Power operator safety monitoring method and device, computer equipment, readable storage medium and program product

Abstract

The invention relates to a power operator safety monitoring method and device, computer equipment, a computer readable storage medium and a computer program product, and relates to the technical field of power safety. The method comprises the following steps: acquiring work information of a target electric power worker; under the condition that the work information comprises information corresponding to multiple channels, comparing the information corresponding to the channels, and when a comparison result is that information conflict exists, determining target work information from the work information; analyzing the target work information to obtain an analysis result; and when the analysis result has the behavior which does not conform to the safety condition, generating prompt information, and sending the prompt information to the terminal of the target power operator. By adopting the method, the supervision accuracy can be improved.

Description

Technical Field

[0001] The present application relates to the field of power safety technology, and in particular to a method, device, computer equipment, computer-readable storage medium and computer program product for safety monitoring of power workers. Background Art

[0002] The power system refers to a power supply system composed of power plants, transmission networks and distribution networks. It is one of the indispensable infrastructures in modern society. It provides people with electricity, supports economic development and convenience of life, and promotes social development and progress. When the power system equipment is running, power workers are required to maintain and inspect the equipment to ensure the normal operation of the power system. When the power system equipment is maintained and inspected, the power workers are required to strictly follow the safety operation manual to ensure the safety of the power workers. To this end, different forms of safety prevention and control methods and related supporting equipment are proposed to improve the safety of power workers' operations. The current safety control method is to control from within the enterprise, set regulatory regulations, and control the safety of power workers through inspection personnel or inspection equipment.

[0003] However, the current safety control methods for power workers and related supporting equipment are mainly aimed at power workers as a whole, resulting in the problem of low supervision accuracy. Summary of the invention

[0004] Based on this, it is necessary to provide a method, device, computer equipment, computer-readable storage medium and computer program product for safety monitoring of power workers that can improve the accuracy of supervision in response to the above-mentioned technical problems.

[0005] In a first aspect, the present application provides a method for safety monitoring of electric power workers, comprising:

[0006] Obtain work information of target power workers;

[0007] In the case where the work information includes information corresponding to multiple channels, the information corresponding to each of the channels is compared, and when the comparison result shows that there is information conflict, the target work information is determined from the work information;

[0008] Analyze the target work information to obtain analysis results;

[0009] When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated and sent to a terminal of the target power operator.

[0010] In one embodiment, when the comparison result shows that there is information conflict, determining the target work information from the work information includes:

[0011] When the comparison result shows that there is information conflict, determine the information priority of each channel;

[0012] Based on the information priority of each channel, determine the priority information from the conflicting information;

[0013] The priority information and other information without information conflict are combined into the target work information.

[0014] In one embodiment, when the comparison result shows that there is information conflict, determining the information priority of each channel includes:

[0015] Determine the information type corresponding to the information with information conflict; the information type includes mental state information and non-mental state information;

[0016] Determine the priority of information for each channel based on the type of information described.

[0017] In one embodiment, the work information includes information sent by at least one channel of the terminal of the target power operator, the terminals of other power operators, and the image acquisition device, and determining the information priority of each channel according to the information type includes:

[0018] If the information type corresponding to the information with information conflict is mental state information, determine the information priority of each channel so that the information priority corresponding to the terminal of the other power operation personnel and the image acquisition device is greater than the information priority corresponding to the terminal of the target power operation personnel;

[0019] If the information type corresponding to the information in which there is information conflict is non-mental state information, the information priority of each channel is determined to be that the information priority corresponding to the terminal of the target power operator is greater than the information priority corresponding to the terminals of other power operators, and the information priority corresponding to the terminals of other power operators is greater than the information priority corresponding to the image acquisition device.

[0020] In one embodiment, the analyzing the target work information to obtain the analysis result includes:

[0021] For the text information in the target work information, a natural language analysis model is used to analyze the text information to obtain an analysis result;

[0022] For the image information in the target work information, an image recognition model is used to analyze the image information to obtain an analysis result.

[0023] In one embodiment, when the analysis result shows a behavior that does not meet the safety condition, generating a prompt message includes:

[0024] When the analysis result shows a behavior that does not meet the safety conditions, determining the safety risk type of the target power operation personnel according to the analysis result corresponding to the target work information;

[0025] According to the security risk type, prompt information including a corresponding risk correction strategy is generated.

