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2020 5th International Conference on Electromechanical Control Technology and Transportation (ICECTT) - The Application of Artificial Intelligence Technology in the Fault Diagnosis of Floating Wind Turbine Generator by Hui, Han; Xiu-wen, Liu; Jing-yu, Bian is a scholarly article available to read on EtoBox.

What is 2020 5th International Conference on Electromechanical Control Technology and Transportation (ICECTT) - The Application of Artificial Intelligence Technology in the Fault Diagnosis of Floating Wind Turbine Generator about?

Floating wind turbine is the core of offshore floating power generation and an important way to develop offshore wind resources. In recent years, artificial intelligence technology has made great achievements in many fields, and equipment fault diagnosis is also very prominent. As the working environment of the floating fan unit is bad and far away from the land, once the floating fan unit generator fails, it may have very serious consequences. Based on the research results of artificial intelligence technology, this paper focuses on the application of artificial intelligence technology in the fault diagnosis of floating wind turbine generator, and proposes an intelligent fault diagnosis system framework. According to the research of expert system and artificial neural network, the fault diagnosis technology of floating fan generator is put forward, and the artificial neural network model and reasonable fault diagnosis reasoning flow are given.

Author

Hui, Han; Xiu-wen, Liu; Jing-yu, Bian

Publisher

IEEE

Published

2020

Language

EN