CN117578721A - Three-dimensional visualization system of photovoltaic power station - Google Patents
Three-dimensional visualization system of photovoltaic power station Download PDFInfo
- Publication number
- CN117578721A CN117578721A CN202311545987.0A CN202311545987A CN117578721A CN 117578721 A CN117578721 A CN 117578721A CN 202311545987 A CN202311545987 A CN 202311545987A CN 117578721 A CN117578721 A CN 117578721A
- Authority
- CN
- China
- Prior art keywords
- monitoring
- photovoltaic power
- power station
- data
- data acquisition
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000012800 visualization Methods 0.000 title claims abstract description 13
- 238000012544 monitoring process Methods 0.000 claims abstract description 73
- 238000004458 analytical method Methods 0.000 claims abstract description 41
- 230000002159 abnormal effect Effects 0.000 claims abstract description 25
- 238000005516 engineering process Methods 0.000 claims abstract description 20
- 238000013461 design Methods 0.000 claims abstract description 11
- 230000008859 change Effects 0.000 claims abstract description 5
- 230000005540 biological transmission Effects 0.000 claims description 23
- 238000012545 processing Methods 0.000 claims description 20
- 238000003331 infrared imaging Methods 0.000 claims description 8
- 230000005856 abnormality Effects 0.000 claims description 3
- 238000001514 detection method Methods 0.000 claims description 3
- 230000002265 prevention Effects 0.000 claims description 3
- 230000000007 visual effect Effects 0.000 claims description 3
- 238000007726 management method Methods 0.000 abstract description 9
- 238000007405 data analysis Methods 0.000 abstract description 4
- 238000000034 method Methods 0.000 abstract description 4
- 230000010485 coping Effects 0.000 abstract description 2
- 238000011161 development Methods 0.000 abstract description 2
- 230000010354 integration Effects 0.000 abstract description 2
- 230000008569 process Effects 0.000 abstract description 2
- 230000001737 promoting effect Effects 0.000 abstract description 2
- 238000004171 remote diagnosis Methods 0.000 description 11
- 230000007547 defect Effects 0.000 description 4
- 238000003745 diagnosis Methods 0.000 description 3
- 206010000369 Accident Diseases 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000007689 inspection Methods 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008901 benefit Effects 0.000 description 1
- 238000013523 data management Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00002—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00001—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by the display of information or by user interaction, e.g. supervisory control and data acquisition systems [SCADA] or graphical user interfaces [GUI]
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00006—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
- H02J13/00016—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using a wired telecommunication network or a data transmission bus
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00006—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
- H02J13/00022—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using wireless data transmission
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
- H02J13/00032—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Photovoltaic Devices (AREA)
Abstract
The invention discloses a three-dimensional visualization system of a photovoltaic power station, which belongs to the field of a system for realizing integration of three-dimensional visualization monitoring and early warning based on a digital twin photovoltaic power station intelligent monitoring and management technology, and comprises a scheme of a data acquisition module, a scheme of an intelligent video analysis module design and a scheme of a photovoltaic panel fireproof monitoring module design. According to the invention, through the technical means of automatic data acquisition, intelligent video analysis, big data analysis and the like, comprehensive monitoring and management of the photovoltaic power station are realized, an operation manager can timely obtain accurate data information, and can actively process abnormal conditions, so that the operation efficiency and the resource utilization rate of the photovoltaic power station are improved, the utilization efficiency of clean energy is improved, the dependence on traditional energy is reduced, and powerful support is provided for promoting sustainable development and coping with climate change through the invention of the intelligent monitoring and management technology of the photovoltaic power station.
Description
Technical Field
The invention relates to the field of a system for realizing integration of three-dimensional visual monitoring and early warning based on a digital twin photovoltaic power station intelligent monitoring and management technology, in particular to a three-dimensional visual system of a photovoltaic power station.
Background
The existing photovoltaic power station monitoring and management technology mainly comprises a traditional data acquisition module, a video monitoring module, a remote diagnosis module and a fireproof monitoring module, but the technologies have some defects and problems, so that the application effect and efficiency of the technologies in the operation management of the photovoltaic power station are limited.
Firstly, the traditional data acquisition module has a certain limitation in terms of accuracy and real-time performance of data, most of traditional data acquisition equipment is scattered hardware equipment, manual regular inspection and data acquisition are needed, the possibility of human errors and delay exists, in addition, the data acquisition module has more monitoring points and wide distribution for a large-scale photovoltaic power station, and the maintenance and management cost is high.
