Intelligent Fault Diagnosis and Health Assessment for Complex Electro-Mechanical Systems (Paperback, 2023)

Chapter 1 Introduction.- Chapter 2 Supervised SVM based intelligent fault diagnosis methods.- Chapter 3 Semi-supervised Learning Based Intelligent Fault Diagnosis Methods.- Chapter 4 Manifold learning based intelligent fault diagnosis and prognostics.- Chapter 5 Deep learning based machinery fault diagnosis.- Chapter 6 Phase space reconstruction based on machinery system degradation tracking and fault prognostics.- Chapter 7 Complex electro-mechanical system operational reliability assessment and health maintenance.