CN114092279A - Full-service ubiquitous visual intelligent power operation and maintenance system - Google Patents
Full-service ubiquitous visual intelligent power operation and maintenance system Download PDFInfo
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Abstract
The invention belongs to the technical field of electric power operation and maintenance, in particular to a full-service ubiquitous visual intelligent electric power operation and maintenance system which comprises a micro-service architecture and terminal application, the micro-service architecture comprises core business services, platform basic services and interface interaction services, the terminal applications comprise WEB end applications, the whole business is ubiquitous in advanced technologies such as visual intelligent power operation and maintenance system integrated power automation, IOT (internet of things), big data analysis, artificial intelligence, geographic information and three-dimensional virtual simulation, the business links such as power generation, power transmission and power distribution are covered, the applications such as operation scheduling visual management, asset visual management, visual safety emergency training and drilling, intelligent mobile inspection, big data analysis auxiliary decision making, production command monitoring large screen and the like are provided, therefore, the purposes of improving the operation and maintenance management efficiency of the power enterprise, optimizing resource allocation, reducing labor cost and ensuring safe and stable operation are achieved.
Description
Technical Field
The invention relates to the technical field of electric power operation and maintenance, in particular to a full-service ubiquitous visual intelligent electric power operation and maintenance system.
Background
Based on modern information technology, a ubiquitous power Internet of things is constructed. The ubiquitous power internet of things is an intelligent service system which is characterized in that modern information technologies such as 'big cloud thing moving intelligence' (big data, cloud computing, internet of things, mobile internet and artificial intelligence) and advanced communication technologies are fully applied around all links of a power system, all things interconnection and man-machine interaction in all links of the power system are achieved, and the ubiquitous power internet of things system has the advantages of being comprehensive in state, efficient in information processing and convenient and flexible in application.
In 2019, 3, 8, the national grid company is ubiquitous on the electric power internet of things construction work deployment video conference, comprehensive deployment arrangement is made on the ubiquitous electric power internet of things, and implementation of a strategy of 'three-type two-network, world-first' is accelerated. A2016 & lt & one plus 2021 year old China smart grid industry market and investment strategy planning analysis report issued by the middle-investment advisor industry research institute indicates that a smart grid is a novel grid formed by highly integrating modern advanced sensing measurement technology, communication technology, information technology, computer technology and control technology with a physical grid on the basis of the physical grid, so that an electric power operation and maintenance system is needed to fully meet the requirements of users on electric power, optimize resource allocation, ensure the safety, reliability and economy of electric power supply, meet environmental protection constraints, ensure the quality of electric power, adapt to the market development of electric power and the like, and realize reliable, economic, clean and interactive electric power supply and value-added service for the users.
Disclosure of Invention
The invention aims to provide a full-service ubiquitous visual intelligent power operation and maintenance system, and aims to solve the problems that the existing power operation and maintenance system is low in operation and maintenance management efficiency and needs basic-level staffs in the background art.
In order to achieve the purpose, the invention provides the following technical scheme: the full-service ubiquitous visual intelligent power operation and maintenance system comprises a micro-service architecture and terminal applications, wherein the micro-service architecture comprises core service, platform basic service and interface interaction service, and the terminal applications comprise WEB terminal applications;
the core business service comprises a WEB end consumption service module, a mobile end consumption service module and a business expansion business processing service module, wherein the business expansion business processing service module is responsible for uniformly processing all business logics and externally provides the business logics for WEB end application by the WEB end consumption service module and the mobile end consumption service module respectively for calling;
the platform basic service is responsible for unified message service, scheduling early warning service, report service, flow collaborative service and distributed file service;
the interface interaction service is responsible for channel interaction service, interaction service with a marketing system and other interface services;
the WEB side application comprises an intelligent electric power operation and maintenance large screen module, an intelligent voice virtual reality modeling module and a network distributed virtual reality module;
the intelligent electric power operation and maintenance large-screen module is responsible for displaying a visual browsing interface, so that information can be analyzed conveniently and data can be browsed visually;
the intelligent voice virtual reality modeling module is used for collecting information data in the work of the transformer substation and transmitting the information data to the server for background processing through a wireless transmission technology;
the network distributed virtual reality module is responsible for realizing a three-dimensional virtual scene and is used for assisting electric power workers in splitting the power transformation primary equipment in a virtual state.