In addition, the traditional video monitoring module can only provide real-time images or video streams, lacks deeper analysis and processing functions, and has no effective image processing and intelligent analysis algorithm, so that the video monitoring can only be used as a passive observation means, active monitoring and early warning of abnormal conditions can not be realized, meanwhile, certain challenges exist in data storage and management of the video monitoring module, and efficient storage and retrieval of a large number of video streams are difficult.
The remote diagnosis module mainly monitors and diagnoses the operation state of the photovoltaic power station through remote data transmission and analysis, however, due to the limitation of data transmission and processing, the remote diagnosis module can only provide simple fault judgment and alarm functions and cannot perform deeper problem analysis and positioning, and meanwhile, when the connection is unstable or a network fails, the effect of the remote diagnosis module is affected to a certain extent.
The fireproof monitoring module is mainly used for monitoring fire sources and abnormal high temperature conditions in the photovoltaic station so as to reduce occurrence of fire accidents, however, the traditional fireproof monitoring module can only provide discrete point-shaped monitoring generally, cannot monitor and early warn omnidirectionally, and is limited in monitoring and diagnosing of complicated high temperature conditions of electrical equipment.
Disclosure of Invention
The invention aims to provide a three-dimensional visualization system of a photovoltaic power station, which aims to solve the problems that the traditional data acquisition system, the video monitoring system, the remote diagnosis system and the fireproof monitoring system in the background art have certain limitations and cannot meet the requirements of efficient and safe operation of the photovoltaic power station.
In order to achieve the above purpose, the present invention provides the following technical solutions: a three-dimensional visualization system of a photovoltaic power station comprises a scheme of a data acquisition module, a scheme of an intelligent video analysis module design and a scheme of a photovoltaic panel fireproof monitoring module design. The method comprises the steps of carrying out a first treatment on the surface of the
As a further preferred aspect of the present invention: the data acquisition module is designed:
(1) Building an automatic data acquisition unit of the power station, and connecting the automatic data acquisition unit with each key device of the photovoltaic power station;
(2) The design data acquisition sensor comprises sensors such as temperature, humidity, irradiance, voltage and the like and is used for monitoring the running state of the photovoltaic power station in real time;
(3) Transmitting the acquired data to a computer monitoring module by utilizing a wireless transmission technology or wired network connection;
(4) Designing a flow chart of data acquisition and transmission, and ensuring accurate acquisition and timely transmission of data;
as a further preferred aspect of the present invention: the data acquisition module automatically acquires data information of key equipment, including parameters such as temperature, humidity, irradiance, voltage and the like, monitors data in real time by utilizing a sensor, and transmits the data to a computer monitoring center through a wireless or wired network, and intelligent processing of the computer monitoring center can monitor, measure and analyze the acquired data to provide real-time and accurate data support;
as a further preferred aspect of the present invention: the intelligent video analysis module:
(1) Introducing a video scheme secondary access scheme, installing a camera in a photovoltaic power station, and monitoring the photovoltaic power station area in all weather;
(2) Designing analysis and recognition algorithms of video streams, including functions of anomaly detection, target recognition and the like;
(3) A video streaming network is established, so that the timely transmission and storage of video data are ensured;
(4) Designing a flow chart of an intelligent video analysis system, and ensuring accurate analysis and processing of video streams;
as a further preferred aspect of the present invention: the intelligent video analysis module monitors the photovoltaic power station area by a camera in all weather, transmits the video stream to the intelligent video analysis system, analyzes and identifies the video stream by utilizing an image processing and intelligent analysis algorithm, realizes active monitoring and early warning of abnormal conditions, and sends an alarm and provides a corresponding processing scheme once the abnormal conditions are found;
as a further preferred aspect of the present invention: the photovoltaic board fire prevention monitoring module:
(1) Introducing visible light recognition and thermal infrared imaging recognition technology, and installing corresponding monitoring equipment;
(2) Designing an abnormal high-temperature early warning algorithm of a fire source and electrical equipment, and realizing an abnormal monitoring function;
(3) Establishing a data transmission network of an anomaly monitoring system, and ensuring timely transmission and storage;
(4) Designing a flow chart of an anomaly monitoring system, and ensuring all-weather monitoring and timely early warning;
as a further preferred aspect of the present invention: the photovoltaic panel fireproof monitoring module monitors the abnormality of the internal area of the photovoltaic power station all weather through visible light recognition and thermal infrared imaging recognition technology, and the system monitors the temperature change in real time by using a preset fire source and electrical equipment abnormal high temperature early warning algorithm, and early warns and takes corresponding measures in time to reduce the occurrence of fire and other accidents;
compared with the prior art, the invention has the beneficial effects that:
1. according to the invention, through technical means such as automatic data acquisition, intelligent video analysis and big data analysis, comprehensive monitoring and management of the photovoltaic power station are realized, so that an operation manager can timely obtain accurate data information, and can actively process abnormal conditions, thereby improving the operation efficiency and resource utilization rate of the photovoltaic power station;
2. according to the invention, potential safety hazards are found in time through intelligent video analysis and fireproof monitoring technology, and corresponding early warning and processing schemes are given, so that fire accidents are effectively prevented, and the safety and reliability of the photovoltaic power station are improved;
3. according to the invention, the hidden defects of the equipment are accurately and quantitatively analyzed through a remote diagnosis technology, a rapid and accurate processing scheme is provided, so that the manpower inspection and maintenance cost is reduced, and the efficiency and accuracy of fault processing are improved;
4. according to the invention, through the intelligent monitoring and management technology of the photovoltaic power station, the utilization efficiency of clean energy is improved, the dependence on traditional energy is reduced, and powerful support is provided for promoting sustainable development and coping with climate change.
