CN114202871A - Intelligent management and control system for electric power engineering - Google Patents
Intelligent management and control system for electric power engineering Download PDFInfo
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- CN114202871A CN114202871A CN202111308379.9A CN202111308379A CN114202871A CN 114202871 A CN114202871 A CN 114202871A CN 202111308379 A CN202111308379 A CN 202111308379A CN 114202871 A CN114202871 A CN 114202871A
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- 230000003993 interaction Effects 0.000 claims description 12
- 239000013307 optical fiber Substances 0.000 claims 1
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- 238000000034 method Methods 0.000 abstract 1
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- G—PHYSICS
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- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B13/00—Burglar, theft or intruder alarms
- G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
- G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
- G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
- G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
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- H—ELECTRICITY
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Abstract
The embodiment of the application provides an electric power engineering's intelligence management and control system, includes: the network spherical monitoring camera is used for carrying out video monitoring on the electric power engineering site, acquiring a video image of the electric power engineering site in real time, and transmitting the video image to the outer network control platform and the inner network control platform through the communication base station based on a Zigbee protocol; the method comprises the steps that an external network control platform receives a video image and conducts feature recognition according to the video image to obtain a first recognition result; the intranet management and control platform receives the video images, carries out feature recognition according to the video images to obtain a second recognition result, sends the second recognition result to the extranet management and control platform, and the extranet management and control platform determines whether to send out a safety alarm according to the first recognition result and the second recognition result. Therefore, real-time monitoring of the electric power engineering site is achieved, the judgment precision of the dangerous situation of the electric power engineering site is improved, the site dangerous situation can be judged more effectively and rapidly, response measures can be made in time, and loss is reduced.
Description
Technical Field
The application relates to the technical field of electric power engineering, in particular to an intelligent management and control system for electric power engineering.
Background
The electric power industry is used as a boosting agent of social economy, a sound and perfect electric power engineering is a fundamental guarantee of a social and economic basic matching system, and is an important link for guaranteeing the strong and perfect national power grid.
However, the construction of the electric power engineering is a production place with multiple types and multiple layers of three-dimensional crossing operation, multiple temporary facilities and large change of operation surface, has more unsafe factors and belongs to the high-risk industry; moreover, the site is mainly managed by human subjectivity, the management is laggard, the monitoring is weak, the compensation is large, and the management and control effect is not ideal.
Therefore, there is a need to provide an improved solution to the above-mentioned deficiencies of the prior art.
Disclosure of Invention
An object of the present application is to provide an intelligent management and control system for power engineering to solve or alleviate the problems existing in the above prior art.
In order to achieve the above purpose, the present application provides the following technical solutions:
the application provides electric power engineering's intelligence management and control system includes: the system comprises a network spherical monitoring camera, an external network control platform and an internal network control platform; the network spherical monitoring camera is used for carrying out video monitoring on the electric power engineering site, acquiring a video image of the electric power engineering site in real time, and transmitting the video image to the external network control platform and the internal network control platform through a communication base station based on a Zigbee protocol; the external network management and control platform receives the video image and performs characteristic identification according to the video image to obtain a first identification result; the internal network management and control platform receives the video images, performs feature recognition according to the video images to obtain a second recognition result, and sends the second recognition result to the external network management and control platform, so that the external network management and control platform determines whether to send out a safety alarm according to the first recognition result and the second recognition result.
Preferably, the electric power engineering site is divided into a plurality of construction areas through a plurality of geographic fences, and each geographic fence corresponds to one construction area; correspondingly, one or more network spherical monitoring cameras are correspondingly arranged in each geo-fence according to the area of the construction area.
Preferably, the external network management and control platform performs feature recognition on the received video image based on an open cloud platform to obtain the first recognition result.
Preferably, the intranet management and control platform performs feature recognition on the video image based on a preset recognition model to obtain a second recognition result, and sends the second recognition result to the extranet management and control platform.
Preferably, the extranet management and control platform compares the second identification result with the first identification result to determine whether to issue a security alarm.
