Real-time monitoring system for electric power operation

Abstract

The invention provides an electric power operation real-time monitoring system, and the system comprises an environment monitoring device which is used for monitoring the operation environment of electric power operation of a worker, and obtaining environment monitoring data; the human body monitoring device is used for monitoring vital signs of the worker in the electric power operation process to obtain vital sign data; the violation monitoring device is used for monitoring an operation image in the electric power operation process of a worker and identifying violation operation in the operation image to obtain operation violation data; and the alarm device is used for receiving the environment monitoring data, the vital sign data and the violation operation data and giving an alarm according to the environment monitoring data, the vital sign data and the violation operation data. The system solves the problem of low supervision efficiency of manual power operation in the prior art.

Description

Technical Field

[0001] The present invention relates to the technical field of power operation violation monitoring, and in particular to a power operation real-time monitoring system. Background Art

[0002] In the field of power operations, safety is of vital importance. When power workers are working under high-voltage power lines, an accident may cause serious casualties and property losses. Therefore, real-time monitoring of the safety of power operations has become a hot topic in the current field of power operations.

[0003] Traditional power operation monitoring methods mainly rely on manual inspections and surveillance cameras. As the number of power operations increases, due to the large number of work bases, more safety inspectors are needed to assist in visual inspections. Safety inspectors cannot inspect every power operation, resulting in inadequate and incomplete inspections.

[0004] The use of surveillance cameras in power operations has the disadvantages of limited monitoring range, poor monitoring effect, poor real-time performance, and inability to conduct intelligent analysis and early warning. Traditional technologies have many limitations in monitoring violations and cannot meet the requirements of real-time monitoring and effective prevention of violations in power operations.

[0005] In summary, the existing technology has many limitations in the monitoring of illegal power operations, which cannot meet the real-time monitoring and effective prevention of illegal power operations, and cannot solve the problem of low efficiency of manual supervision of power operations. Summary of the invention

[0006] The main purpose of the present application is to provide a real-time monitoring system for power operations, so as to at least solve the problem of low efficiency of manual supervision of power operations in the prior art.

[0007] In order to achieve the above-mentioned purpose, according to one aspect of the present application, a real-time monitoring system for power operations is provided, comprising: an environment monitoring device, the environment monitoring device is used to monitor the working environment of the staff performing power operations and obtain environment monitoring data; a human monitoring device, the human monitoring device is used to monitor the vital signs of the staff during the power operations and obtain vital signs data; a violation monitoring device, the violation monitoring device is used to monitor the operation images of the staff during the power operations and identify the illegal operations therein to obtain operation violation data; an alarm device, used to receive the environment monitoring data, the vital signs data and the illegal operation data, and to issue an alarm based on the environment monitoring data, the vital signs data and the illegal operation data.

[0008] Optionally, the environmental monitoring device includes: a fixed base; a height rod connected to the fixed base and used to measure the working height; an environmental display platform installed on one side of the middle part of the height rod, used to display the environmental monitoring data and send it to the background; a power box installed on one side of the middle part of the height rod, used to power the environmental display platform.

[0009] Optionally, the environmental monitoring device also includes: a top plate connected to the top of the height rod; a waterproof frame fixedly installed on the top of the top plate to prevent the environmental display table and the power box from getting damp; a movable seat slidably connected to the height rod to stabilize the height rod; a self-locking telescopic rod rotatably connected to the movable seat and the fixed base respectively to adjust the movable seat.

[0010] Optionally, the environmental display station includes: an environmental display screen for displaying the environmental monitoring data; an environmental monitoring sensor for monitoring environmental parameters during power operation through multiple sensors to obtain the environmental monitoring data, wherein the environmental parameters include humidity, temperature and wind speed.

[0011] Optionally, the human body monitoring device includes: a processor module; a sweat sensor electrically connected to the processor module, used to monitor the chemical composition of the sweat of the staff during the electrical work, and transmit it to the processor module; a human body posture sensor electrically connected to the processor module, used to monitor the acceleration experienced by the staff during the electrical work, the inclination angle between the spine and the direction of gravity acceleration, and the roll angle, pitch angle and heading angle of the human body, and send them to the processor module; a communication module electrically connected to the processor module, used to receive the vital signs data generated by the processor module based on the data transmitted by the sweat sensor and the human body posture sensor, and send it to the background.