[0026] In a second aspect, the present application also provides a safety monitoring device for electric power workers, comprising:

[0027] An information acquisition module, used to acquire work information of a target power operator; the work information includes information sent by at least one channel among a terminal of the target power operator, terminals of other power operators and an image acquisition device;

[0028] An information determination module, for comparing the information corresponding to each of the channels when the work information includes information corresponding to multiple channels, and determining target work information from the work information when the comparison result shows that there is information conflict;

[0029] An information analysis module, used to analyze the target work information and obtain analysis results;

[0030] The information prompt module is used to generate prompt information when the analysis result shows a behavior that does not meet the safety conditions, and send the prompt information to the terminal of the target power operation personnel.

[0031] In a third aspect, the present application further provides a computer device, including a memory and a processor, wherein the memory stores a computer program, and when the processor executes the computer program, the following steps are implemented:

[0032] Acquire work information of a target power operator; the work information includes information sent by at least one channel among a terminal of the target power operator, terminals of other power operators, and an image acquisition device;

[0033] In the case where the work information includes information corresponding to multiple channels, the information corresponding to each of the channels is compared, and when the comparison result shows that there is information conflict, the target work information is determined from the work information;

[0034] Analyze the target work information to obtain analysis results;

[0035] When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated and sent to a terminal of the target power operator.

[0036] In a fourth aspect, the present application further provides a computer-readable storage medium having a computer program stored thereon, wherein when the computer program is executed by a processor, the following steps are implemented:

[0037] Acquire work information of a target power operator; the work information includes information sent by at least one channel among a terminal of the target power operator, terminals of other power operators, and an image acquisition device;

[0038] In the case where the work information includes information corresponding to multiple channels, the information corresponding to each of the channels is compared, and when the comparison result shows that there is information conflict, the target work information is determined from the work information;

[0039] Analyze the target work information to obtain analysis results;

[0040] When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated and sent to a terminal of the target power operator.

[0041] In a fifth aspect, the present application further provides a computer program product, including a computer program, which implements the following steps when executed by a processor:

[0042] Acquire work information of a target power operator; the work information includes information sent by at least one channel among a terminal of the target power operator, terminals of other power operators, and an image acquisition device;

[0043] In the case where the work information includes information corresponding to multiple channels, the information corresponding to each of the channels is compared, and when the comparison result shows that there is information conflict, the target work information is determined from the work information;

[0044] Analyze the target work information to obtain analysis results;

[0045] When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated and sent to a terminal of the target power operator.

[0046] The above-mentioned method, device, computer equipment, computer-readable storage medium and computer program product for monitoring the safety of electric power workers obtain the work information of the target electric power workers. When the work information includes information corresponding to multiple channels, the information corresponding to each channel is compared. When the comparison result shows that there is information conflict, the target work information is determined from the work information, so that the acquired work information is determined from multiple perspectives, which improves the comprehensiveness and objectivity of the information, and the target work information is screened out to be more in line with the actual operation of the target electric power workers. The target work information is analyzed to obtain an analysis result; when the analysis result shows that there is a behavior that does not meet the safety conditions, a prompt information is generated, and the prompt information is sent to the terminal of the target electric power worker, so as to prompt the safety problem of the target electric power worker in time, and the problem can be corrected in time to avoid the occurrence of operational hazards. In summary, by obtaining the work information of the target electric power worker from multiple channels, the comprehensiveness of the information is improved. And when there is information conflict in the work information of each channel, more accurate target work information is screened out, and further analysis and judgment are performed based on the target work information, and the safety problem of the target electric power worker is prompted, which can improve the accuracy of safety monitoring of the electric power workers and ensure the safety of the electric power workers. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] In order to more clearly illustrate the technical solutions in the embodiments of the present application or related technologies, the drawings required for use in the embodiments of the present application or related technical descriptions will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0048] FIG1 is a diagram of an application environment of a method for safety monitoring of electric power workers in one embodiment;

[0049] FIG2 is a schematic diagram of a flow chart of a method for safety monitoring of electric power workers in one embodiment;

[0050] FIG3 is a schematic flow chart of a step of determining priority information in one embodiment;

[0051] FIG4 is a block diagram of a safety monitoring device for electric power workers in one embodiment;

[0052] FIG. 5 is a diagram showing the internal structure of a computer device in one embodiment. DETAILED DESCRIPTION

[0053] In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.