Preferably, the extranet management and control platform with the intranet management and control platform passes through the one-way communication connection of isolating device, wherein, the intranet management and control platform can pass through isolating device is right the extranet management and control platform visits, just isolating device blocks the extranet management and control platform to the visit of intranet management and control platform.
Preferably, the isolation device is an isolation gatekeeper.
Preferably, the intelligent management and control system for power engineering further includes: the positioning unit is in communication connection with the external network management and control platform through the communication base station so as to periodically acquire the position information of a target object provided with the positioning unit, wherein the target object is for constructors or construction equipment of the power engineering.
Preferably, the external network management and control platform is provided with a security interaction gateway, and the security interaction gateway filters data sent by the communication base station according to preset security rules.
Preferably, the secure interaction gateway performs secure identity authentication on the accessed target object, and interacts with the authenticated target object.
Compared with the closest prior art, the technical scheme of the embodiment of the application has the following beneficial effects:
according to the technical scheme, the network spherical camera is installed on the electric power engineering site, so that real-time image acquisition on the electric power engineering site is realized, and a video image of the electric power engineering site is obtained, so that large-range and wide-angle monitoring is realized; the video images are sent to the communication base station through a Zigbee protocol, so that short-distance and high-efficiency data transmission between the network spherical camera and the communication base station is realized; the communication base station transmits the video images to an external network control platform and an internal network control platform, and the external network control platform and the internal network control platform respectively identify the characteristics of the video images to respectively obtain a first identification result and a second identification result; and then, the intranet management and control platform sends the obtained second identification result to the extranet management and control platform, and the extranet management and control platform compares the first identification result with the second identification result to determine whether to send out a safety alarm. Therefore, real-time monitoring of the electric power engineering site is achieved, the judgment precision of the dangerous conditions of the electric power engineering site is improved, the dangerous conditions occurring in the electric power engineering site can be judged more effectively and rapidly, response measures can be taken timely, and loss is reduced.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the application and, together with the description, serve to explain the application and are not intended to limit the application. Wherein:
fig. 1 is a schematic structural diagram of an intelligent management and control system for power engineering according to some embodiments of the present application.
Description of reference numerals:
100-a geo-fence; 200-a network spherical monitoring camera; 300-a communication base station; 400-secure interaction gateway; 500-an extranet management and control platform; 600-an isolation device; 700-intranet management and control platform; 800-fixing a gate; 900-target object.
Detailed Description
The present application will be described in detail below with reference to the embodiments with reference to the attached drawings. The various examples are provided by way of explanation of the application and are not limiting of the application. In fact, it will be apparent to those skilled in the art that modifications and variations can be made in the present application without departing from the scope or spirit of the application. For instance, features illustrated or described as part of one embodiment, can be used with another embodiment to yield a still further embodiment. It is therefore intended that the present application cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.
In the description of the present application, the terms "longitudinal", "lateral", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", and the like indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description of the present application but do not require that the present application must be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present application. The terms "connected," "connected," and "disposed" as used herein are intended to be broadly construed, and may include, for example, fixed and removable connections; can be directly connected or indirectly connected through intermediate components; the connection may be a wired electrical connection, a wireless electrical connection, or a wireless communication signal connection, and a person skilled in the art can understand the specific meaning of the above terms according to specific situations.
As shown in fig. 1, the intelligent management and control system for power engineering includes: a network spherical monitoring camera 200, an external network control platform 500 and an internal network control platform 700. The network spherical monitoring camera 200 is used for performing video monitoring on an electric power engineering site, acquiring a video image of the electric power engineering site in real time, and transmitting the video image to the external network control platform 500 and the internal network control platform 700 through the communication base station 300 based on a Zigbee protocol; the appearance control platform receives the video image and performs characteristic identification according to the video image to obtain a first identification result; the intranet management and control platform 700 receives the video image, performs feature recognition according to the video image to obtain a second recognition result, and sends the second recognition result to the extranet management and control platform 500, so that whether a safety alarm is given out is determined according to the first recognition result and the second recognition result by the extranet management and control platform 500.
