Data-driven technology for engineering systems health management: design approach, feature construction, fault diagnosis, prognosis, fusion and decisions
Auteur :
Niu, Gang
Éditeur :
Springer Verlag, Singapore
ISBN :
9789811095092
Date de publication :
7 juin 2018
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Singapour
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 feature-based fault diagnosis and prognosis.