[0054] The safety monitoring method for electric power workers provided in the embodiment of the present application can be applied in the application environment shown in FIG1. ​​The application scenario includes: a terminal 102 of the target electric power worker, a server 104, a terminal 106 of other electric power workers, an image acquisition device 108, and a data storage system. Among them, the terminal 102 of the target electric power worker, the terminal 106 of other electric power workers, and the image acquisition device 108 can communicate with the server 104 through the network. The data storage system can store the data that the server 104 needs to process. The data storage system can be integrated on the server 104, or it can be placed on the cloud or other network servers. The server 104 can be an independent physical server, or it can be a server cluster or distributed system composed of multiple physical servers. Among them, the terminal can be a mobile phone, a smart wearable device, a personal computer, etc. Among them, the image acquisition device can be a device with a camera function such as a monitor or a drone. The server 104 obtains the work information of the target electric power worker. Among them, the work information includes information sent by at least one channel of the terminal 102 of the target electric power worker, the terminal 106 of other electric power workers, and the image acquisition device 108. In the case where the work information includes information corresponding to multiple channels, the server 104 compares the information corresponding to each channel. When the comparison result shows that there is information conflict, the server 104 determines the target work information from the work information. Further, the server 104 analyzes the target work information to obtain an analysis result. When the analysis result shows that there is a behavior that does not meet the safety conditions, the server 104 generates a prompt message and sends the prompt message to the terminal 102 of the target power operation personnel.

[0055] In an exemplary embodiment, as shown in FIG2 , a method for safety monitoring of electric power workers is provided, which is described by taking the method applied to the server 104 in FIG1 as an example, and includes the following steps S202 to S208 . Among them:

[0056] Step S202, obtaining work information of target power operation personnel.

[0057] The work information includes information sent by at least one of the terminals of the target power operator, other power operators and image acquisition devices. The work information is information related to the work status of the target power operator at the power operation site.

[0058] The target power operation personnel may be any personnel working at the power operation site who needs to be monitored for safety.

[0059] Optionally, the server obtains work information for the target power operator including information sent from at least one channel including the terminal of the target power operator, terminals of other power operators and image acquisition equipment, so as to perform subsequent safety monitoring and analysis on the work information.

[0060] Step S204, when the work information includes information corresponding to multiple channels, the information corresponding to each channel is compared, and when the comparison result shows that there is an information conflict, the target work information is determined from the work information.

[0061] Among them, the target work information can be the work information that is more in line with the actual situation of the target power operation personnel, which is screened out from the work information according to preset rules when there is information conflict between the information corresponding to each channel.

[0062] The comparison result may be a result obtained after comparing the similarity of the information corresponding to each channel, including two results: the existence of information conflict and the absence of information conflict.

[0063] Optionally, when the work information includes information corresponding to multiple channels, the information corresponding to each channel is compared to obtain a comparison result. For example, the similarity between the information corresponding to each channel is calculated, or the information corresponding to each channel is extracted, and the extracted information is compared to see if it is consistent, to obtain a comparison result. When the information corresponding to each channel is consistent or the similarity is greater than or equal to a preset threshold, the comparison result is that there is no information conflict, and the information corresponding to all channels is taken as the target work information; when the information corresponding to each channel is inconsistent or the similarity is lower than the preset threshold, the comparison result is that there is an information conflict, and the target work information is filtered out from the work information according to the preset rules.

[0064] Step S206, analyzing the target work information to obtain analysis results.

[0065] The analysis result may be a result obtained by analyzing information characteristics in a manner corresponding to the type of target work information.

[0066] Optionally, the target work information is analyzed in a manner corresponding to the information type to obtain an analysis result. For example, if the work information is text information, the features and semantics in the work information are analyzed by text analysis technology to obtain the features and semantics corresponding to the work information and use them as the analysis result.

[0067] Step S208: When the analysis result shows that there is a behavior that does not meet the safety conditions, a prompt message is generated and sent to the terminal of the target power operator.

[0068] Among them, the safety conditions can be the safety operation standards corresponding to the safety operation specifications, protective equipment wearing specifications, etc. of power workers during the power operation process specified in the safety regulations for power site operations.

[0069] The prompt information may be an alarm message to the target power operator, and may include information such as the risk problems currently faced by the monitored target power operator and suggestions for solving the risk problems.

[0070] Optionally, when the analysis results of the target work information show behaviors that do not meet safety conditions, the server generates prompt information including risk issues and corresponding solution suggestions, and sends the prompt information to the terminal of the target power operation personnel.

