Intelligent Fault Diagnosis and Health Assessment for Com...
Li, Weihua / Yan, Ruqiang / Zhang, Xiaoli
Based on AI and machine learning, this book systematically presents the theories and methods for complex electro-mechanical system fault diagnosis and health state assessment in modern industry. The book emphasizes feature extraction, incipient fault prediction, fault classification, and degradation assessment, which is based on the supervised, semi-supervised, manifold, and deep learning, machinery degradation tracking and prognostics based o...