In this application embodiment, because electric power engineering's construction scope is wide, the construction environment is various, adopt integrative functions such as the integrated surveillance camera head of network spherical surveillance camera head 200, cloud platform, decoder, protection casing, not only can improve the adaptability to various environment, but also can realize the regional detection on electric power engineering on a large scale, wide angle, effectively reduce the installation quantity of network spherical surveillance camera head 200, reduce electric power engineering intelligence management and control system's cost.
In the embodiment of the present application, the video image collected by the network spherical monitoring camera 200 is transmitted to the communication base station 300 based on the Zigbee protocol, so that not only is high-efficiency data transmission between the network spherical monitoring camera 200 and the communication base station 300 achieved, but also centralized management of a plurality of network spherical monitoring cameras 200 in a certain area is achieved, multi-point monitoring on the electric power engineering site is facilitated, the coverage of a monitoring network is improved, no dead angle monitoring on electric power engineering construction is achieved, and the safety of electric power engineering construction is improved.
In the embodiment of the application, the power engineering site is divided into a plurality of construction areas by a plurality of geo-fences 100, and each geo-fence 100 corresponds to one construction area; correspondingly, each geofence 100 is correspondingly provided with one or more network spherical monitoring cameras 200 according to the area of the construction area.
In the embodiment of the present application, the power engineering generally includes that a plurality of different infrastructure elements divide a construction area according to the infrastructure elements, and a virtual fence, namely, the geo-fence 100, is set for the construction area, so as to divide the geographical boundary of the infrastructure elements. When a constructor or a construction device with a positioning tag enters or leaves the area of the geo-fence 100, or moves in the area, the constructor or the construction device with the positioning tag can automatically acquire the entering or leaving notification and the movement track of the constructor or the construction device with the positioning tag through the geo-fence 100, so that the constructor or the construction device can be monitored in the construction area in real time.
In addition, the electric power engineering is divided into different construction areas according to the infrastructure units to divide the geo-fence 100, so that the management efficiency of each infrastructure unit is effectively improved, and the chaotic phenomenon among different infrastructure units is prevented.
In this embodiment, a fixed gate 800 is disposed at an edge of the geo-fence 100, so that constructors or construction equipment entering and exiting the geo-fence 100 enter and exit a construction area through the fixed gate 800, feature images of the constructors or the construction equipment are collected by image collection equipment disposed on the fixed gate 800 and transmitted to the communication base station 300 through a wireless transmitter configured with the fixed gate 800, and the communication base station 300 sends the feature images to the external network management and control platform 500 and the internal network management and control platform 700, so as to realize remote monitoring of the constructors or the construction equipment entering and exiting the construction area, effectively improve management, control and scheduling of personnel and equipment in an electric power construction site, only allow specific personnel and equipment to enter and exit, reduce personnel flow in the construction area, and improve safety of the construction site.
In this embodiment of the application, the external network management and control platform 500 performs feature recognition on the received video image based on the open cloud platform to obtain a first recognition result. Therefore, through the large quantity of construction images and the cloud AI identification function provided by the open cloud platform, the accuracy of feature identification in the video images is improved, the construction cost of the intelligent management and control system of the electric power engineering is reduced, and the data updating speed of the intelligent management and control system of the electric power engineering is improved. In this case, feature recognition may be performed on the video image by using an open cloud platform such as a hundred-degree smart cloud to obtain a first recognition result.
In the embodiment of the present application, when performing feature recognition on a video image, dangerous features in the video image are identified, for example: and identifying abnormal light, abnormal smoke, collapse and the like to judge the dangerous conditions of the electric power engineering site so as to take effective measures in time.