[0071] In the above-mentioned method for monitoring the safety of electric power workers, by obtaining the work information of the target electric power workers, when the work information includes information corresponding to multiple channels, the information corresponding to each channel is compared. When the comparison result shows that there is an information conflict, the target work information is determined from the work information, so that the obtained work information is determined from multiple perspectives, which improves the comprehensiveness and objectivity of the information, and the target work information is screened out to be more in line with the actual operation of the target electric power workers. The target work information is analyzed to obtain the analysis result; when the analysis result shows that there is a behavior that does not meet the safety conditions, a prompt information is generated, and the prompt information is sent to the terminal of the target electric power worker, so as to prompt the safety problem of the target electric power worker in time, and the problem can be corrected in time to avoid the occurrence of operational hazards. In summary, by obtaining the work information of the target electric power worker from multiple channels, the comprehensiveness of the information is improved. And when there is an information conflict in the work information of each channel, more accurate target work information is screened out, and further analysis and judgment are performed based on the target work information, and the safety problem of the target electric power worker is prompted, which can improve the accuracy of safety monitoring of the electric power workers and ensure the safety of the electric power workers.

[0072] In an exemplary embodiment, as shown in FIG3 , when the comparison result shows that there is information conflict, step S204 determines the target work information from the work information, including the following steps S302 to S306 . Among them:

[0073] Step S302: When the comparison result shows that there is information conflict, the information priority of each channel is determined.

[0074] Among them, the information priority can be the order in which information from various channels can be filtered into target work information.

[0075] Optionally, when the comparison result of the information corresponding to each channel is that there is an information conflict, the priority of the information corresponding to each channel is determined.

[0076] Step S304: based on the information priorities of the various channels, determine the priority information from the information with information conflicts.

[0077] The information with information conflict is determined in the following manner: if the same information type is included in the information corresponding to each channel, and the information of this type is inconsistent in each channel or the similarity is lower than a threshold, the information of this type is determined as information with information conflict. The priority information may be the information with the highest priority from the channel corresponding to the information with information conflict.

[0078] Optionally, it is determined that there is information conflict in the information corresponding to each channel, and according to the information priority of each channel, the information conflicting in the channel corresponding to the highest information priority is determined as the priority information. For example, the priority of channel A is greater than that of channel B, and the information corresponding to channel A and the information corresponding to channel B both include type a information and type b information, and there is information conflict between type b information in channel A and channel B, then the type b information included in the information corresponding to channel A is used as the priority information.

[0079] Step S306, combining the priority information and other information without information conflict into target work information.

[0080] Optionally, the priority information and other information that does not conflict with the information corresponding to each channel are combined into the target work information. Referring to the example of step S304, the information corresponding to channel A includes type a information and the information corresponding to channel B includes type a information, and the target work information includes priority information: type b information included in the information corresponding to channel A, and other information: type a information included in the information corresponding to channel A and type a information included in the information corresponding to channel B.

[0081] In this embodiment, when the comparison result shows that there is information conflict, the information priority of each channel is determined, and based on the information priority of each channel, priority information is determined from the information with information conflict, and the priority information and other information without information conflict are combined to form the target work information. In this way, the target work information closest to the actual work situation is selected for the target power operation personnel, and the accuracy of the obtained information is improved.

[0082] In an exemplary embodiment, when the comparison result shows that there is information conflict, step S302 determines the information priority of each channel, including:

[0083] Determine the information type corresponding to the information with information conflict; determine the information priority of each channel based on the information type.

[0084] Among them, the information types include mental state information and non-mental state information. The non-mental state information includes the personal information of the target power workers, the type of power work they participated in, the wearing information and the operation information. Among them, the personal information of the target power workers includes the name, age, type of work, contact information and other basic information of the target power workers. Among them, the type of power work they participated in includes high-voltage power work, low-voltage power work, explosion-proof work, live work, etc. Among them, the wearing information includes what equipment the power workers wore, such as insulating caps, insulating gloves, etc.; among them, the operation information includes irregular operation information and irregular behavior information. For example, unqualified work, live work in thunderstorms, and high-altitude work in windy weather are related to their own work. These behaviors belong to irregular operation information, and behaviors such as standing under the crane and working with dense personnel without paying attention to on-site construction safety belong to irregular behavior information.

