign tasks to the most suitable maintenance personnel without manual intervention or excessive coordination. This reduces labor costs and reduces errors and delays caused by human factors.

[0112] Balanced workload: By taking into account the maintenance personnel's current working hours and the amount of tasks, each maintenance personnel's workload can be relatively balanced. This helps reduce fatigue and errors caused by long working hours and improves work quality and safety.

[0113] The personnel training control information includes overall training control information and individual training control information;

[0114] The specific process of obtaining personnel training control information is as follows: extract the collected personnel evaluation information, which is a single evaluation score of a single maintenance personnel, and collect it continuously for at least x times. After the personnel evaluation information is collected, after removing the maximum and minimum values ​​of the x times of personnel evaluation information, calculate the average of the remaining personnel evaluation information x-2 times of evaluation information to obtain the average evaluation score;

[0115] Then, the average evaluation score of all equipment maintenance personnel is extracted, the number of all equipment maintenance personnel is marked as Q, and the number of Q equipment maintenance personnel with average evaluation scores less than the preset value is extracted and marked as Qi;

[0116] Calculate the ratio of Qi to Q and obtain the overall evaluation ratio Qq. When the overall evaluation ratio is greater than or equal to the preset value, the overall training control information is generated, which means that the number of trainings for all equipment maintenance personnel needs to be increased.

[0117] When the overall evaluation ratio is less than the preset value, a single training control information is generated, that is, the number of training times for equipment maintenance personnel whose average evaluation scores are less than the preset value needs to be increased;

[0118] Through the above process, the professional skills and knowledge level of equipment maintenance personnel can be improved, and knowledge blind spots can be found. Through regular testing, the shortcomings of maintenance personnel in professional knowledge, skill operation, etc. can be found in time. These blind spots are often potential factors leading to work errors and safety accidents.

[0119] Based on the training control information generated by the test results, a more targeted training plan can be formulated for the enterprise. The training content can focus on the weak links of maintenance personnel to ensure the effectiveness and pertinence of the training;

[0120] Strengthened safety awareness: Regular testing often includes assessment of safety knowledge and operating procedures, which helps to enhance the safety awareness of maintenance personnel and make them pay more attention to safety hazards and risk points in their work.

[0121] Improve sense of responsibility: The connection between test results and training control information makes maintenance personnel realize that their performance is closely linked to the safety and benefits of the enterprise, thereby enhancing their sense of responsibility and mission.

[0122] The personnel maintenance assessment information includes first-level assessment, second-level assessment and third-level assessment;

[0123] The specific process of obtaining the personnel maintenance evaluation information is as follows: extracting the collected personnel information;

[0124] Personnel information also includes maintenance personnel dispatch response speed, maintenance personnel fault determination accuracy, and maintenance personnel fault elimination speed;

[0125] Process the maintenance personnel's dispatch response speed to obtain response speed evaluation parameters, process the maintenance personnel's fault determination accuracy to obtain accuracy evaluation parameters, and process the maintenance personnel's fault elimination speed to obtain fault elimination evaluation parameters;

[0126] The reaction speed evaluation parameters, the accuracy evaluation parameters and the troubleshooting evaluation parameters are processed to generate a first-level evaluation, a second-level evaluation or a third-level evaluation.

[0127] When the reaction speed evaluation parameter of a single maintenance worker is less than the preset value, the accuracy evaluation parameter is greater than the preset value, and the troubleshooting evaluation parameter is less than the preset value, a first-level evaluation is generated, which means that the overall maintenance efficiency of the worker is fast and the quality is good;

[0128] When any of the following occurs: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a secondary evaluation is generated, which means that the maintenance personnel has certain problems in the maintenance of power equipment and needs to be optimized;

[0129] When any two or more of the following conditions occur: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a third-level evaluation is generated;

[0130] Level 3 assessment means that the power equipment maintenance personnel have major problems and need to be retrained;

[0131] Through the above process, evaluating the maintenance personnel of power equipment can improve the reliability and stability of equipment. The fast dispatch response speed means that when equipment fails, maintenance personnel can be quickly dispatched to the scene, reducing equipment downtime and reducing the risk of production interruption caused by equipment failure.

[0132] Accurate diagnosis: The high accuracy of fault determination by maintenance personnel helps to quickly locate the root cause of the problem, avoid misdiagnosis or wrong repair, and reduce unnecessary maintenance costs and time waste.