Drawings
FIG. 1 is a flow chart of data acquisition;
FIG. 2 is a flow chart of intelligent analysis of video;
FIG. 3 is a remote diagnostic flow chart;
FIG. 4 is a flow chart of anomaly monitoring;
fig. 5 is an overall solution frame diagram.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Examples
Referring to fig. 1-5, the present invention provides a technical solution: a three-dimensional visualization system of a photovoltaic power station comprises a scheme of a data acquisition module, a scheme of an intelligent video analysis module design and a scheme of a photovoltaic panel fireproof monitoring module design.
In this embodiment, specific: and (3) designing a data acquisition module:
(1) Building an automatic data acquisition unit of the power station, and connecting the automatic data acquisition unit with each key device of the photovoltaic power station;
(2) The design data acquisition sensor comprises sensors such as temperature, humidity, irradiance, voltage and the like and is used for monitoring the running state of the photovoltaic power station in real time;
(3) Transmitting the acquired data to a computer monitoring module by utilizing a wireless transmission technology or wired network connection;
(4) And designing a flow chart for data acquisition and transmission, and ensuring accurate acquisition and timely transmission of data.
In this embodiment, specific: the data acquisition module is used for automatically acquiring data information of key equipment, including parameters such as temperature, humidity, irradiance and voltage, monitoring data in real time by using the sensor, and transmitting the data to a computer monitoring center through a wireless or wired network, intelligent processing of the computer monitoring center can monitor, measure and analyze the acquired data, real-time and accurate data support is provided, an automatic data acquisition unit of a power station is built, a data acquisition sensor is designed, a data transmission mode is established, a data acquisition and transmission flow chart is designed, a remote diagnosis module is designed, and an intelligent video analysis module is designed according to the following scheme: introducing a secondary access scheme of a video scheme, designing analysis and identification algorithms of video streams, establishing a video stream transmission network, designing a flow chart of an intelligent video analysis module, designing a remote diagnosis module, establishing a big data analysis platform, constructing an intelligent analysis model, combining electronic map navigation and intelligent alarm diagnosis functions, designing a flow chart of the remote diagnosis module, and designing a fireproof monitoring module: the method comprises the steps of introducing visible light identification and thermal infrared imaging identification technologies, installing corresponding monitoring equipment, designing an abnormal high-temperature early warning algorithm of a fire source and electrical equipment to realize a fireproof monitoring function, and designing a flow chart of a fireproof monitoring module to realize all-weather monitoring and timely early warning.
In this embodiment, specific: intelligent video analysis module:
(1) Introducing a video scheme secondary access scheme, installing a camera in a photovoltaic power station, and monitoring the photovoltaic power station area in all weather;
(2) Designing analysis and recognition algorithms of video streams, including functions of anomaly detection, target recognition and the like;
(3) A video streaming network is established, so that the timely transmission and storage of video data are ensured;
(4) And designing a flow chart of the intelligent video analysis system to ensure accurate analysis and processing of video streams.
In this embodiment, specific: the intelligent video analysis module monitors the photovoltaic power station area by the camera in all weather, transmits the video stream to the intelligent video analysis system, analyzes and identifies the video stream by utilizing an image processing and intelligent analysis algorithm, realizes active monitoring and early warning of abnormal conditions, and sends an alarm and provides a corresponding processing scheme once the abnormal conditions are found.
