Prognostics and Remaining Useful Life (RUL) Estimation : Predicting with Confidence.

Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment. Condition-based maintenance (CBM) is one such method and Prognostics forms a key element of a CBM program which is based on math...

Full description

Bibliographic Details
Main Authors:	Galar, Diego (Author), Goebel, Kai (Author), Sandborn, Peter A., 1959- (Author), Kumar, Uday (Author)
Corporate Author:	Taylor & Francis
Format:	eBook
Language:	English
Published:	[Place of publication not identified] : CRC Press, 2021.
Edition:	First edition.
Subjects:	Machinery > Maintenance and repair > Management. Machinery > Reliability > Forecasting. Service life (Engineering) > Forecasting. Replacement of industrial equipment > Forecasting. Machines > Entretien et réparations > Gestion. Machines > Fiabilité > Prévision. Durée de vie (Ingénierie) > Prévision. Entreprises > Équipement > Renouvellement > Prévision. TECHNOLOGY > Engineering > General. TECHNOLOGY > Engineering > Industrial. TECHNOLOGY > Quality Control. Machinery > Maintenance and repair > Management Service life (Engineering) > Forecasting Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

1. Information in Maintenance. 2. Predictive Maintenance Programs and Servitization Maintenance as a Service (MaaS) Creating Value Through Prognosis Capabilities. 3. RUL Estimation Powered by Data-Driven Techniques. 4. Context awareness and situation awareness in prognostics. 5. Black Swans and Physics of Failure. 6. Hybrid prognostics combining physics-based and data-driven approaches. 7. Prognosis in Prescriptive Analytics. 8. Uncertainty Management and The Confidence of RUL Predictions. 9. RUL Estimation of Dynamic and Static Assets. 10. Principles of Digital Twin. 11. Application of Prognosis In Industry, Energy, and Transportation.