Data-Driven Technology for Engineering Systems Health Management Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions /

• Main Author: Niu, Gang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Engineering.; Computer system failures.; Data mining.; Pattern recognition.; Applied mathematics.; Engineering mathematics.; Quality control.; Reliability.; Industrial safety.; Quality Control, Reliability, Safety and Risk.; System Performance and Evaluation.; Applications of Mathematics.; Data Mining and Knowledge Discovery.; Pattern Recognition.

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...