In this embodiment, specific: photovoltaic board fire prevention monitoring module:
(1) Introducing visible light recognition and thermal infrared imaging recognition technology, and installing corresponding monitoring equipment;
(2) Designing an abnormal high-temperature early warning algorithm of a fire source and electrical equipment, and realizing an abnormal monitoring function;
(3) Establishing a data transmission network of an anomaly monitoring system, and ensuring timely transmission and storage;
(4) And designing a flow chart of an anomaly monitoring system, so as to ensure all-weather monitoring and timely early warning.
In this embodiment, specific: the photovoltaic panel fireproof monitoring module monitors the abnormality of the internal area of the photovoltaic power station all-weather through visible light recognition and thermal infrared imaging recognition technology, and the system monitors the temperature change in real time by using a preset fire source and electrical equipment abnormal high temperature early warning algorithm, and early warns and takes corresponding measures in time, so that the occurrence of fire and other accidents is reduced.
Principle of operation or principle of structure: the system utilizes image processing and intelligent analysis algorithm to analyze and identify the video stream, realizes active monitoring and early warning of abnormal conditions, and once the abnormal conditions are found, the system sends an alarm and provides a corresponding processing scheme, the remote diagnosis system conducts hidden defect identification and analysis through a big data analysis platform and an intelligent analysis model, compares the acquired data with a preset model, realizes remote diagnosis and treatment of a photovoltaic module by utilizing electronic map navigation and intelligent alarm diagnosis functions, and an operation manager can quickly eliminate defects and improve resource utilization rate and benefit according to diagnosis results provided by the system, the abnormal monitoring system conducts early warning and monitoring of the abnormal conditions by utilizing the visible light identification and thermal infrared imaging identification technology, and the system conducts all-weather monitoring and early warning of the abnormal conditions by utilizing the preset fire source monitoring algorithm and the corresponding equipment in the electric power station.
Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (7)
1. A three-dimensional visual system of photovoltaic power plant, characterized in that: the intelligent video analysis module comprises a scheme of a data acquisition module, a scheme of an intelligent video analysis module design and a scheme of a photovoltaic panel fireproof monitoring module design.
2. A three-dimensional visualization system of a photovoltaic power plant as recited in claim 1, wherein: the data acquisition module is designed:
(1) Building an automatic data acquisition unit of the power station, and connecting the automatic data acquisition unit with each key device of the photovoltaic power station;
(2) The design data acquisition sensor comprises sensors such as temperature, humidity, irradiance, voltage and the like and is used for monitoring the running state of the photovoltaic power station in real time;
(3) Transmitting the acquired data to a computer monitoring module by utilizing a wireless transmission technology or wired network connection;
(4) And designing a flow chart for data acquisition and transmission, and ensuring accurate acquisition and timely transmission of data.
3. A three-dimensional visualization system of a photovoltaic power plant as recited in claim 2, wherein: the data acquisition module automatically acquires data information of key equipment, including parameters such as temperature, humidity, irradiance and voltage, monitors data in real time by using the sensor, and transmits the data to the computer monitoring center through a wireless or wired network, and intelligent processing of the computer monitoring center can monitor, measure and analyze the acquired data to provide real-time and accurate data support.
4. A three-dimensional visualization system of a photovoltaic power plant as recited in claim 1, wherein: the intelligent video analysis module:
(1) Introducing a video scheme secondary access scheme, installing a camera in a photovoltaic power station, and monitoring the photovoltaic power station area in all weather;
(2) Designing analysis and recognition algorithms of video streams, including functions of anomaly detection, target recognition and the like;
(3) A video streaming network is established, so that the timely transmission and storage of video data are ensured;
(4) And designing a flow chart of the intelligent video analysis system to ensure accurate analysis and processing of video streams.
5. The three-dimensional visualization system of claim 4, wherein: the intelligent video analysis module monitors the photovoltaic power station area by the camera in all weather, transmits the video stream to the intelligent video analysis system, analyzes and identifies the video stream by utilizing an image processing and intelligent analysis algorithm, realizes active monitoring and early warning of abnormal conditions, and sends an alarm and provides a corresponding processing scheme once the abnormal conditions are found.
