Data-driven technology for engineering systems health management : design approach, feature construction, fault diagnosis, prognosis, fusion and decisions

• Main Author: Niu, Gang (Author)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Beijing, China : Springer ; Science Press, [2016]
• Subjects: Fault location (Engineering); Systems engineering.; elektronické knihy; electronic books
• ISBN: 9789811020322; 9789811020315
• Physical Description: 1 online resource (xiii, 357 pages) : illustrations

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as...