[0133] Efficient troubleshooting: Rapid troubleshooting can quickly restore the normal operation of the equipment, improve the reliability and stability of the equipment, and reduce the potential risks caused by equipment failure.

[0134] Optimize operational efficiency and cost control, and reduce downtime: By improving dispatch response speed, fault identification accuracy, and troubleshooting speed, equipment downtime can be minimized and equipment utilization and production efficiency can be improved.

[0135] Reduce maintenance costs: Accurate fault diagnosis and efficient troubleshooting can reduce unnecessary maintenance work and material consumption, thereby reducing maintenance costs.

[0136] Improve resource utilization: Reasonable personnel scheduling and efficient troubleshooting can optimize the allocation of maintenance resources, improve resource utilization and avoid waste.

[0137] Comprehensive analysis of maintenance personnel’s dispatch response speed, fault identification accuracy, and troubleshooting speed can provide enterprises with rich data support for evaluating and optimizing maintenance processes.

[0138] Continuous improvement: Based on the results of data analysis, enterprises can formulate targeted improvement measures, such as optimizing staffing, improving training effectiveness, introducing new technologies, etc., to continuously improve the efficiency and quality of power equipment maintenance.

[0139] In addition, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying 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 the description of the present invention, the meaning of "plurality" is at least two, such as two, three, etc., unless otherwise clearly and specifically defined.

[0140] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.

[0141] Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are exemplary and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.

Claims

1. An intelligent personnel supervision system for power equipment maintenance, characterized in that: It includes power equipment collection module, personnel information collection module, environmental information collection module, personnel evaluation module, data processing module and information sending module; The power equipment collection module is used to collect power equipment information; The personnel information collection module is used to collect personnel information; The environmental information collection module is used to collect the environmental information of the device; The personnel evaluation module is used to evaluate maintenance personnel and obtain personnel evaluation information; The data processing module is used to process power equipment information, personnel information, equipment environment information, and maintenance task information to generate personnel quantity control information, personnel scheduling information, personnel training control information, and personnel maintenance evaluation information; The information sending module is used to send the personnel quantity control information, personnel scheduling information, personnel training management information and personnel maintenance evaluation information to a preset receiving terminal after the above information is generated.

2. The intelligent personnel supervision system for power equipment maintenance according to claim 1 is characterized in that: The personnel quantity control information includes personnel increase information and personnel decrease information. The specific process of the personnel quantity control information is as follows: Extract the collected power equipment information, personnel information and equipment environment information; The power equipment information includes the number of power equipment, and the personnel information includes the number of real-time maintenance personnel; Then collect the number of maintenance personnel required for each power equipment; The number of power equipment is marked as Z1, the number of real-time maintenance personnel is marked as Z2, and the number of maintenance personnel required for a single power equipment is marked as Z3; Extract the equipment's environment information, including the equipment's environment humidity, equipment's environment temperature and equipment's environment dust concentration information; The environment in which the device is located is processed to obtain an influence coefficient, which is marked as G; Through the formula Z1*Z2-Z1*Z3*G=Zz, the personnel quantity evaluation parameter Zz is obtained; When the personnel quantity evaluation parameter Zz is less than the preset value a1, personnel increase information is generated; When the personnel quantity evaluation parameter Zz is greater than the preset value a2, personnel reduction information is generated.

3. The intelligent personnel supervision system for power equipment maintenance according to claim 2 is characterized in that: The specific process of processing the environment in which the device is located to obtain the influence coefficient is as follows: Extract the collected information about the equipment's environment humidity, equipment's environment temperature, and equipment's environment dust concentration; When the humidity, temperature and dust concentration of the environment where the equipment is located are all greater than the preset values, the influence coefficient G is the preset value b1; When any two of the environmental humidity, environmental temperature and dust concentration of the equipment are greater than the preset values, the influence coefficient G is the preset value b2; When any one of the environmental humidity, environmental temperature and dust concentration of the equipment is greater than the preset value, the influence coefficient G is the preset value b3; 1.01≤b3≤b2≤b3≤1.

2.