[0012] Optionally, the human body monitoring device also includes: a memory module, electrically connected to the processor module, for storing the vital signs data generated by the processor module; a power module, electrically connected to the processor module, the sweat sensor, the human body posture sensor, the communication module and the memory module, for supplying power to the processor module, the sweat sensor, the human body posture sensor, the communication module and the memory module.

[0013] Optionally, the violation monitoring device includes: a sample collection module, which is used to collect actual operation images of different operations performed by staff during power operations, classify and mark them, and send them to a model building module; the model building module is used to train a violation behavior recognition model based on the actual operation images; a video monitoring module, which is used to capture real-time images of the power operation process performed by staff, and identify them based on the violation behavior recognition model to obtain the operation violation data.

[0014] Optionally, the violation monitoring device further includes: a violation recording module, which is used to store the operation violation data.

[0015] Optionally, the alarm device includes: an alarm platform, a suction cup is fixedly installed on the corner of the alarm platform for fixing the alarm device; an alarm connected to the alarm platform, and used to alarm according to the environmental monitoring data, the vital signs data and the illegal operation data.

[0016] Optionally, identification is performed according to the traffic violation identification model to obtain the operation violation data, including: extracting features of the actual operation image through a CNN neural network, and inputting the features obtained by the feature extraction into an RPN neural network to obtain a candidate area; inputting the candidate area into a FAST R-CNN neural network to obtain a labeling box; adjusting parameters of the RPN neural network based on the labeling box; re-determining the candidate area for the actual operation image based on the updated RPN neural network; fixing the convolution layer parameters of the FAST R-CNN neural network, and adjusting the fully connected layer parameters of the FAST R-CNN neural network based on the updated candidate area; identifying and classifying the actual operation image based on the updated FAST R-CNN neural network to obtain the operation violation data.

[0017] Applying the technical solution of the present application, in the above-mentioned real-time monitoring system for electric power operations, it includes: an environment monitoring device, the above-mentioned environment monitoring device is used to monitor the working environment of the staff performing electric power operations and obtain environment monitoring data; a human monitoring device, the above-mentioned human monitoring device is used to monitor the vital signs of the above-mentioned staff during the electric power operations and obtain vital signs data; a violation monitoring device, the above-mentioned violation monitoring device is used to monitor the operation images of the above-mentioned staff during the electric power operations and identify the illegal operations therein to obtain operation violation data; an alarm device is used to receive the above-mentioned environment monitoring data, the above-mentioned vital signs data and the illegal operation data, and to alarm according to the above-mentioned environment monitoring data, the above-mentioned vital signs data and the illegal operation data. The present application proposes a real-time monitoring system for electric power operations, which realizes real-time automatic monitoring of the working environment of electric power operations, the physical state of the staff and the illegal operations, and solves the problem of low efficiency of manual supervision of electric power operations in the prior art. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] Figure 1 A schematic diagram of the structure of a real-time monitoring system for electric power operations provided according to an embodiment of the present application is shown;

[0019] Figure 2 A perspective view of an environment monitoring device provided according to an embodiment of the present application is shown;

[0020] Figure 3 A structural block diagram of a human body monitoring device provided according to an embodiment of the present application is shown;

[0021] Figure 4 A structural block diagram of a traffic violation monitoring device provided according to an embodiment of the present application is shown;

[0022] Figure 5 A stereoscopic view of an alarm device provided according to an embodiment of the present application is shown.

[0023] The above drawings include the following reference numerals:

[0024] 1. Fixed base; 2. Height rod; 3. Self-locking telescopic rod; 4. Movable seat; 5. Power box; 6. Environmental display table; 7. Environmental display screen; 8. Environmental monitoring sensor; 9. Top plate; 10. Waterproof frame; 11. Alarm table; 12. Suction cup; 13. Alarm. DETAILED DESCRIPTION

[0025] It should be noted that, in the absence of conflict, the embodiments and features in the embodiments of the present application can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and in combination with the embodiments.

[0026] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present application.

