Big Data-Driven Intelligent Fault Diagnosis and Prognosis for Mechanical Systems
Big Data-Driven Intelligent Fault Diagnosis and Prognosis for Mechanical Systems
English | 2023 | ISBN: 9811691304 | 292 Pages | PDF (True) | 13 MB
English | 2023 | ISBN: 9811691304 | 292 Pages | PDF (True) | 13 MB
This book presents systematic overviews and bright insights into big data-driven intelligent fault diagnosis and prognosis for mechanical systems. The recent research results on deep transfer learning-based fault diagnosis, data-model fusion remaining useful life (RUL) prediction, etc., are focused on in the book. The contents are valuable and interesting to attract academic researchers, practitioners, and students in the field of prognostics and health management (PHM). Essential guidelines are provided for readers to understand, explore, and implement the presented methodologies, which promote further development of PHM in the big data era.