CN110795989A - Intelligent safety monitoring system for electric power operation and monitoring method thereof - Google Patents
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Abstract
The invention provides an intelligent safety supervision system and a supervision method for power operation, wherein the system comprises a personal intelligent terminal, a communication system and a background monitoring center; the personal intelligent terminal comprises a video acquisition module, a GPS positioning module, a power management module, a display interaction module, a character recognition module, a violation recognition module and an audible and visual alarm module, wherein all the modules are electrically connected with the central processing unit to realize information acquisition and analysis, and when violation is found, the information is reported to a supervision manager and an audible and visual alarm is given; the communication system realizes the two-way communication between the personal intelligent terminal and the background monitoring center, comprises video return and control instruction transmission, is composed of an industrial router and a 4G wireless network card, adopts 4G wireless transmission, and transmits data to the background monitoring center through the 4G wireless transmission; and the background monitoring center realizes the calling, archiving and management of the operation information.
Description
Technical Field
The invention relates to the technical field of electric power safety supervision, in particular to an electric power operation intelligent safety supervision system and a supervision method thereof.
Background
The current electric power capital construction project and electric power maintenance project are the trend of continuously increasing, and the site operation work volume is big. The first requirement of enterprises is to ensure safe production, and especially for field construction work with high work risk, the level and quality of a safety supervision system need to be improved by means of various organizations and technical means.
The current electric power operation field safety supervision generally adopts a mode of on-site supervision of management personnel. There are the following problems: firstly, the supervising personnel can not supervise in real time, can only supervise at key nodes of construction operation, and are difficult to realize continuous supervision of the whole construction period. And secondly, some important projects are retained in a mode of shooting photos and videos, but the important projects need to be checked and audited manually in the later period, and the workload is huge. And thirdly, the supervision level is influenced by the management level and the personal state of field supervision personnel, and the supervision level fluctuates and even has the problem of relaxing supervision by being familiar with construction units.
At present, the technical level in the field of electric power safety supervision is low, the intelligent application is poor, and an effective technical means is lacked to improve the management level. The most common mode is that managers supervise on site, so that the supervision level of safety production fluctuates, and timely, efficient and continuous supervision is difficult to achieve. Therefore, a set of intelligent safety supervision system for power operation is urgently needed, functions of operation task identification, personnel verification, illegal operation identification and early warning and the like are achieved through an intelligent means, and the purpose of safety supervision and control by one line is achieved.
Disclosure of Invention
The invention provides an intelligent safety supervision system for electric power operation, which can solve the problems of high labor cost, unstable supervision level, low intelligent level and the like of the existing supervision means.
The invention also provides a monitoring method of the intelligent power operation safety monitoring system.
In order to achieve the technical effects, the technical scheme of the invention is as follows:
an intelligent safety supervision system for power operation comprises a personal intelligent terminal, a communication system and a background monitoring center;
the personal intelligent terminal comprises a video acquisition module, a GPS positioning module, a power management module, a display interaction module, a character recognition module, a violation recognition module and an audible and visual alarm module, wherein all the modules are electrically connected with the central processing unit to realize information acquisition and analysis, and when a violation is found, the information is reported to a supervision manager and an audible and visual alarm is given;
the communication system realizes bidirectional communication between the personal intelligent terminal and the background monitoring center, and comprises video return and control instruction transmission, the communication system is composed of an industrial router and a 4G wireless network card, 4G wireless transmission is adopted, and the personal intelligent terminal transmits data to the background monitoring center through the 4G wireless transmission;
the background monitoring center realizes the calling, archiving and management of the operation information.
Furthermore, the violation identification module comprises a work task checking module, a worker dressing checking module, a work range monitoring module and a dangerous action monitoring module; the modules are functionally parallel and integrated in the violation identification module as sub-modules, and the modules realize operation task identification, work content verification, personnel identity verification, worker dressing detection, electronic fence management and operation dangerous action analysis based on semantic analysis, face comparison, deep learning, electronic fence, image segmentation and feature point identification.
Furthermore, the work task checking module interface is connected with the character recognition module and the GPS positioning module, receives the recognized work task information and coordinate values, and checks the correctness of information such as work time, place and the like; the staff verification module carries out face recognition on the staff shot in the operation field based on a face comparison technology, compares the information with the information of the staff registered in the background database, and verifies the identity of the staff.