Preferably, the intelligent power operation and maintenance large-screen module comprises a front-end browsing interface and a back-end information management.
Preferably, the front-end browsing interface includes digital map information, a digital machine room, security implementation monitoring and digital icon index parameters, and the back-end information management includes role management, site management, data collection, data analysis, event logs and command scheduling.
Preferably, when the intelligent voice virtual reality modeling module collects information data in work of the transformer substation, the transformer substation workflow is patrolled by four processes to obtain the information data, and the obtained information data comprises signboard identification, operation target identification and operation track identification.
Preferably, the intelligent voice virtual reality modeling module performs background processing, including voice communication, image storage, real-time alarm and intelligent unlocking.
Compared with the prior art, the invention has the beneficial effects that:
1) the full-service ubiquitous visual intelligent power operation and maintenance system integrates advanced technologies such as power automation, IOT (internet of things), big data analysis, artificial intelligence, geographic information and three-dimensional virtual simulation, covers service links such as power generation, power transmission and power distribution, and provides applications such as operation scheduling visual management, asset visual management, visual safety emergency training and drilling, intelligent mobile inspection, big data analysis auxiliary decision making, production command monitoring large screen and the like, so that the purposes of improving the operation and maintenance management efficiency of power enterprises, optimizing resource allocation, reducing labor cost and guaranteeing safe and stable operation are achieved;
2) through the research and the application of this project, for the relevant personnel of communication fortune dimension system provide fortune dimension intelligent management system, solve the dispersion management in different systems, thereby promote fortune dimension personnel's management monitoring efficiency, rely on effectual rotating ring monitoring data to present, under the prerequisite of guarantee safety work conscientiously, reduce the frequency of artifical on-the-spot patrol and even realize communication system unmanned operation target, alleviate basic level's burden, promote omnidirectional professional cooperation, optimize the work flow, promote work efficiency, save a large amount of human costs.
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FIG. 1 is a diagram of the logical architecture of the system of the present invention;
FIG. 2 is a diagram of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the description of the present invention, it is to be understood that the terms "upper", "lower", "front", "rear", "left", "right", "top", "bottom", "inner", "outer", and the like, indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, are merely for convenience in describing the present invention and simplifying the description, and do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the present invention.
Referring to fig. 1-2, the present invention provides a technical solution: the full-service ubiquitous visual intelligent power operation and maintenance system comprises a micro-service architecture and terminal applications, wherein the micro-service architecture comprises core service, platform basic service and interface interaction service, and the terminal applications comprise WEB terminal applications;
the core business service comprises a WEB end consumption service module, a mobile end consumption service module and a business expansion business processing service module, wherein the business expansion business processing service module is responsible for uniformly processing all business logics and externally provides the business logics for WEB end application by the WEB end consumption service module and the mobile end consumption service module respectively for calling;
the platform basic service is responsible for unified message service, scheduling early warning service, report service, flow collaborative service and distributed file service;
the interface interaction service is responsible for channel interaction service, interaction service with a marketing system and other interface services;
the WEB side application comprises an intelligent power operation and maintenance large screen module, an intelligent voice virtual reality modeling module and a network distributed virtual reality module;
the intelligent power operation and maintenance large-screen module is responsible for displaying a visual browsing interface, so that information can be analyzed conveniently and data can be browsed visually;
the intelligent voice virtual reality modeling module is used for collecting information data in the work of the transformer substation and transmitting the information data to the server for background processing through a wireless transmission technology;
the network distributed virtual reality module is responsible for realizing a three-dimensional virtual scene and is used for assisting electric power workers in splitting the primary power transformation equipment in a virtual state.
