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...

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Egile Nagusiak: Lu Wei, Jiaqi Qu, Liliang Wang, Feng Liu, Zheng Qian, Hamidreza Zareipour
Formatua: Artikulua
Hizkuntza:English
Argitaratua: MDPI AG 2023-06-01
Saila:Applied Sciences
Gaiak:
Sarrera elektronikoa:https://www.mdpi.com/2076-3417/13/13/7580