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Research on wind turbine blade fault detection based on DenseNet-TL combined with ELM

Aiming at the safety hidden danger caused by blade faults that are difficult to be detected, the fault prevention detection technology based on blade image intelligent processing is investigated. A wind turbine blade fault prevention detection method is designed to analyses wind turbine blade images...

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Principais autores: Dianming WANG, Xue PAN, Jian MA, Yuzhang DAI, Chengjun SUN, Shibin LI, Xiaoju YIN
Format: Artigo
Sprog:Inglês
Udgivet: Tamkang University Press 2025-05-01
Serier:Journal of Applied Science and Engineering
Fag:
wind turbine blade
extreme learning machine
transfer learning
image recognition
densenet
Online adgang:http://jase.tku.edu.tw/articles/jase-202512-28-12-0012
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