The full-service ubiquitous visual intelligent power operation and maintenance system can meet the requirements of uninterrupted service in 7 x 24 hours, stable and reliable operation and follow the related requirements of information safety, and meanwhile, 5G and 5.8G LTE wireless channels are adopted to meet the communication requirements of power communication routing inspection, remote assistance and the like. For other requirements, the requirements related to the performance, reliability, applicability and maintainability and usability of operation monitoring in technical specifications of Q/GDW10131-2017 power system real-time dynamic monitoring systems, non-functional requirement specifications of Q/GDW 11212 and 2014 national grid company information system and detailed rules of national grid company information system construction and transportation implementation are met;
on the basis of following the general information security strategy of a national power grid company, the full-service ubiquitous visual intelligent electric power operation and maintenance system meets the information security requirements of the national power grid company, the security protection strength reaches the security protection standard of an information intranet of the national power grid company, and when the system runs in the information intranet, security detection and protection devices such as a firewall, an IPS and the like need to be deployed at the system boundary, so that the diffusion of security events among the systems is avoided, and security attacks and high-risk behaviors from an accessed system are isolated;
the full-service ubiquitous visual intelligent power operation and maintenance system ensures the application safety of the system by adopting the modes of user authentication, authority management and the like, and ensures the data safety of key sensitive data by adopting the modes of login authentication, strict authorization, transmission encryption, data real-time backup and the like in order to ensure the confidentiality, integrity and availability of system service data in the processes of transmission, processing and storage;
the full-service ubiquitous visual intelligent power operation and maintenance system adopts a B/S structure, a client accesses a database server through an application server, the application server and the database server are deployed in a protected safety area by adopting a database connection pool mechanism, so that the client can only access data of the system through an application program running on the application server, and a service terminal is forbidden to directly access the database by bypassing application software;
the full-service ubiquitous visual intelligent power operation and maintenance system adopts a database server resource use management strategy to prevent specific service operation of certain users from overusing server resources, a plurality of service modules of the system respectively correspond to a plurality of database users, and the permission of accessing database objects such as service data tables, views and storage processes is granted to the database users of each module through the safety function characteristics of database software.
The whole-service ubiquitous visual intelligent power operation and maintenance system comprises the following components in terms of maintainability: the TMS system and the data interface of the dynamic ring monitoring system are integrated and developed by adopting the data transmission standard in the industry, the increase and decrease of equipment can realize dynamic change in the system, the 3D modeling adopts the international universal technical standard, and personnel with related professional skills can realize the maintenance of the modeling data of the system after training;
the full-service ubiquitous visual intelligent power operation and maintenance system is designed and developed by using an industry standard framework mode, the expansibility of the system is fully considered during system design and development, sufficient coding space is reserved for later modification and expansion, and the original data can be continuously used after the system is upgraded or migrated;
SG-UAP is adopted in component development, the design, development and test flow strictly follows national network specifications, and on the basis of theoretical calculation, the following requirements are simulated for testing through a testing tool (loadrunner) before the component is on line, and the following stability requirements are met: the component operates stably when bearing the service operation that the maximum concurrent user number continuously operates for 2 hours, the service failure rate does not exceed 0.1 percent, the average occupancy rate of a CPU is lower than 70 percent, the occupancy rate of a memory is not obviously increased, and the initial value of the memory is recovered after 1 hour; the component operates stably when bearing forty percent of maximum concurrent user number and continuously operates for 8 hours of business operation, the business failure rate is not more than 0.1 percent, the average occupancy rate of a CPU is lower than 70 percent, the occupancy rate of a memory is not obviously increased, and the initial value of the memory is recovered after 1 hour; the module runs stably when bearing the business operation that the maximum online user number runs for 1 hour continuously, the business failure rate does not exceed 0.1%, the average occupancy rate of the CPU is lower than 70%, the occupancy rate of the memory is not increased obviously, and the initial value of the memory is recovered after 1 hour.