[0027] It should be noted that the terms "first", "second", etc. in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present application described here. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0028] As introduced in the background technology, the existing technology has problems with inadequate and incomplete supervision in the monitoring of violations in power operations, which cannot meet the real-time monitoring and effective prevention of violations in power operations. In order to solve the problem of low efficiency of manual supervision of power operations in the existing technology, an embodiment of the present application provides a real-time monitoring system for power operations.

[0029] The technical solutions in the embodiments of the present invention will be described clearly and completely below in conjunction with the accompanying drawings in the embodiments of the present invention.

[0030] Figure 1 FIG. 1 shows a schematic diagram of a real-time monitoring system for electric power operations according to an embodiment of the present application. Figure 1 As shown, a real-time monitoring system for electric power operations includes: an environment monitoring device, a human monitoring device, a violation monitoring device, and an alarm device.

[0031] The above-mentioned environmental monitoring device is used to monitor the working environment of the staff performing power operations and obtain environmental monitoring data;

[0032] Specifically, the environmental monitoring device monitors the working environment of the staff performing power operations in real time, identifies environmental risks and collects perception data at the power operation site, implements on-site monitoring and environmental risk warnings based on the perception data, and transmits the on-site environmental data and environmental risk warnings back to the remote monitoring center. Through the collection and analysis of environmental monitoring data, the system can promptly detect potential safety risks, provide warnings and alarms, so as to ensure the safety and stability of the power operation environment.

[0033] The human body monitoring device is used to monitor the vital signs of the above-mentioned workers during the electrical operation to obtain vital sign data;

[0034] Specifically, the human body monitoring device monitors the vital signs of power workers in real time and sends the vital signs of power workers to the remote monitoring center. The remote monitoring center identifies abnormal physical conditions of the workers based on the preset personnel health model and the vital signs of the workers, and feeds back the abnormal conditions to the power workers. Through real-time monitoring and analysis of vital signs data, the system can promptly detect changes in the physical condition of the staff, provide early warnings and alarms, and ensure the health and safety of power workers.

[0035] The violation monitoring device is used to monitor the operation images of the staff during the power operation and identify the violation operations therein to obtain the operation violation data;

[0036] Specifically, the operation images of workers during power operations are monitored in real time, and the operations are identified and analyzed to obtain operation violation data.

[0037] The alarm device is used to receive the environmental monitoring data, the vital signs data and the illegal operation data, and to issue an alarm based on the environmental monitoring data, the vital signs data and the illegal operation data.

[0038] Specifically, by receiving environmental monitoring data, vital signs data and illegal operation data, the data is comprehensively analyzed and compared, and intelligent judgment is made based on abnormal conditions in the environmental monitoring data, changes in the physiological indicators of staff and illegal operations, and illegal power operations are alarmed in real time.

[0039] Through this embodiment, in the above-mentioned real-time monitoring system for electric power operations, the above-mentioned environmental monitoring device is used to monitor the working environment of the staff performing electric power operations to obtain environmental monitoring data; the above-mentioned human monitoring device is used to monitor the vital signs of the above-mentioned staff during the electric power operations to obtain vital signs data; the above-mentioned violation monitoring device is used to monitor the operation images of the above-mentioned staff during the electric power operations and identify the illegal operations therein to obtain operation violation data; the above-mentioned alarm device is used to receive the above-mentioned environmental monitoring data, the above-mentioned vital signs data and the illegal operation data, and to alarm according to the above-mentioned environmental monitoring data, the above-mentioned vital signs data and the illegal operation data. The present application proposes a real-time monitoring system for electric power operations, which realizes real-time automatic monitoring of the working environment of electric power operations, the physical state of the staff and the illegal operations, and solves the problem of low efficiency of manual supervision of electric power operations in the prior art.

[0040] In the embodiments of the present application, Figure 2 As shown, the above-mentioned environment monitoring device includes:

[0041] Fixed base 1;

[0042] Specifically, the fixed base 1 can be stably installed at the power operation site to ensure the stability and accuracy of the monitoring equipment.