In this embodiment, the intranet management and control platform 700 performs feature recognition on the video image based on a preset recognition model to obtain a second recognition result, and sends the second recognition result to the extranet management and control platform 500. Therefore, the video images of the electric power construction site are identified in a targeted manner through the self-established identification model, so that the characteristics of electric power construction can be effectively fused, and the identification result is more accurate.
In the embodiment of the application, the preset recognition model is a neural network model based on deep learning, the neural network model is trained by using a pre-collected sample image, the trained neural network model performs feature recognition on a video image to obtain a second recognition result, the second recognition result is sent to the external network control platform 500, and the external network control platform 500 compares the second recognition result with the first recognition result to determine whether to send out a safety alarm. Therefore, the identification accuracy of the video image is further improved by comparing the identification result of the public cloud platform with the identification result of the self-built identification model; meanwhile, the comparison result is fed back to the recognition model, and the recognition model is corrected, so that the aim of indirectly training the recognition model through a public cloud platform is fulfilled; and when the second recognition result is not consistent with the first recognition result, sending feedback information, performing on-site confirmation by a worker, and selecting a correct recognition result to feed back to the recognition model.
In some optional embodiments, the external network management and control platform 500 and the internal network management and control platform 700 are connected in a one-way communication manner through the isolation device 600, wherein the internal network management and control platform 700 accesses the external network management and control platform 500 through the isolation device 600, and the isolation device 600 blocks the access of the external network management and control platform 500 to the internal network management and control platform 700. Therefore, the network security of the intranet management and control platform 700 is effectively guaranteed.
In the embodiment of the present application, the isolation device 600 is an isolation gatekeeper, thereby defining a clear security boundary for the external network and the internal network through an isolation website, implementing physical isolation between the external network management and control platform 500 and the internal network management and control platform 700, preventing network attacks from the internet, improving confidentiality, security, integrity and high availability of the internal network management and control platform 700, enhancing controllability of the internal network management and control platform 700, and ensuring data security of power construction in the internal network management and control platform 700.
In some optional embodiments, the intelligent management and control system for power engineering further includes: the location unit based on the LBS technology is in communication connection with the external network management and control platform 500 through the communication base station 300 to periodically acquire the location information of the target object 900 installed with the location unit, wherein the target object 900 is a constructor or construction equipment of the power engineering. Preferably, the external network management and control platform 500 is provided with a security interaction gateway 400, and the security interaction gateway 400 filters data sent by the communication base station 300 according to a preset security rule. Further, the secure interaction gateway 400 performs secure identity authentication on the accessed target object 900 and interacts with the authenticated target object 900.
In this embodiment of the application, by installing a positioning unit based on the LBS technology on the constructor or the construction equipment, the external network management and control platform 500 can acquire the position information of the constructor or the construction equipment through the mobile internet, and perform interactive proofreading with the position information acquired by the geo-fence 100, thereby further improving management and scheduling of the constructor and the construction equipment.
Meanwhile, constructors or construction equipment can access the external network management and control platform 500 through the safety interactive gateway 400, and reflect the construction progress and the construction problems to each external network management and control platform in real time; the external network management and control platform 500 performs identity authentication on the accessed constructors or construction equipment through the security interaction gateway 400, and determines the network access authority of the corresponding constructors or construction equipment according to the authentication result. Therefore, the network security of the intelligent management and control system for power construction is further improved.