Further, the worker dress check module is connected with the video acquisition module, the algorithm is based on the deep learning technology, the neural network framework selects yoloV3, before the module is deployed for the first time, a data set needs to be established to complete the training of the recognition model, and whether the field worker wears the working clothes and wears the safety helmet or not can be recognized after the training is completed.
Furthermore, the working range monitoring module is based on the electronic fence technology, and a field supervisor can define the electronic fence through touch screen operation according to the working range and send out violation warning when the working personnel exceed the working range; the dangerous action monitoring module monitors the working state of the operating personnel in real time, and judges whether dangerous actions exist or not by combining the action recognition technology through identifying and marking the body joint points of the operating personnel through the characteristic points.
Furthermore, the personal intelligent terminal is provided with a portable tripod, so that the personal intelligent terminal can be conveniently unfolded and arranged on site, and can continuously monitor the operation site; the personal intelligent terminal is provided with a high-brightness touch screen, so that a clear display effect and a good information interaction function are ensured under the outdoor strong sunlight condition; the personal intelligent terminal is provided with a wide-angle lens and a night vision lens according to requirements.
Furthermore, the background monitoring center comprises a firewall, a front-end server, a video server, a web server and a database server, wherein the front-end server provides an interface for entering an intranet of the system and initialization check, the video server provides an intranet PC client to call a field monitoring picture, the web server provides an intranet user such as a mobile phone client to access the monitoring system, and the database server collects data of the monitoring system and provides service for a system administrator.
A supervision method of an intelligent safety supervision system for power operation comprises the following steps:
s1: the site safety supervision personnel carry the personal intelligent terminal to arrive at the operation site, the personal intelligent terminal shoots a work ticket, the current operation information is intelligently extracted, whether the time and the place of the operation are correct or not is verified by combining the positioning information and the work permission time, and the next step is passed after the verification;
s2: the method comprises the following steps that a field safety supervisor uses a personal intelligent terminal to photograph workers, the personal intelligent terminal extracts face information of the workers and compares the face information with registered information in a database to verify the identity of the workers, and the next step is carried out after verification;
s3: the personal intelligent terminal acquires images of each operator through a human body segmentation technology, identifies whether a safety helmet is worn or not and whether a work garment is standard or not, and enters the next step after verification;
s4: the field safety supervision personnel arrange the personal intelligent terminal at a proper position capable of monitoring the whole operation range by using the bracket, and define the electronic fence according to the operation range;
s5: in the operation process, the personal intelligent terminal automatically monitors field operation, the background monitoring center can call field information as required, and if the working personnel exceed the operation range or have dangerous actions, the personal intelligent terminal sends out audible and visual warning signals and reports violation information to the safety supervision personnel and the background monitoring center;
s6: and after the operation is finished, the monitoring system generates and archives an operation report of this time.
Compared with the prior art, the technical scheme of the invention has the beneficial effects that:
the invention changes the traditional working mode of manual on-site supervision, liberates labor force and improves the supervision level of an operation site; the invention realizes the continuous supervision of the whole operation period, and can intelligently identify the illegal operation and send out a warning; the background monitoring center realizes centralized and visual management of operation information, and one-line penetration of site risk control is realized; the system of the invention has high integration level, strong adaptability and simple maintenance.
Drawings
FIG. 1 is a system block diagram of the present invention;
FIG. 2 is a block diagram of a personal intelligent terminal of the present invention;
fig. 3 is a schematic flow chart of the present invention.
Detailed Description
The drawings are for illustrative purposes only and are not to be construed as limiting the patent;
for the purpose of better illustrating the embodiments, certain features of the drawings may be omitted, enlarged or reduced, and do not represent the size of an actual product;
it will be understood by those skilled in the art that certain well-known structures in the drawings and descriptions thereof may be omitted.
The technical solution of the present invention is further described below with reference to the accompanying drawings and examples.
Example 1
As shown in fig. 1, an intelligent safety supervision system for power operation includes a personal intelligent terminal, a communication system, and a background monitoring center;
as shown in fig. 2, the personal intelligent terminal comprises a video acquisition module, a GPS positioning module, a power management module, a display interaction module, a character recognition module, a violation recognition module, and an audible and visual alarm module, each of which is electrically connected to the central processing unit to acquire and analyze information, and when a violation is found, the information is reported to a supervising manager and an audible and visual alarm is issued;
the communication system realizes the two-way communication between the personal intelligent terminal and the background monitoring center, comprises video return and control instruction transmission, is composed of an industrial router and a 4G wireless network card, adopts 4G wireless transmission, and transmits data to the background monitoring center through the 4G wireless transmission;
and the background monitoring center realizes the calling, archiving and management of the operation information.