[0043] A height rod 2, connected to the fixed base 1, is used to measure the working height;

[0044] Specifically, the top of the fixed base 1 is fixedly connected to the bottom end of the height rod 2, a top plate 9 is fixedly installed on the top of the height rod 2, and a movable seat 4 is slidably connected to the bottom end of one side of the height rod 2, which has the characteristics of adjustable height and precise scale, and can accurately measure the working height of the power operation site, ensuring stable and reliable height measurement during the operation process.

[0045] An environment display station 6 is installed on one side of the middle part of the height rod 2, and is used to display the environment monitoring data and send it to the background;

[0046] Specifically, the environment display platform 6 is installed on one side of the middle part of the height pole 2, and an environment display screen 7 is fixedly installed on one end of one side of the environment display platform 6. The environment monitoring data is displayed through the environment display screen 7. The environment display platform 6 has a transmission function, and according to the collected perception data of the power operation site, the on-site environmental data and environmental risk warning conditions are transmitted back to the remote monitoring center.

[0047] The power box 5 is installed on one side of the middle part of the height rod 2 and is used to supply power to the environment display platform 6 .

[0048] Specifically, the power box 5 is installed on one side of the middle part of the height pole 2, and is used to provide a stable power supply for the environment display platform 6, so that the environment display platform 6 can not only achieve continuous power supply and ensure stable display of data, but also improve the power management efficiency and safety of the work site.

[0049] In an embodiment of the present application, the above-mentioned environment monitoring device further includes:

[0050] A top plate 9 connected to the top of the height rod 2;

[0051] Specifically, the top plate 9 is connected to the top end of the height rod 2 and is used to fix other equipment, such as a waterproof frame 10 and the like.

[0052] A waterproof frame 10 is fixedly mounted on the top of the top plate 9 to prevent the environment display table 6 and the power box 5 from getting wet;

[0053] Specifically, the waterproof frame 10 is fixedly installed on the top of the top plate 9, which can effectively prevent moisture from penetrating into the environment display table 6 and the power box 5, thereby avoiding malfunction or damage caused by moisture in the equipment and extending the service life of the equipment.

[0054] The movable seat 4 is slidably connected to the height rod 2 and is used to stabilize the height rod 2;

[0055] Specifically, the movable seat 4 is slidably connected to the height rod 2, aiming to stabilize and support the height rod 2, and can provide additional support and stability to ensure that the height rod 2 does not shake or tilt during use. The movable seat 4 has the function of adjustable and fixed height to adapt to different working environments and needs.

[0056] The self-locking telescopic rod 3 is rotatably connected to the movable seat 4 and the fixed base 1 respectively, and is used to adjust the movable seat 4.

[0057] Specifically, both sides of the top of the fixed base 1 are rotatably connected with self-locking telescopic rods 3, and the movable ends of the two self-locking telescopic rods 3 are rotatably connected to the two sides of the movable seat 4 respectively. When the user loosens the fixation of the self-locking telescopic rod 3, the movable end of the self-locking telescopic rod 3 slides along the fixed end of the self-locking telescopic rod 3, and the length and angle of the self-locking telescopic rod 3 change. The two self-locking telescopic rods 3 and the height rod 2 are supported on the fixed base 1 at three points, which improves the stability of the installation of the environmental monitoring device.

[0058] In the embodiment of the present application, the above-mentioned environment display station 6 includes:

[0059] Environmental display screen 7, used to display the above environmental monitoring data;

[0060] Specifically, the environmental monitoring data, including the monitoring status of multiple parameters such as temperature, humidity, wind speed, etc., can be displayed in real time through the environmental display screen 7, helping operators to quickly understand the environmental conditions of the power operation site.

[0061] The environmental monitoring sensor 8 is used to monitor the environmental parameters during the power operation process through multiple sensors to obtain the above-mentioned environmental monitoring data. The above-mentioned environmental parameters include humidity, temperature and wind speed.

[0062] Specifically, multiple sensors are used to monitor environmental parameters during power operations, including humidity, temperature, wind speed and other indicators, so as to obtain accurate environmental monitoring data, and transmit the data to a remote monitoring center to ensure operation safety and efficiency.

