An Adversarial Single-Domain Generalization Network for Fault Diagnosis of Wind Turbine Gearboxes

In deep learning-based fault diagnosis of the wind turbine gearbox, a commonly faced challenge is the domain shift caused by differing operational conditions. Traditional domain adaptation methods aim to learn transferable features from the source domain and apply them to the target data. However, s...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Journal of Marine Science and Engineering
المؤلفون الرئيسيون: Xinran Wang, Chenyong Wang, Hanlin Liu, Cunyou Zhang, Zhenqiang Fu, Lin Ding, Chenzhao Bai, Hongpeng Zhang, Yi Wei
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2023-12-01
الموضوعات:
wind turbine gearbox
fault diagnosis
domain generalization
deep learning
الوصول للمادة أونلاين:https://www.mdpi.com/2077-1312/11/12/2384

الانترنت

https://www.mdpi.com/2077-1312/11/12/2384

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