[0085] Optionally, the server determines the information type corresponding to the information with information conflict, and determines the information priority of each channel according to the information type. Specifically, each channel may include multiple types of information, and the information priority of each channel is different under different information types.

[0086] In this embodiment, the information type corresponding to the information with information conflict is determined, and the information priority of each channel corresponding to the information is determined according to the information type, which further improves the accuracy of the information and thus improves the accuracy of safety monitoring of power workers.

[0087] In an exemplary embodiment, the above embodiment determines the information priority of each channel according to the information type, including:

[0088] If the information type corresponding to the information with information conflict is mental state information, the information priority of each channel is determined to be that the information priority corresponding to the terminals of other power workers and the image acquisition device is higher than the information priority corresponding to the terminal of the target power worker; if the information type corresponding to the information with information conflict is non-mental state information, the information priority of each channel is determined to be that the information priority corresponding to the terminal of the target power worker is higher than the information priority corresponding to the terminals of other power workers, and the information priority corresponding to the terminals of other power workers is higher than the information priority corresponding to the image acquisition device.

[0089] Among them, the mental state information can be the mental state of the power operator during work, such as health status, whether working in fatigue, whether working violently, etc.

[0090] Optionally, if the type of information in which there is an information conflict is mental state information, and if the mental state information is provided by the target power operator himself, the strong subjectivity will result in a lower accuracy of this type of information. Therefore, the priority of each channel is determined at this time so that the information priority corresponding to the terminal and image acquisition device of other power operators is greater than the information priority corresponding to the terminal of the target power operator. If the type of information corresponding to the information in which there is an information conflict is non-mental state information, the information provided by the target power operator himself through the terminal is closer to the actual situation. Therefore, the information priority of each channel is determined so that the information priority corresponding to the terminal of the target power operator is greater than the information priority corresponding to the terminals of other power operators, and the information priority corresponding to the terminals of other power operators is greater than the information priority corresponding to the image acquisition device.

[0091] In this embodiment, it is taken into consideration that information types with information conflicts may be affected by subjectivity, and thus information priorities corresponding to different channels are set for different information types, thereby further improving the accuracy of the screened target information.

[0092] In an exemplary embodiment, step S206 analyzes the target work information to obtain analysis results, including:

[0093] For the text information in the target work information, a natural language analysis model is used to analyze the text information to obtain an analysis result; for the image information in the target work information, an image recognition model is used to analyze the image information to obtain an analysis result.

[0094] Among them, the natural language analysis model can be an artificial intelligence model that processes and understands human language and can classify text into different subject categories. Among them, the image recognition model can be an artificial intelligence model that learns to extract features from images and is used to analyze and understand the image content. The image recognition model and the natural language processing model are trained using historical power operation data. The historical power operation data can be the operation data of the operating staff corresponding to the personal risks monitored in the power operation in the historical time period, the environmental data of the operation site, the operation data of the equipment, etc.

[0095] Optionally, for the text information in the target work information, a natural language processing model is used to perform semantic analysis on the personal risk monitoring information to obtain an analysis result. For example, the text in the text information is classified based on whether there is a safety problem and the risk category of the safety problem, and the recognition result is generated according to the classified text category. For the image information in the target work information, an image recognition model is used to analyze the image information to obtain an analysis result. Specifically, image recognition is to perform human contour edge detection on the image information, and perform human skeleton estimation processing on the detected human contour edge map to obtain a posture key point map of the target power operation worker. The posture key point map of the target power operation worker is compared with the pre-established working mode posture map, and compared with the pre-established working wear conditions, so as to determine whether there are safety problems such as improper operating actions and omissions in wearable devices in the image information.

[0096] In this embodiment, different recognition models are used to respectively identify different types of target work information, so that the method of processing the target work information is more comprehensive, which not only improves the accuracy of security problem monitoring, but also improves the efficiency of identifying security problems.

[0097] In an exemplary embodiment, in step S208, when the analysis result shows that there is a behavior that does not meet the safety condition, a prompt message is generated, including:

[0098] When the analysis results show behaviors that do not meet safety conditions, the safety risk type of the target power operator is determined based on the analysis results corresponding to the target work information; and prompt information including corresponding risk correction strategies is generated based on the safety risk type.

[0099] Among them, risk correction strategies can be methods to solve corresponding types of safety risks, such as safety skills training for staff, adjusting working hours, setting up risk warning signs, setting up safety fences, improving equipment settings and protective equipment, and specifying safety regulations and systems and implementing them in place.