[0063] In the embodiments of the present application, Figure 3 As shown, the above-mentioned human body monitoring device includes:

[0064] Processor module;

[0065] Specifically, the sweat sensor, human posture sensor, power module, communication module and memory module are all connected to the processor module, and the human body monitoring data is transmitted to the processor module in the form of electrical signals. The processor module provides algorithm support, analyzes the transmitted data and generates reports on the data.

[0066] A sweat sensor is electrically connected to the processor module and is used to monitor the chemical composition of the sweat of the worker during the electrical operation and transmit the chemical composition to the processor module;

[0067] Specifically, the sweat sensor is electrically connected to the processor module to monitor the chemical composition of the sweat of workers during electrical work, convert the chemical substances in the sweat that mark the physical condition into electrical signals and transmit them to the processor module, so as to monitor the physical condition and health of the workers in real time.

[0068] A human posture sensor is electrically connected to the processor module, and is used to monitor the acceleration experienced by the worker during the electrical operation, the inclination angle between the spine and the direction of gravity acceleration, and the roll angle, pitch angle, and heading angle of the human body, and send the information to the processor module;

[0069] Specifically, the human posture sensor is electrically connected to the processor module. The sensor can accurately measure the acceleration that the worker is subjected to during electrical operations, the inclination angle between the spine and the direction of gravity acceleration, and the roll angle, pitch angle and heading angle of the human body, and transmit these data to the processor module for analysis and processing, monitor and analyze the worker's posture information in real time, and provide timely feedback and warnings.

[0070] The communication module is electrically connected to the processor module, and is used to receive the vital sign data generated by the processor module according to the data transmitted by the sweat sensor and the human posture sensor, and send the data to the background.

[0071] Specifically, the communication module is electrically connected to the processor module, and the communication module can effectively receive data from the sweat sensor and the human posture sensor, and integrate and transmit these data to the processor module for effective analysis and processing, helping managers to timely understand the health status and work status of the operators.

[0072] In an embodiment of the present application, the above-mentioned human body monitoring device further includes:

[0073] A memory module, electrically connected to the processor module, and used to store the vital sign data generated by the processor module;

[0074] Specifically, the memory module is electrically connected to the processor module. The memory module receives and saves the vital signs data generated by the processor module to ensure data security and reliability, and stores the data persistently for subsequent data analysis.

[0075] The power module is electrically connected to the processor module, the sweat sensor, the human posture sensor, the communication module and the memory module, and is used to supply power to the processor module, the sweat sensor, the human posture sensor, the communication module and the memory module.

[0076] Specifically, it provides necessary power support for each module and sensor to ensure the normal operation and data collection of the entire power operation monitoring system.

[0077] In the embodiments of the present application, Figure 4 As shown, the above-mentioned violation monitoring device includes:

[0078] The sample collection module is used to collect the actual operation images of the workers in different operations during the power operation, classify and mark them, and send them to the model building module;

[0079] Specifically, practical operation images of power workers' on-site operations are collected and used as samples for labeling, processing, and classification operations, and the results of sample labeling, processing, and classification are sent to the model building module.

[0080] A model building module, used to train a violation behavior recognition model based on the above practical operation images;

[0081] Specifically, the model building module establishes a violation behavior detection and recognition model, performs feature extraction and pattern recognition on actual operation images, and thus trains an efficient violation behavior recognition model, thereby achieving rapid and accurate recognition and monitoring of violation behaviors.

[0082] The video monitoring module is used to collect real-time images of the electrical operation process performed by the staff, and identify the violation behavior according to the above-mentioned violation behavior recognition model to obtain the above-mentioned operation violation data.

[0083] Specifically, the video monitoring module applies the violation behavior detection and recognition model to the cameras at the power operation site and conducts monitoring, timely discovers and records the violation data of the staff, and provides important data support for back-end management personnel.

[0084] In an embodiment of the present application, the above-mentioned violation monitoring device further includes:

[0085] The violation record module is used to store the above-mentioned operation violation data.

[0086] Specifically, illegal operation behaviors are recorded and the back-end management personnel are notified, and the illegal records are recorded and stored.

