Jun-Song Zhu

An Efficient PCA-BP Fault Prediction Scheme for Health Warning of Mechanical Equipment

In intelligent manufacturing, redundant monitoring features and complex nonlinear relationships between faults and operating parameters limit the performance of traditional fault prediction models. To address these issues, this paper proposes a PCA-BP-based fault prediction method. Z-score standardization is first appl...