Article

Fault analysis and intelligent diagnosis of wind turbine generator set

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Abstract

With the proportion of wind power and capacity of the unit are increasing in China,If the unit is in the event of accident, which not only affect the safety of wind farm itself, but also will have a significant impact to the stability of the operation of power grids. Fault analysis and intelligent diagnosis technology is one of the primary means in reducing the failure rate and the cost of operation and maintenance of large wind turbines. The main components' faults of wind turbine generator set are analyzed in detail. On the basis of further research about condition monitoring and diagnosis technologies of wind turbine, the new method of intelligent diagnosis based on wavelet packets and BP neutral network is proposed, which is responsible for the development of the condition monitoring and malfunction of the condition monitoring and malfunction diagnosis system of wind turbine. Then the validity of the whole system is verified by the system's successful application in a large scale wind turbine generator field. © 2016, Xi'an High Voltage Apparatus Research Institute Co., Ltd. All right reserved.

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... On the premise that the impeller is locked, determine whether the distance from the generator speed detection plate meets the actual needs, and at the same time, check whether the grounding of the shielding layer can work normally, and observe by placing a metal object on the top. If the fault still exists after completing the first three steps of troubleshooting, you need to use the troubleshooting method to find the fault, replace the same module between the units, and observe whether the fault is transferred to the replacement unit [19]. ...
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With the rapid development of wind power industry in Xinjiang, the 1.5 MW wind power generating unit has a large use base. After running for a period of time, the problems of maintenance and repair after its failure appear on paper.This article in view of the xinjiang region of the 1.5 MW wind turbine variable flow system, electric control system, generator system, variable propeller system, yaw system, hydraulic system and other aspects of the fault, has carried on the detailed statistics and analysis, combining with the actual production situation puts forward the solutions to these faults daily operations, and put forward combined with preventive maintenance operations strategy. Correct operation and maintenance is the guarantee of improving productivity. Finally, the paper points out that intelligent operation and maintenance is the future development trend of wind power operation and maintenance, which can effectively promote the improvement of wind farm operation and maintenance management level.
Book
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New materials are constantly being developed which may improve or transform many aspects of our lives, and nowhere is this more exciting than in the fields of vehicle and machinery technology. This book presents the proceedings of the 2022 International Conference on New Materials, Machinery and Vehicle Engineering (NMMVE 2022), held as a virtual event due to the COVID-19 pandemic and travel restrictions, from 18 - 20 March 2022. NMMVE 2022 provides an international forum for researchers and engineers to present and discuss recent advances, new techniques, and applications in the fields of new materials, machinery and vehicle engineering, and attracts academics, scientists, engineers, postgraduates, and other professionals from a wide range of universities and institutions. A total of 121 submissions were received, from which 48 were accepted for inclusion in the conference and proceeding after a rigorous, standard single-blind reviewing process. The papers are grouped into 3 sections: machinery (30 papers); new materials (11 papers); and vehicle engineering (7 papers). Providing an overview of the latest developments in these fields, the book will be of interest to all those wishing to know more about new materials and machine and vehicle engineering.
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