The violation identification module comprises a work task checking module, a worker dressing checking module, a work range monitoring module and a dangerous action monitoring module; the modules are functionally parallel and integrated in the violation identification module as sub-modules, and the modules realize operation task identification, work content verification, personnel identity verification, worker dressing detection, electronic fence management and operation dangerous action analysis based on semantic analysis, face comparison, deep learning, electronic fence, image segmentation and feature point identification.
The work task checking module interface is connected with the character recognition module and the GPS positioning module, receives the recognized work task information and the coordinate value, and checks the correctness of the information such as the work time, the place and the like; the staff verification module carries out face recognition on the staff shot in the operation field based on a face comparison technology, compares the information with the information of the staff registered in the background database, and verifies the identity of the staff.
The worker dresses the check-up module and is connected with the video acquisition module, and the algorithm is based on the deep learning technique, and yoloV3 is selected for use to the neural network frame, before the module is deployed for the first time, needs to establish the data set and accomplishes the training of recognition model, can discern whether the site operation personnel standardize and wear work clothes, wear the safety helmet after accomplishing the training.
The working range monitoring module is based on the electronic fence technology, and a field supervisor can define the electronic fence through touch screen operation according to the working range and send out violation warning when the working staff exceeds the working range; the dangerous action monitoring module monitors the working state of the operating personnel in real time, and judges whether dangerous actions exist or not by combining the action recognition technology through identifying and marking the body joint points of the operating personnel through the characteristic points.
The personal intelligent terminal is provided with a portable tripod, so that the personal intelligent terminal can be conveniently unfolded and arranged on site and can continuously monitor the operation site; the personal intelligent terminal is provided with a high-brightness touch screen, so that a clear display effect and a good information interaction function are ensured under the outdoor strong sunlight condition; the personal intelligent terminal is provided with a wide-angle lens and a night vision lens according to requirements
The background monitoring center comprises a firewall, a front-end server, a video server, a web server and a database server, wherein the front-end server provides an interface for entering an intranet of the system and initialization verification, the video server provides an intranet PC client to call a field monitoring picture, the web server provides an intranet user such as a mobile phone client to access the monitoring system, and the database server collects data of the monitoring system and provides service for a system administrator.
Example 2
As shown in fig. 3, a monitoring method of an intelligent safety monitoring system for power operation includes the following steps:
s1: the site safety supervision personnel carry the personal intelligent terminal to arrive at the operation site, the personal intelligent terminal shoots a work ticket, the current operation information is intelligently extracted, whether the time and the place of the operation are correct or not is verified by combining the positioning information and the work permission time, and the next step is passed after the verification;
s2: the method comprises the following steps that a field safety supervisor uses a personal intelligent terminal to photograph workers, the personal intelligent terminal extracts face information of the workers and compares the face information with registered information in a database to verify the identity of the workers, and the next step is carried out after verification;
s3: the personal intelligent terminal acquires images of each operator through a human body segmentation technology, identifies whether a safety helmet is worn or not and whether a work garment is standard or not, and enters the next step after verification;
s4: the field safety supervision personnel arrange the personal intelligent terminal at a proper position capable of monitoring the whole operation range by using the bracket, and define the electronic fence according to the operation range;
s5: in the operation process, the personal intelligent terminal automatically monitors field operation, the background monitoring center can call field information as required, and if the working personnel exceed the operation range or have dangerous actions, the personal intelligent terminal sends out audible and visual warning signals and reports violation information to the safety supervision personnel and the background monitoring center;
s6: and after the operation is finished, the monitoring system generates and archives an operation report of this time.
The same or similar reference numerals correspond to the same or similar parts;
the positional relationships depicted in the drawings are for illustrative purposes only and are not to be construed as limiting the present patent;
it should be understood that the above-described embodiments of the present invention are merely examples for clearly illustrating the present invention, and are not intended to limit the embodiments of the present invention. Other variations and modifications will be apparent to persons skilled in the art in light of the above description. And are neither required nor exhaustive of all embodiments. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the claims of the present invention.
