Fault Diagnosis of Wind Turbine with Alarms Based on Word Embedding and Siamese Convolutional Neural Network

Fault Diagnosis of Wind Turbine with Alarms Based on Word Embedding and Siamese Convolutional Neural Network

Alarms generated by a wind turbine alarm system indicate the need for emergency action by operators to protect the turbine from running into risky conditions. However, it can be challenging for operators to identify the fault types that trigger alarms, particularly with few labeled fault samples. Th...

詳細記述

書誌詳細
主要な著者: Lu Wei, Jiaqi Qu, Liliang Wang, Feng Liu, Zheng Qian, Hamidreza Zareipour
フォーマット: 論文
言語:English
出版事項: MDPI AG 2023-06-01
シリーズ:Applied Sciences
主題:
wind turbines
alarms
fault diagnosis
Siamese convolutional neural network
word embedding
オンライン･アクセス:https://www.mdpi.com/2076-3417/13/13/7580

インターネット

https://www.mdpi.com/2076-3417/13/13/7580

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