[0087] In the embodiments of the present application, Figure 5 As shown, the above alarm device comprises:

[0088] An alarm platform 11, wherein a suction cup 12 is fixedly mounted on the corner of the alarm platform 11 for fixing the alarm device;

[0089] Specifically, the top of the alarm platform 11 is fixedly connected to the bottom of the alarm 13, and the four corners of the bottom of the alarm platform 11 are fixedly installed with suction cups 12, which are adsorbed on the alarm installation location.

[0090] The alarm 13 is connected to the alarm station 11 and is used to generate an alarm based on the environmental monitoring data, the vital signs data and the illegal operation data.

[0091] Specifically, the top of the alarm station 11 is fixedly connected to the bottom of the alarm 13, and is used to send out alarm signals in time according to environmental monitoring data, vital signs data and illegal operation data, to remind relevant personnel to pay attention and take necessary measures.

[0092] In the embodiment of the present application, the above-mentioned violation behavior recognition model is used to identify and obtain the above-mentioned operation violation data, including:

[0093] The above practical image is subjected to feature extraction through the CNN neural network, and the features extracted are input into the RPN neural network to obtain the candidate region;

[0094] Specifically, the convolutional layer and pooling layer of the convolutional neural network CNN are used to extract features from the input image, and the RPN neural network is used to generate the number of region proposals, thereby generating a series of candidate regions, which can be further used for target detection and recognition tasks.

[0095] Input the above candidate regions into the FAST R-CNN neural network to obtain the annotation box;

[0096] Specifically, the candidate region generated by RPN is input into the fast regional convolutional neural network FAST R-CNN to obtain the annotation box of the target object;

[0097] Adjust the parameters of the RPN neural network based on the annotation box;

[0098] Specifically, the annotation boxes generated based on FAST R-CNN are used to optimize the parameters of the RPN neural network.

[0099] Re-determine the candidate region for the practical image based on the updated RPN neural network;

[0100] Specifically, the RPN neural network with adjusted and optimized parameters is used to re-determine the candidate regions of the actual operation image, and to regenerate more precise and accurate candidate regions to improve the performance of target detection.

[0101] Fixing the convolutional layer parameters of the FAST R-CNN neural network, and adjusting the fully connected layer parameters of the FAST R-CNN neural network based on the updated candidate region;

[0102] Specifically, when optimizing the target detection system, the convolutional layer parameters of the FAST R-CNN neural network are kept unchanged, and its fully connected layer parameters are adjusted based on the updated candidate regions. The new candidate region information is used to adjust the fully connected layer parameters of the FASTR-CNN neural network to improve the performance and accuracy of the system in target detection tasks.

[0103] Based on the updated FAST R-CNN neural network, the practical operation images are identified and classified to obtain the operation violation data.

[0104] Specifically, based on the FAST R-CNN network after parameter adjustment and optimization, we can identify and classify target objects in the image and further analyze possible operational violations.

[0105] It should also be noted that the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, commodity or device. In the absence of further restrictions, an element defined by the sentence "comprises a ..." does not exclude the presence of other identical elements in the process, method, commodity or device including the element.

[0106] From the above description, it can be seen that the above embodiments of the present application achieve the following technical effects:

[0107] The present application provides a real-time monitoring system for electric power operations, an environment monitoring device, the environment monitoring device is used to monitor the working environment of the staff performing electric power operations to obtain environment monitoring data; a human monitoring device, the human monitoring device is used to monitor the vital signs of the staff during the electric power operations to obtain vital signs data; a violation monitoring device, the violation monitoring device is used to monitor the operation images of the staff during the electric power operations and identify the illegal operations therein to obtain operation violation data; an alarm device is used to receive the environment monitoring data, the vital signs data and the illegal operation data, and to alarm according to the environment monitoring data, the vital signs data and the illegal operation data. The present application proposes a real-time monitoring system for electric power operations, which realizes real-time automatic monitoring of the working environment of electric power operations, the physical state of the staff and the illegal operations, and solves the problem of low efficiency of manual supervision of electric power operations in the prior art.

[0108] The above description is only the preferred embodiment of the present application and is not intended to limit the present application. For those skilled in the art, the present application may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application shall be included in the protection scope of the present application.