[0100] Optionally, when the analysis results show behaviors that do not meet safety conditions, the server determines the safety risk type of the target power operator based on the analysis results corresponding to the target work information, and retrieves a pre-built relationship table of safety risk types and corresponding risk correction strategies based on the safety risk type, determines the risk correction strategy corresponding to the safety risk type, and generates prompt information including the corresponding risk correction strategy, so that the power operator can make corrections based on the prompt information to avoid risks.

[0101] In this embodiment, clarifying the safety risk type and determining the corresponding risk correction strategy can allow operators to take timely measures to reduce the occurrence of accidents.

[0102] In an exemplary embodiment, a method for enhancing power system security is provided, which specifically includes:

[0103] Optionally, the above-mentioned methods of personalized collection of work information of the target power worker include the following three: the power worker himself provides relevant work information; the power worker's colleagues (corresponding to other power workers in the above embodiment) provide relevant work information; collect work photos of the power worker in the process of performing power work, and analyze the work photos to obtain relevant work information.

[0104] Among them, the personal information of the power workers needs to be provided by the power workers themselves. The personal information of the power workers includes their name, age, type of work, contact information and other basic information. The power workers themselves can also provide information on the type of power work they participate in each time, the power workers' clothing information, and the power workers' operation information based on their own understanding. The power work type information includes high-voltage power work, low-voltage power work, explosion-proof work, live work, etc. The power workers' clothing information includes what equipment the power workers wear, such as insulating hats, insulating gloves, etc. The power workers' operation information includes information on irregular operations and irregular behavior. For example, unqualified operations, live operations on rainy days, and high-altitude operations in windy weather are related to their own operations, which belong to irregular operation information. Behaviors that do not pay attention to on-site construction safety, such as standing under a crane and working in crowded places, belong to irregular behavior information.

[0105] Mental state information refers to the mental state before and during each operation. Mental state is relatively objective when evaluated by others. It can be provided by the colleagues of the power operator or obtained through analysis of the photos collected during the power operation of the power operator. In addition, the information provided by the colleagues of the power operator also includes the personal information of the power operator, the type of power operation each time, the clothing information of the power operator, and the operation information of the power operator. This information can also be collected when analyzing the operation photos, so that the information collection is more comprehensive and accurate.

[0106] In addition, the work information provided by the power worker himself, the work information provided by the power worker's colleagues, and the work information obtained by analyzing the work photos may have different descriptions of the same information. In this case, when the collected work information conflicts, the relevant work information provided by the power worker himself takes precedence over the relevant work information provided by the power worker's colleagues, and the relevant work information provided by the power worker's colleagues takes precedence over obtaining the relevant work information by analyzing the work photos. This priority has a better credibility.

[0107] Optionally, the above analysis of the work photos to obtain relevant work information includes: analyzing the work photos by manual analysis and image analysis model analysis, extracting the personal information of the power workers shown in the work photos, the type of power work they participated in each time, the mental state evaluation information, the wear information of the power workers, and the operation information of the power workers. The manual analysis method is to arrange a special person to browse and check the work photos. This method is labor-intensive and costly, and is only an auxiliary means. In the image analysis model analysis method, a mature model can be used, such as a U-Net image segmentation model trained with power work data, and the model is used to search and identify the personal information of the power workers, the type of power work they participated in each time, the mental state evaluation information, the wear information of the power workers, the operation information of the power workers, etc. By adopting the image analysis model analysis method, the analysis cost is reduced, and data can be processed on a large scale.

[0108] Optionally, when the collected work information of power workers is analyzed individually, a natural language analysis model is used for intelligent automatic analysis, and risk warning information is automatically generated. The analysis by the natural language analysis model improves the efficiency and scale of data analysis, and is suitable for providing personalized safety prevention and control suggestions for a large number of employees in power companies.

[0109] In this embodiment, the method for enhancing the power system operation safety collects the work information of the power workers in a personalized manner, and then performs personalized analysis on the collected work information of the power workers. Based on the past operation information such as the type of power operation participated by the power workers each time, the mental state assessment information, the power workers' wearing information, and the power workers' operation information, the work safety of the power workers can be personalized analyzed, thereby finding out unsafe behaviors and forming risk warning information. The power workers can make self-corrections through the risk warning information to avoid similar behaviors, thereby enhancing the power workers' later operation safety.