6. A three-dimensional visualization system of a photovoltaic power plant as recited in claim 1, wherein: the photovoltaic board fire prevention monitoring module:
(1) Introducing visible light recognition and thermal infrared imaging recognition technology, and installing corresponding monitoring equipment;
(2) Designing an abnormal high-temperature early warning algorithm of a fire source and electrical equipment, and realizing an abnormal monitoring function;
(3) Establishing a data transmission network of an anomaly monitoring system, and ensuring timely transmission and storage;
(4) And designing a flow chart of an anomaly monitoring system, so as to ensure all-weather monitoring and timely early warning.
7. The three-dimensional visualization system of claim 6, wherein: the photovoltaic panel fireproof monitoring module monitors the abnormality of the internal area of the photovoltaic power station all-weather through visible light recognition and thermal infrared imaging recognition technology, and the system monitors the temperature change in real time by using a preset fire source and electrical equipment abnormal high temperature early warning algorithm, and early warns and takes corresponding measures in time, so that the occurrence of fire and other accidents is reduced.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311545987.0A CN117578721A (en) | 2023-11-20 | 2023-11-20 | Three-dimensional visualization system of photovoltaic power station |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311545987.0A CN117578721A (en) | 2023-11-20 | 2023-11-20 | Three-dimensional visualization system of photovoltaic power station |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN117578721A true CN117578721A (en) | 2024-02-20 |
Family
ID=89894925
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311545987.0A Pending CN117578721A (en) | 2023-11-20 | 2023-11-20 | Three-dimensional visualization system of photovoltaic power station |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117578721A (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118763990A (en) * | 2024-06-25 | 2024-10-11 | 华电新能源集团股份有限公司广东分公司 | Intelligent data monitoring system for distributed photovoltaic power stations based on the Internet of Things |
| CN118839617A (en) * | 2024-07-29 | 2024-10-25 | 苏州华天国科电力科技有限公司 | Periodic digital twin auxiliary management platform for photovoltaic construction |
-
2023
- 2023-11-20 CN CN202311545987.0A patent/CN117578721A/en active Pending
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118763990A (en) * | 2024-06-25 | 2024-10-11 | 华电新能源集团股份有限公司广东分公司 | Intelligent data monitoring system for distributed photovoltaic power stations based on the Internet of Things |
| CN118839617A (en) * | 2024-07-29 | 2024-10-25 | 苏州华天国科电力科技有限公司 | Periodic digital twin auxiliary management platform for photovoltaic construction |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN117578721A (en) | Three-dimensional visualization system of photovoltaic power station | |
| CN112462449B (en) | Intelligent circuit comprehensive monitoring system based on data fusion | |
| CN111599031A (en) | Inspection data acquisition and analysis method and system for power inspection robot | |
| CN106003040A (en) | Transformer substation inspection robot system with obstacle avoidance function | |
| CN110032152A (en) | A kind of intelligent workshop management system and application method based on Internet of Things | |
| US20220145861A1 (en) | Visual recognition system for wind turbines | |
| CN203759160U (en) | Integrated intelligent monitoring system of transformer station | |
| CN106003075A (en) | Transformer substation inspection robot system with speech communication function | |
| CN115562227A (en) | Transformer substation inspection robot monitoring method and device and computer equipment | |
| CN118522431A (en) | Medical equipment state monitoring system based on artificial intelligence platform | |
| CN107765621A (en) | The automatic inspection method and automatic inspection tour system of a kind of substation equipment | |
| CN116011992A (en) | An existing building operation and maintenance management system based on BIM technology | |
| CN115741746A (en) | Intelligent inspection system and inspection method thereof | |
| CN207612123U (en) | An automatic inspection system for substation equipment | |
| CN212133989U (en) | An Indoor Leakage Detection System of Substation Based on Image Acquisition | |
| CN118864157A (en) | Intelligent management system and method of new energy stations based on 5G communication | |
| CN118827925A (en) | Substation intelligent inspection image processing method and system based on artificial intelligence | |
| CN108400653A (en) | A kind of intelligent substation inspection system | |
| CN209313529U (en) | A power equipment operation monitoring system | |
| CN111426428A (en) | A system and method for detecting indoor water leakage in substations based on image acquisition | |
| CN118111504A (en) | Intelligent construction engineering monitoring network system and method | |
| CN106908703A (en) | Transformer station's O＆M real-time detection apparatus | |
| CN211744146U (en) | An integrated sensing terminal system for power distribution room | |
| CN116667783A (en) | Distributed photovoltaic power station maintenance system | |
| CN117082206A (en) | Wearable intelligent inspection device of photovoltaic power station based on MR+4G technology |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication |