An Adaptive Oversampling Learning Method for Class-Imbalanced Fault Diagnostics and Prognostics

Wenfang Lin, Zhenyu Wu, Yang Ji

Data-driven fault diagnostics and prognostics suffers from class-imbalance problem in industrial systems and it raises challenges to common machine learning algorithms as it become…