[0110] It should be understood that, although the various steps in the flowcharts involved in the above-mentioned embodiments are displayed in sequence according to the indication of the arrows, these steps are not necessarily executed in sequence according to the order indicated by the arrows. Unless there is a clear explanation in this article, the execution of these steps does not have a strict order restriction, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-mentioned embodiments can include multiple steps or multiple stages, and these steps or stages are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily to be carried out in sequence, but can be executed in turn or alternately with other steps or at least a part of the steps or stages in other steps.

[0111] Based on the same inventive concept, the embodiment of the present application also provides a power worker safety monitoring device for implementing the power worker safety monitoring method involved above. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme recorded in the above method, so the specific limitations in one or more power worker safety monitoring device embodiments provided below can refer to the limitations of the power worker safety monitoring method above, and will not be repeated here.

[0112] In an exemplary embodiment, as shown in FIG. 4 , a safety monitoring device 400 for electric power workers is provided, comprising: an information acquisition module 402 , an information determination module 404 , an information analysis module 406 , and an information prompt module 408 , wherein:

[0113] The information acquisition module 402 is used to acquire the work information of the target power operation personnel; the work information includes information sent by at least one channel among the terminal of the target power operation personnel, the terminals of other power operation personnel and the image acquisition device.

[0114] The information determination module 404 is used to compare the information corresponding to each channel when the work information includes information corresponding to multiple channels, and when the comparison result shows that there is information conflict, determine the target work information from the work information.

[0115] The information analysis module 406 is used to analyze the target work information and obtain analysis results.

[0116] The information prompt module 408 is used to generate prompt information when the analysis results show that there is a behavior that does not meet the safety conditions, and send the prompt information to the terminal of the target power operation personnel.

[0117] Furthermore, in one embodiment, the information determination module 404 is also used to determine the information priority of each channel when the comparison result shows that there is an information conflict; based on the information priority of each channel, determine the priority information from the information with information conflict; and combine the priority information and other information without information conflict into target work information.

[0118] Furthermore, in one embodiment, the information determination module 404 is also used to determine the information type corresponding to the information with information conflict; the information type includes mental state information and non-mental state information; and the information priority of each channel is determined according to the information type.

[0119] Further, in one embodiment, the information determination module 404 is also used to determine, if the information type corresponding to the information in which there is an information conflict is mental state information, that the information priority of each channel is such that the information priority corresponding to the terminals of other power workers and the image acquisition device is greater than the information priority corresponding to the terminal of the target power worker; if the information type corresponding to the information in which there is an information conflict is non-mental state information, that the information priority of each channel is such that the information priority corresponding to the terminal of the target power worker is greater than the information priority corresponding to the terminals of other power workers, which is greater than the information priority corresponding to the image acquisition device.

[0120] Furthermore, in one embodiment, the information analysis module 406 is also used to analyze the text information in the target work information using a natural language analysis model to obtain an analysis result; and to analyze the image information in the target work information using an image recognition model to obtain an analysis result.

[0121] Furthermore, in one embodiment, the information prompt module 408 is also used to determine the safety risk type of the target power operation personnel according to the analysis results corresponding to the target work information when the analysis results show behaviors that do not meet the safety conditions; and generate prompt information including corresponding risk correction strategies according to the safety risk type.

[0122] Each module in the above-mentioned power worker safety monitoring device 400 can be implemented in whole or in part by software, hardware, or a combination thereof. Each of the above-mentioned modules can be embedded in or independent of a processor in a computer device in the form of hardware, or can be stored in a memory in a computer device in the form of software, so that the processor can call and execute operations corresponding to each of the above modules.

[0123] In an exemplary embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be shown in FIG5. The computer device includes a processor, a memory, an input / output interface (Input / Output, referred to as I / O) and a communication interface. The processor, the memory and the input / output interface are connected via a system bus, and the communication interface is connected to the system bus via the input / output interface. The processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store data such as work information, target work information, analysis results and prompt information. The input / output interface of the computer device is used to exchange information between the processor and an external device. The communication interface of the computer device is used to communicate with an external terminal through a network connection. When the computer program is executed by the processor, a method for safety monitoring of power workers is implemented.

[0124] Those skilled in the art will understand that the structure shown in FIG. 5 is merely a block diagram of a partial structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may include more or fewer components than shown in the figure, or combine certain components, or have a different arrangement of components.

