Entropy-Optimized Fault Diagnosis Based on Unsupervised Domain Adaptation

Entropy-Optimized Fault Diagnosis Based on Unsupervised Domain Adaptation

In practice, the cross-domain transfer of data distribution and the sample imbalance of fault status are inevitable, but one or both are often ignored, which restricts the adaptability and classification accuracy of the generated fault diagnosis (FD) model. Accordingly, an entropy-optimized method i...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Fuqiang Liu, Yandan Chen, Wenlong Deng, Mingliang Zhou
التنسيق: مقال
اللغة:English
منشور في: MDPI AG 2023-04-01
سلاسل:Mathematics
الموضوعات:
class imbalance
domain adaptation
entropy optimization
fault diagnosis (FD)
الوصول للمادة أونلاين:https://www.mdpi.com/2227-7390/11/9/2110

الانترنت

https://www.mdpi.com/2227-7390/11/9/2110

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