4. The intelligent personnel supervision system for power equipment maintenance according to claim 1 is characterized in that: The specific process of obtaining the personnel scheduling information is as follows: Extracting the collected power equipment information, the power equipment information including the location of the faulty power equipment; Then extract the personnel information, which includes the current location information of the maintenance personnel, the current task volume information of the maintenance personnel, and the current working time information of the maintenance personnel; The maintenance personnel's current location information, the location of the faulty power equipment, the maintenance personnel's current execution task information, and the maintenance personnel's current working hours information are processed to obtain comprehensive evaluation parameters for a single maintenance personnel; After obtaining the comprehensive evaluation parameters of all maintenance personnel, the comprehensive evaluation parameters of all maintenance personnel are sorted in order from large to small, and the two with the smallest comprehensive evaluation parameters are selected as the current scheduling personnel, and personnel scheduling information is generated and sent to the two current scheduling personnel at the same time.

5. The intelligent personnel supervision system for power equipment maintenance according to claim 4 is characterized in that: The process of obtaining the comprehensive evaluation parameters of the single maintenance personnel is as follows; Extract the current location information of the maintenance personnel at the location of the faulty power equipment, import the current location information of the maintenance personnel and the location of the faulty power equipment into a preset database, retrieve the route between the current location information of the maintenance personnel and the location of the faulty power equipment from the preset database, and then measure the length of the route to obtain the route length information; The maintenance personnel's current task volume information is processed to obtain a task volume score. When the current task volume information is greater than a preset value c1, the task volume score is a preset value f1. When the current execution task volume information is between the preset values ​​c1 and c2, the task volume score is the preset value f2; When the current execution task volume information is less than the preset value c2, the task volume score is the preset value f3; c1>c2,f3<f2<f1; The route length information is marked as E1, the task volume score is marked as E2, and the maintenance personnel's current working time information is marked as E3; Assign a correction value M1 to the route length information E1, a correction value M2 to the task volume score E2, and a correction value M3 to the maintenance personnel's current working time information E3; M1+M2+M3=1, M1>M3>M2; Through the formula E1*M1+E2*M2+E3*M3=Ee, the comprehensive evaluation parameter Ee of a single maintenance personnel is obtained.

6. The intelligent personnel supervision system for power equipment maintenance according to claim 1 is characterized in that: The personnel training control information includes overall training control information and individual training control information; The specific process of obtaining personnel training control information is as follows: extract the collected personnel evaluation information, which is a single evaluation score of a single maintenance personnel, and collect it continuously for at least x times. After the personnel evaluation information is collected, after removing the maximum and minimum values ​​of the x times of personnel evaluation information, calculate the average of the remaining personnel evaluation information x-2 times of evaluation information to obtain the average evaluation score; Then, the average evaluation score of all equipment maintenance personnel is extracted, the number of all equipment maintenance personnel is marked as Q, and the number of Q equipment maintenance personnel with average evaluation scores less than the preset value is extracted and marked as Qi; Calculate the ratio of Qi to Q and obtain the overall evaluation ratio Qq. When the overall evaluation ratio is greater than or equal to the preset value, the overall training control information is generated. When the overall evaluation ratio is less than the preset value, individual training control information is generated.

7. The intelligent personnel supervision system for power equipment maintenance according to claim 1 is characterized in that: The personnel maintenance assessment information includes primary assessment, secondary assessment and tertiary assessment; The specific process of obtaining the personnel maintenance evaluation information is as follows: extracting the collected personnel information; Personnel information also includes maintenance personnel dispatch response speed, maintenance personnel fault determination accuracy, and maintenance personnel fault elimination speed; Process the maintenance personnel's dispatch response speed to obtain response speed evaluation parameters, process the maintenance personnel's fault determination accuracy to obtain accuracy evaluation parameters, and process the maintenance personnel's fault elimination speed to obtain fault elimination evaluation parameters; The reaction speed evaluation parameters, the accuracy evaluation parameters and the troubleshooting evaluation parameters are processed to generate a first-level evaluation, a second-level evaluation or a third-level evaluation.

8. The intelligent personnel supervision system for power equipment maintenance according to claim 1 is characterized in that: When the reaction speed evaluation parameter of a single maintenance worker is less than a preset value, the accuracy evaluation parameter is greater than a preset value, and the troubleshooting evaluation parameter is less than a preset value, a first-level evaluation is generated; When any of the following occurs: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a secondary evaluation is generated; When any two or more of the following occur: the reaction speed evaluation parameter of a single maintenance personnel is greater than the preset value, the accuracy evaluation parameter is less than the preset value, and the troubleshooting evaluation parameter is greater than the preset value, a third-level evaluation is generated.

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