The intelligent electric power operation and maintenance large-screen module consists of a front end and a rear end together, and information analysis and data browsing are performed visually on a visual browsing interface; the front-end browsing interface is as follows: digital map information, a digital machine room, safety implementation monitoring and digital icon index parameters; the back-end information management is as follows: role management, site management, data collection, data analysis, event logs and command scheduling;
the digital map information is finally expected to draw the whole map section by taking each practical coordinate as a coordinate; therefore, the national network information is macroscopically browsed, and the operation state of the national network information is known by judging the color information of the browsed website in the browsing process;
the digital machine room has the functions that information content concerned about the digital machine room is browsed through information implemented by a map, the digital machine room can be viewed through operation in an immersive mode, VR modeling of a three-dimensional machine room is carried out on a project base, a visiting leader can remotely enter the machine room in an immersive mode to carry out online roaming, and information of different regions is comprehensively known through visiting by roaming observation equipment information;
the safety real-time monitoring is used for ensuring safety, all camera equipment is managed and controlled in a networking mode, a power grid concerned by an information map can be subjected to immersive roaming through VR equipment, real-time observation can be carried out through camera calling, remote sensing control of the cameras is carried out to browse in all directions, and on-site safety information is observed, so that real-time sharing of information and early warning minute-second supervision are carried out;
potential functions indicated by the digital icons are matched with the head-mounted equipment to be used as on-site information display, data contents at a display end are formed through information transmission of the head-mounted equipment, database information analysis and special research on contents of historical data and safety data, and an inspector performs safety analysis through the information display, so that all-round guarantee is made for guaranteeing the safety of a power grid;
managing roles at the back end, performing authority hierarchical processing for different levels, performing layer-to-layer limitation for guaranteeing the safety of information, performing public display of the information, performing management and control compression of contents, and performing prevention and maintenance for ensuring the privacy of final information;
in the regional management of the information, different site levels are also set, and zone matching is performed aiming at different sites, so that a manager managing each site performs information matching of special personnel, the accuracy of the information is achieved, and the rigor and privacy of the content are achieved;
the data collection is from information acquisition and sharing at the equipment end, content area division is carried out through shared information data, information classification of the whole data network is carried out through divided area data, so that different consumption generated in different areas is solved, corresponding data analysis is carried out, the matching of the energy consumption of the power grid is solved, and the sustainable development of green energy consumption is achieved;
and the operation and maintenance large screen also assigns information according to the sent accident information, and assigns other relevant information such as real-time effective information instructions, telephone numbers, information and the like by taking the whole layout as a direction.
The full-service ubiquitous visual intelligent power operation and maintenance system comprehensively adopts 5G + LoRa +5.8GHz technology wide-band and narrow-band hybrid networking, finally realizes indoor and outdoor full coverage of three wireless terminal access modes of 5G, LoRa and 5.8G LTE of a total station, provides terminal wireless access channels for a working environment online monitoring system, an intelligent management and control system and other intelligent monitoring and control systems, and solves the requirements of safe and reliable access of high-bandwidth and large-connection services and the last 1 km communication of various intelligent sensing services, wherein 5G can realize the applications of end-to-end slicing of an intelligent power grid, power edge calculation, unmanned aerial vehicles, intelligent robot inspection and the like; the LoRa technology can be used in various network environments and is suitable for large-scale use scenes with small data volume, such as environment monitoring, electrical monitoring, cargo management, personnel positioning and the like; the 5.8GHz wireless private network realizes various service applications such as wireless high-definition video monitoring, inspection robot application, mobile office, remote scheduling, emergency communication and the like in a coverage range;
the intelligent power grid 5G network slicing technology is utilized to provide differentiated services for different services, provide strong safety isolation services for control services, and ensure flexibility, efficiency and safety of service access.
The equipment patrols and examines in the work that the person of patrolling and examining wears the head-mounted camera, patrols and examines the transformer substation's workflow through four processes in the course of the work, and the system is according to the workflow respectively: information acquisition, wireless transmission, intelligent identification and background processing;
the information acquisition part acquires real-time images of a site through a head-mounted camera, wherein the real-time images comprise label images at intervals among operation rooms, electric appliance unit images in operation cabinets, operation images of operators and the like, and original information is provided for subsequent image processing;
the wireless transmission part adopts a 5G wireless network to send the acquired real-time image information to a background server for subsequent processing through terminal equipment at present, the transmission delay is small, the average delay is less than 5 seconds, and an SD card is configured in the terminal equipment, so that the local storage of the image can be carried out, and the information loss of the image in the transmission process is prevented;
the intelligent identification part processes and identifies the image received by the background server through an image identification algorithm, and mainly carries out three types of identification: the operation target recognition is used for recognizing and positioning the operation target through matching images in a cabinet to obtain the real-time position of the operation target, then the on-off condition of a switch is automatically recognized through matching image information in an on-off switch, and the operation track recognition is used for recognizing and classifying the hand track of the operator, so that the operation behavior can be understood and classified only, and the misoperation behavior is prevented;
the background processing part is responsible for the subsequent operation of the system and mainly comprises the following functions: the intelligent unlocking system comprises voice communication, image storage, real-time alarming and intelligent unlocking, wherein a voice system realizes real-time communication with an operator through an external microphone, and carries out voice prompt on the operator when an alarm signal is received; the voice system can also realize real-time communication between an operator and a monitoring room, and for complex situations occurring on site, expert personnel can conduct voice guidance on the operator, the image storage function pairs the image information and the voice information received by the background server with the operation information of the security system and stores the image information and the voice information in the background server, so that the image information and the voice information are conveniently checked and analyzed afterwards, the real-time alarm function sends out a warning signal to the background server and the terminal equipment when the operator is in an error interval or makes an error operation behavior, and intelligent unlocking of a corresponding access control switch and a corresponding button can be realized.