Claims (8)
1. An intelligent safety supervision system for power operation is characterized by comprising a personal intelligent terminal, a communication system and a background monitoring center;
the personal intelligent terminal comprises a video acquisition module, a GPS positioning module, a power management module, a display interaction module, a character recognition module, a violation recognition module and an audible and visual alarm module, wherein all the modules are electrically connected with the central processing unit to realize information acquisition and analysis, and when a violation is found, the information is reported to a supervision manager and an audible and visual alarm is given;
the communication system realizes bidirectional communication between the personal intelligent terminal and the background monitoring center, and comprises video return and control instruction transmission, the communication system is composed of an industrial router and a 4G wireless network card, 4G wireless transmission is adopted, and the personal intelligent terminal transmits data to the background monitoring center through the 4G wireless transmission;
the background monitoring center realizes the calling, archiving and management of the operation information.
2. The intelligent electric power operation safety monitoring system according to claim 1, wherein the violation identification module comprises a work task checking module, a worker dressing checking module, a work range monitoring module and a dangerous action monitoring module; the modules are functionally parallel and integrated in the violation identification module as sub-modules, and the modules realize operation task identification, work content verification, personnel identity verification, worker dressing detection, electronic fence management and operation dangerous action analysis based on semantic analysis, face comparison, deep learning, electronic fence, image segmentation and feature point identification.
3. The intelligent electric power operation safety monitoring system according to claim 2, wherein the work task checking module interface is connected with the character recognition module and the GPS positioning module, receives recognized work task information and coordinate values, and checks correctness of information such as operation time and location; the staff verification module carries out face recognition on the staff shot in the operation field based on a face comparison technology, compares the information with the information of the staff registered in the background database, and verifies the identity of the staff.
4. The intelligent electric power operation safety monitoring system according to claim 3, wherein the worker wearing verification module is connected with the video acquisition module, the algorithm is based on a deep learning technology, the neural network framework is yoloV3, a data set needs to be established before the module is deployed for the first time to complete the training of the recognition model, and after the training is completed, whether the field worker wears the working clothes and wears the safety helmet regularly can be recognized.
5. The intelligent electric power operation safety monitoring system according to claim 4, wherein the working range monitoring module is based on electronic fence technology, and a field supervisor can define an electronic fence through touch screen operation according to the working range and send out violation warning when the working staff exceeds the working range; the dangerous action monitoring module monitors the working state of the operating personnel in real time, and judges whether dangerous actions exist or not by combining the action recognition technology through identifying and marking the body joint points of the operating personnel through the characteristic points.
6. The intelligent electric power operation safety supervision system according to claim 5, characterized in that the personal intelligent terminal is provided with a portable tripod to facilitate the deployment in the field and the continuous monitoring of the operation field; the personal intelligent terminal is provided with a high-brightness touch screen, so that a clear display effect and a good information interaction function are ensured under the outdoor strong sunlight condition; the personal intelligent terminal is provided with a wide-angle lens and a night vision lens according to requirements.
7. An intelligent safety monitoring system for power operation as claimed in claim 6, wherein the background monitoring center comprises a firewall, a front-end server, a video server, a web server and a database server, wherein the front-end server provides an interface for entering an intranet of the system and initialization check, the video server provides an intranet PC client for calling a field monitoring picture, the web server provides an intranet user such as a mobile phone client for accessing the monitoring system, and the database server collects data of the monitoring system and provides service for a system administrator.
8. The supervision method of the electric power operation intelligent safety supervision system according to claim 7, characterized by comprising the steps of:
s1: the site safety supervision personnel carry the personal intelligent terminal to arrive at the operation site, the personal intelligent terminal shoots a work ticket, the current operation information is intelligently extracted, whether the time and the place of the operation are correct or not is verified by combining the positioning information and the work permission time, and the next step is passed after the verification;
s2: the method comprises the following steps that a field safety supervisor uses a personal intelligent terminal to photograph workers, the personal intelligent terminal extracts face information of the workers and compares the face information with registered information in a database to verify the identity of the workers, and the next step is carried out after verification;
s3: the personal intelligent terminal acquires images of each operator through a human body segmentation technology, identifies whether a safety helmet is worn or not and whether a work garment is standard or not, and enters the next step after verification;
s4: the field safety supervision personnel arrange the personal intelligent terminal at a proper position capable of monitoring the whole operation range by using the bracket, and define the electronic fence according to the operation range;
s5: in the operation process, the personal intelligent terminal automatically monitors field operation, the background monitoring center can call field information as required, and if the working personnel exceed the operation range or have dangerous actions, the personal intelligent terminal sends out audible and visual warning signals and reports violation information to the safety supervision personnel and the background monitoring center;
s6: and after the operation is finished, the monitoring system generates and archives an operation report of this time.
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