In the embodiment of the application, the network spherical camera is installed on the electric power engineering site, so that the real-time image acquisition on the electric power engineering site is realized, and the video image of the electric power engineering site is obtained, thereby realizing the monitoring with large range and wide angle; the video images are sent to the communication base station 300 through a Zigbee protocol, so that short-distance and high-efficiency data transmission between the network spherical camera and the communication base station 300 is realized; the communication base station 300 transmits the video images to the external network control platform 500 and the internal network control platform 700, and the external network control platform 500 and the internal network control platform 700 respectively perform feature recognition on the video images to respectively obtain a first recognition result and a second recognition result; further, the intranet management and control platform 700 sends the obtained second identification result to the extranet management and control platform 500, and the extranet management and control platform 500 compares the first identification result with the second identification result to determine whether to send out a security alarm; feeding back the comparison result to a preset recognition model, and indirectly improving the recognition accuracy of the recognition model through the training effect of the public cloud platform on the self-built recognition model; the data security of the intranet control platform 700 is effectively improved by setting an isolation website between the intranet control platform 700 and the extranet control platform 500; meanwhile, the external network management and control platform 500 performs identity authentication on the accessed personnel and equipment through the security interaction gateway 400, so that the network security of the external network management and control platform 500 is improved. Therefore, real-time monitoring of the electric power engineering site is realized, the judgment precision of the identification model on the dangerous condition of the electric power engineering site is improved, the dangerous condition occurring in the electric power engineering site can be judged more effectively and rapidly, the countermeasure can be taken in time, and the loss is reduced; moreover, the data security of the intranet management and control platform 700 is effectively ensured, and the network security of the extranet management and control platform 500 is improved.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (10)
1. The utility model provides an electric power engineering's intelligence management and control system which characterized in that includes: the system comprises a network spherical monitoring camera, an external network control platform and an internal network control platform;
the network spherical monitoring camera is used for carrying out video monitoring on the electric power engineering site, acquiring a video image of the electric power engineering site in real time, and transmitting the video image to the outer network control platform and the inner network control platform through a communication base station based on a Zigbee protocol;
the external network management and control platform receives the video image and performs characteristic identification according to the video image to obtain a first identification result;
the intranet management and control platform receives the video image, performs feature recognition according to the video image to obtain a second recognition result, and sends the second recognition result to the extranet management and control platform, so that the extranet management and control platform determines whether to send out a safety alarm according to the first recognition result and the second recognition result.
2. The intelligent management and control system for power engineering according to claim 1, wherein the power engineering site is divided into a plurality of construction areas by a plurality of geo-fences, and each geo-fence corresponds to one construction area;
in a corresponding manner, the first and second optical fibers are,
and correspondingly arranging one or more network spherical monitoring cameras in each geo-fence according to the area of the construction area.
3. The intelligent management and control system for power engineering according to claim 1, wherein the extranet management and control platform performs feature recognition on the received video image based on an open cloud platform to obtain the first recognition result.
4. The intelligent management and control system for power engineering according to claim 1, wherein the intranet management and control platform performs feature recognition on the video image based on a preset recognition model to obtain a second recognition result, and sends the second recognition result to the extranet management and control platform.
5. The intelligent management and control system for power engineering according to claim 4, wherein the extranet management and control platform compares the second identification result with the first identification result to determine whether to issue a safety alarm.
6. The intelligent management and control system for power engineering according to claim 1, wherein the extranet management and control platform and the intranet management and control platform are in one-way communication connection through an isolation device, wherein the intranet management and control platform can access the extranet management and control platform through the isolation device, and the isolation device blocks the extranet management and control platform from accessing the intranet management and control platform.
7. The intelligent management and control system for power engineering according to claim 6, wherein the isolation device is an isolation gatekeeper.
8. The intelligent management and control system for power engineering according to any one of claims 1-7, further comprising: the positioning unit is in communication connection with the external network management and control platform through the communication base station so as to periodically acquire the position information of a target object provided with the positioning unit, wherein the target object is for constructors or construction equipment of the power engineering.
9. The intelligent management and control system for power engineering according to claim 8, wherein the external network management and control platform is provided with a security interaction gateway, and the security interaction gateway filters data sent by the communication base station according to preset security rules.
10. The intelligent management and control system for power engineering according to claim 9, wherein the secure interaction gateway performs secure identity authentication on the accessed target object and interacts with the authenticated target object.
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| CN202111308379.9A CN114202871A (en) | 2021-11-05 | 2021-11-05 | Intelligent management and control system for electric power engineering |
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| CN202111308379.9A CN114202871A (en) | 2021-11-05 | 2021-11-05 | Intelligent management and control system for electric power engineering |
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