Through VR technology, an electric worker wears intelligent wearable equipment to split the primary power transformation equipment in a three-dimensional virtual scene in an immersion mode, knows the internal structure and the working principle of the primary power transformation equipment of the converter station, assembles analog equipment through virtual reality technology by hands of the electric worker, and can quickly master the relevant knowledge of the electric power transformation equipment through continuous exercise and growth of application design, thereby being beneficial to the quick work of the electric worker and quickly adapting to work posts;
relying on the holographic projection technology of AR intelligent glasses and combining with a virtual space scanned with real scene high precision, superposing a data page monitored in real time and an operation page of a control panel with field equipment, mapping the page to a proper position of the real equipment according to the scanned space position, redefining Kinect gesture operation and Cortana voice recognition of the intelligent glasses, adding a common control command of an inspection worker into gestures and voice, and facilitating the inspection worker to quickly and remotely control related equipment in the inspection process;
in the process of moving and routing inspection by an inspection worker, when the inspection worker faces a position where two WiFi signals are connected, the AR intelligent glasses cannot be actively connected with an AP with a stronger signal like a common WiFi device, so that data is lost or real-time transmission cannot be achieved, the WiFi connection mechanism of the AR intelligent glasses is improved through bottom development of a built-in system of the AR intelligent glasses, and the AP with the stronger signal is preferentially selected to be actively connected through scanning of an on-site AP signal, so that the stability and smoothness of the signal are ensured;
the method comprises the steps that data of four environment sensors in AR intelligent glasses are called, spatial position information of a first person visual angle is rapidly and accurately acquired, real-time high-precision scanning virtual space is combined with the space, virtual graphics and data information are mapped to a real environment rapidly and accurately, a remote control system based on gesture voice interaction of the AR intelligent glasses is developed by U3D according to control interfaces provided by all verification equipment, and the requirement that verification personnel remotely operate designated equipment in the routing inspection process is met;
according to the actual production action frequency of the equipment, action behaviors of the equipment cannot be lost only by data acquisition of part of the equipment, particularly intelligent equipment, in the second level or even millisecond level, the scheme of adopting configuration software is determined to be infeasible by remote centralized construction requirements of multiple manufacturers, a new scheme for performing second level real-time data synchronization across a local area network needs to be researched, the second level action of the equipment changes, the situation that the equipment behaviors cannot be lost only by a visualization system which needs to complete restoration of the equipment actions in the second level is determined, meanwhile, a real-time data transmission mode is further optimized according to the processing speed of AR intelligent glasses, the framework of a background server is improved, and equipment data which are being inspected are preferentially acquired.
According to the invention, modern information communication technologies such as a 5G wireless communication technology, an artificial intelligence technology, a three-dimensional visualization technology, VR/AR and the like and a big data processing technology are fully applied around each link of the power communication system, and an intelligent operation and maintenance system with the widely interconnected links and man-machine interaction of the power communication system is established, so that guarantee is provided for the safe and stable operation of the communication system, and communication support is provided for the construction of the ubiquitous power Internet of things;
the access of the 5G wireless communication technology can greatly improve the access bandwidth of an operation and maintenance system, provide a large-bandwidth data communication basis for remote operation assistance and remote operation guidance, visually know the operation state of the communication system through three-dimensional visualization, effectively improve the control capability of the communication network and equipment, the optimization capability of resource allocation and the like, enhance the strong defense capability of system defects and risks and the emphasis control capability of the network and services through the visualization of the operation state of asset equipment and the quantification of operation indexes, realize the field operation of a professional mentor in different places through the remote guidance, improve the fault processing efficiency, the utilization rate of expert resources and the like, reduce the training cost, reduce the safety risk in a high-risk operation environment and improve the information acquisition efficiency through the virtual reality technology and the augmented reality technology;
the invention provides an operation and maintenance intelligent management system for personnel related to a communication operation and maintenance system, solves the problem of decentralized management in different systems, thereby improving the management and monitoring efficiency of the operation and maintenance personnel, depends on effective dynamic ring monitoring data presentation, reduces the frequency of manual on-site patrol, even realizes the unmanned operation target of the communication system on the premise of guaranteeing safe work practically, lightens the burden of a basic level, promotes comprehensive professional cooperation, optimizes the working process, improves the working efficiency and saves a large amount of labor cost.