[0125] In one embodiment, a computer device is further provided, including a memory and a processor, wherein a computer program is stored in the memory, and the processor implements the steps in the above method embodiments when executing the computer program.

[0126] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps in the above-mentioned method embodiments are implemented.

[0127] In one embodiment, a computer program product is provided, including a computer program, which implements the steps in the above method embodiments when executed by a processor.

[0128] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of relevant data must comply with relevant regulations.

[0129] A person of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment method can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to the memory, database or other medium used in the embodiments provided in the present application can include at least one of non-volatile memory and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetic random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM). The database involved in each embodiment provided in this application may include at least one of a relational database and a non-relational database. Non-relational databases may include distributed databases based on blockchains, etc., but are not limited to this. The processor involved in each embodiment provided in this application may be a general-purpose processor, a central processing unit, a graphics processor, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, an artificial intelligence (AI) processor, etc., but are not limited to this.

[0130] The technical features of the above embodiments may be combined arbitrarily. To make the description concise, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this application.

[0131] The above-described embodiments only express several implementation methods of the present application, and the descriptions thereof are relatively specific and detailed, but they cannot be understood as limiting the scope of the present application. It should be pointed out that, for a person of ordinary skill in the art, several variations and improvements can be made without departing from the concept of the present application, and these all belong to the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the attached claims.

Claims

1. A method for safety monitoring of electric power workers, characterized in that: The method comprises: Obtain work information of target power workers; In the case where the work information includes information corresponding to multiple channels, the information corresponding to each of the channels is compared, and when the comparison result shows that there is information conflict, the target work information is determined from the work information; Analyze the target work information to obtain analysis results; When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated and sent to a terminal of the target power operator.

2. The method according to claim 1, characterized in that When the comparison result shows that there is information conflict, determining target work information from the work information includes: When the comparison result shows that there is information conflict, determine the information priority of each channel; Based on the information priority of each channel, determine the priority information from the conflicting information; The priority information and other information without information conflict are combined into the target work information.

3. The method according to claim 2, characterized in that When the comparison result shows that there is information conflict, determining the information priority of each channel includes: Determine the information type corresponding to the information with information conflict; the information type includes mental state information and non-mental state information; Determine the priority of information for each channel based on the type of information described.

4. The method according to claim 3, characterized in that The work information includes information sent by the terminal of the target power operator, terminals of other power operators and various channels in the image acquisition device; Determining the information priority of each channel according to the information type includes: If the information type corresponding to the information with information conflict is mental state information, determine the information priority of each channel so that the information priority corresponding to the terminal of the other power operation personnel and the image acquisition device is greater than the information priority corresponding to the terminal of the target power operation personnel; If the information type corresponding to the information in which there is information conflict is non-mental state information, the information priority of each channel is determined to be that the information priority corresponding to the terminal of the target power operator is greater than the information priority corresponding to the terminals of other power operators, and the information priority corresponding to the terminals of other power operators is greater than the information priority corresponding to the image acquisition device.

5. The method according to claim 1, characterized in that The step of analyzing the target work information to obtain analysis results includes: For the text information in the target work information, a natural language analysis model is used to analyze the text information to obtain an analysis result; For the image information in the target work information, an image recognition model is used to analyze the image information to obtain an analysis result.

6. The method according to claim 1, characterized in that When the analysis result shows a behavior that does not meet the safety conditions, a prompt message is generated, including: When the analysis result shows a behavior that does not meet the safety conditions, determining the safety risk type of the target power operation personnel according to the analysis result corresponding to the target work information; According to the security risk type, prompt information including a corresponding risk correction strategy is generated.

7. A safety monitoring device for electric power workers, characterized in that: The device comprises: An information acquisition module, used to acquire work information of a target power operator; the work information includes information sent by at least one channel among a terminal of the target power operator, terminals of other power operators and an image acquisition device; An information determination module, for comparing the information corresponding to each of the channels when the work information includes information corresponding to multiple channels, and determining target work information from the work information when the comparison result shows that there is information conflict; An information analysis module, used to analyze the target work information and obtain analysis results; The information prompt module is used to generate prompt information when the analysis result shows a behavior that does not meet the safety conditions, and send the prompt information to the terminal of the target power operation personnel.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, wherein: When the processor executes the computer program, the steps of the method according to any one of claims 1 to 6 are implemented.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 6 are implemented.

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