Terminal-cloud collaborative wind power operation and maintenance diagnosis system based on 5G

A diagnostic system, operation and maintenance technology, applied in specific environment-based services, wind turbines, monitoring of wind turbines, etc., can solve problems such as untimely equipment identification and response, low equipment troubleshooting efficiency, and inability to transmit high-definition video. Achieve the effect of enhancing multi-wind field coordination and centralized scheduling, reducing manual inspection workload, and improving data transmission rate

Active Publication Date: 2021-04-02
东方电气集团科学技术研究院有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Deficiency 1: Equipment operation and maintenance is very dependent on manual regular inspections. The wind farm manually inspects the running status of the fans according to the operation and maintenance plan, and detects the health status of the fan equipment based on the work experience of the inspectors. The workload is heavy and the efficiency of equipment troubleshooting is low. If it is not timely, the fan failure rate is high
[0004] Defect 2: Acquisition of wind turbine operation data through the scada system, the data transmission volume is small, high-definition video cannot be transmitted, and there is a lack of intelligent fault diagnosis and prediction based on operating data
[0005] Defect 3: Usually, the wind turbines are installed in remote locations, widely distributed, and the geological conditions are complex. The wired network is easily affected by geological and climate disasters, and network failures occur, making maintenance difficult and costly.
[0006] Defect 4: The wind turbine control system cannot perform complex data calculations, and the data needs to be collected in the centralized control center of the wind farm for processing, and the identification and response of equipment abnormalities are not timely

Method used

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  • Terminal-cloud collaborative wind power operation and maintenance diagnosis system based on 5G
  • Terminal-cloud collaborative wind power operation and maintenance diagnosis system based on 5G
  • Terminal-cloud collaborative wind power operation and maintenance diagnosis system based on 5G

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Experimental program
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Effect test

Embodiment 2

[0047] Based on the terminal-cloud collaborative wind power operation and maintenance diagnosis system in Embodiment 1, the data collection gateway is deployed in the wind turbine control cabinet, and the data collection gateway and the wind turbine control cabinet correspond one-to-one.

[0048] Further, the data acquisition gateway includes a 5G communication module and a data acquisition software platform based on Linux deployment. The data acquisition period is 1S, and more than 1000 points can be collected at the same time. It supports 1920x1080p high-definition video acquisition, and data transmission is performed through the 5G communication network. Features of high bandwidth, low delay, and high guarantee, equipped with fault diagnosis intelligent algorithm, realize wind turbine failure prediction through edge computing, and optimize wind turbine operating parameters. The Linux-based deployment data acquisition software platform adopts a micro-service architecture, whi...

Embodiment 3

[0054] Based on the terminal-cloud collaborative wind power operation and maintenance diagnosis system in Embodiment 1 or 2, the 5G-based edge computing network implements fast networking of data collection gateways through multi-access edge computing, ensuring that core data does not leave the wind farm and providing high-speed Bandwidth, low latency, high security, and near-end 5G communication network support can provide network security isolation and provide data transfer for the cloud.

Embodiment 4

[0056] Based on the terminal-cloud collaborative wind power operation and maintenance diagnosis system of Embodiment 1 or 2 or 3, the wind farm control center is distributed and deployed in each wind farm, and the wind farm control center corresponds to the wind farm one by one. During the monitoring process, electronic Kanban realizes wind farm operation status monitoring.

[0057] The wind farm control center system uses 5G base stations plus MEC to form an edge computing network that collects the operating data transmitted by the data collection gateway of all wind turbines, stores them locally, and performs local coordination and control on the wind turbines to ensure that the core data does not leave the “Park” management.

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Abstract

The invention relates to the technical field of remote operation and maintenance diagnosis of wind power generation equipment, and provides a terminal-cloud collaborative wind power operation and maintenance diagnosis system based on 5G. The system comprises a data acquisition gateway, a 5G-based edge computing network, a wind field control center system, a front-arranged data acquisition serviceand an operation and maintenance diagnosis cloud platform. According to the system, under the synergistic effect of all subsystems, second-level acquisition, remote operation and maintenance and intelligent diagnosis of wind turbine data are achieved, the problems that wind turbine routing inspection is difficult and not easy to monitor are solved, the centralized control level of wind turbines indifferent places is improved, the fault rate of wind turbine operation is reduced, the high-quality power generation efficiency of the wind turbines is guaranteed, and considerable economic efficiency is created for a wind field.

Description

technical field [0001] The invention relates to the technical field of remote operation and maintenance diagnosis of wind power generation equipment, in particular to a 5G-based device-cloud collaborative wind power operation and maintenance diagnosis system. Background technique [0002] The wind turbines form a ring network through cables to realize equipment interconnection. The wind farm deploys scada system to realize the collection of wind turbine operating status, fault codes and key parameters. It is connected to the centralized control center of the wind farm through wired connections. The centralized control center of the wind farm builds an electronic kanban to realize data visualization. and centralized management and control, store key data through localized databases, and rely on manual inspections for equipment fault diagnosis. [0003] Deficiency 1: Equipment operation and maintenance is very dependent on manual regular inspections. The wind farm manually ins...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): F03D17/00H04W4/38
CPCF03D17/00H04W4/38F05B2260/80F05B2270/709Y02D30/70
Inventor 李勇边晓光蒲晓珉高铭泽吴小田蒋林刘芙伶周宏林
Owner 东方电气集团科学技术研究院有限公司
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