While there have been shown and described the fundamental principles and essential features of the invention and advantages thereof, it will be apparent to those skilled in the art that the invention is not limited to the details of the foregoing exemplary embodiments, but is capable of other specific forms without departing from the spirit or essential characteristics thereof; the present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein, and any reference signs in the claims are not intended to be construed as limiting the claim concerned.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (5)
1. Full-service ubiquitous visual intelligent power operation and maintenance system comprises a micro-service framework and a terminal application, and is characterized in that: the micro service architecture comprises core service, platform basic service and interface interaction service, and the terminal application comprises WEB terminal application;
the core business service comprises a WEB end consumption service module, a mobile end consumption service module and a business expansion business processing service module, wherein the business expansion business processing service module is responsible for uniformly processing all business logics and externally provides the business logics for WEB end application by the WEB end consumption service module and the mobile end consumption service module respectively for calling;
the platform basic service is responsible for unified message service, scheduling early warning service, report service, flow collaborative service and distributed file service;
the interface interaction service is responsible for channel interaction service, interaction service with a marketing system and other interface services;
the WEB side application comprises an intelligent electric power operation and maintenance large screen module, an intelligent voice virtual reality modeling module and a network distributed virtual reality module;
the intelligent electric power operation and maintenance large-screen module is responsible for displaying a visual browsing interface, so that information can be analyzed conveniently and data can be browsed visually;
the intelligent voice virtual reality modeling module is used for collecting information data in the work of the transformer substation and transmitting the information data to the server for background processing through a wireless transmission technology;
the network distributed virtual reality module is responsible for realizing a three-dimensional virtual scene and is used for assisting electric power workers in splitting the power transformation primary equipment in a virtual state.
2. The full-service ubiquitous visualization intelligent power operation and maintenance system according to claim 1, wherein: the intelligent electric power operation and maintenance large-screen module comprises a front-end browsing interface and a rear-end information management module.
3. The full-service ubiquitous visualization intelligent power operation and maintenance system according to claim 2, wherein: the front-end browsing interface comprises digital map information, a digital machine room, safety implementation monitoring and digital icon index parameters, and the back-end information management comprises role management, site management, data collection, data analysis, event logs and command scheduling.
4. The full-service ubiquitous visualization intelligent power operation and maintenance system according to claim 1, wherein: when the intelligent voice virtual reality modeling module collects information data in work of a transformer substation, the transformer substation workflow is patrolled and examined by adopting four processes to obtain the information data, and the obtained information data comprises signboard identification, operation target identification and operation track identification.
5. The full-service ubiquitous visualization intelligent power operation and maintenance system according to claim 1, wherein: the intelligent voice virtual reality modeling module comprises voice communication, image storage, real-time alarm and intelligent unlocking when background processing is carried out.
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| CN202111432130.9A CN114092279A (en) | 2021-11-29 | 2021-11-29 | Full-service ubiquitous visual intelligent power operation and maintenance system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114665608A (en) * | 2022-05-19 | 2022-06-24 | 国网智能科技股份有限公司 | Intelligent sensing inspection system and method for transformer substation |
| CN114826747A (en) * | 2022-04-29 | 2022-07-29 | 西安热工研究院有限公司 | In-service smart power plant management and control framework and construction method thereof |
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2021
- 2021-11-29 CN CN202111432130.9A patent/CN114092279A/en not_active Withdrawn
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114826747A (en) * | 2022-04-29 | 2022-07-29 | 西安热工研究院有限公司 | In-service smart power plant management and control framework and construction method thereof |
| CN114826747B (en) * | 2022-04-29 | 2024-03-22 | 西安热工研究院有限公司 | In-service intelligent power plant management and control architecture and construction method thereof |
| CN114665608A (en) * | 2022-05-19 | 2022-06-24 | 国网智能科技股份有限公司 | Intelligent sensing inspection system and method for transformer substation |
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