Claims

1. A real-time monitoring system for electric power operations, characterized in that: The system comprises: An environmental monitoring device, which is used to monitor the working environment of the staff performing power operations and obtain environmental monitoring data; A human body monitoring device, the human body monitoring device is used to monitor the vital signs of the worker during the power operation and obtain vital sign data; A violation monitoring device, which is used to monitor the operation images of the staff during the power operation and identify the illegal operations therein to obtain the operation violation data; The alarm device is used to receive the environmental monitoring data, the vital signs data and the illegal operation data, and to issue an alarm based on the environmental monitoring data, the vital signs data and the illegal operation data.

2. The system according to claim 1, characterized in that The environmental monitoring device comprises: Fixed base; A height rod, connected to the fixed base, for measuring the working height; An environment display station, installed on one side of the middle part of the height rod, is used to display the environment monitoring data and send it to the background; A power box is installed on one side of the middle part of the height rod and is used to supply power to the environment display platform.

3. The system according to claim 2, characterized in that The environmental monitoring device also includes: A top plate connected to the top end of the height rod; A waterproof frame, fixedly mounted on the top of the top plate, for preventing the environment display table and the power box from getting wet; A movable seat, slidably connected to the height rod, for stabilizing the height rod; The self-locking telescopic rod is rotatably connected to the movable seat and the fixed base respectively, and is used for adjusting the movable seat.

4. The system according to claim 2, characterized in that The environment display station comprises: An environmental display screen, used to display the environmental monitoring data; The environmental monitoring sensor is used to monitor the environmental parameters during the power operation process through multiple sensors to obtain the environmental monitoring data, and the environmental parameters include humidity, temperature and wind speed.

5. The system according to claim 1, characterized in that The human body monitoring device comprises: Processor module; A sweat sensor, electrically connected to the processor module, for monitoring the chemical composition of sweat of the worker during the electrical operation and transmitting the chemical composition to the processor module; A human posture sensor is electrically connected to the processor module, and is used to monitor the acceleration experienced by the worker during the electrical operation, the inclination angle between the spine and the direction of gravity acceleration, and the roll angle, pitch angle, and heading angle of the human body, and transmit the information to the processor module; The communication module is electrically connected to the processor module, and is used to receive the vital sign data generated by the processor module according to the data transmitted by the sweat sensor and the human posture sensor, and send the data to the background.

6. The system according to claim 5, characterized in that The human body monitoring device also includes: a memory module, electrically connected to the processor module, and configured to store the vital sign data generated by the processor module; A power module is electrically connected to the processor module, the sweat sensor, the human posture sensor, the communication module and the memory module, and is used to supply power to the processor module, the sweat sensor, the human posture sensor, the communication module and the memory module.

7. The system according to claim 1, characterized in that The violation monitoring device comprises: The sample collection module is used to collect the actual operation images of the workers in different operations during the power operation, classify and mark them, and send them to the model building module; The model building module is used to train a traffic violation behavior recognition model according to the actual operation image; The video monitoring module is used to collect real-time images of the power operation process performed by the staff, and identify the illegal behavior according to the illegal behavior recognition model to obtain the illegal operation data.

8. The system according to claim 7, characterized in that The violation monitoring device also includes: The violation recording module is used to store the operation violation data.

9. The system according to claim 1, characterized in that The alarm device comprises: An alarm platform, wherein suction cups are fixedly mounted on the corners of the alarm platform for fixing the alarm device; An alarm is connected to the alarm station and is used to generate an alarm based on the environmental monitoring data, the vital signs data and the illegal operation data.

10. The system according to claim 7, characterized in that The operation violation data is obtained by performing identification according to the violation behavior identification model, including: Performing feature extraction on the practical operation image through a CNN neural network, and inputting the features extracted from the feature extraction into an RPN neural network to obtain a candidate region; Input the candidate region into the FAST R-CNN neural network to obtain a labeling box; Adjusting parameters of the RPN neural network based on the annotation box; Re-determine the candidate region for the practical operation image based on the updated RPN neural network; Fixing the convolutional layer parameters of the FAST R-CNN neural network, and adjusting the fully connected layer parameters of the FAST R-CNN neural network based on the updated candidate region; The practical operation images are identified and classified based on the updated FAST R-CNN neural network to obtain the operation violation data.

Images