Annual Reliability and Maintainability Symposium. 2002 Proceedings (Cat. No.02CH37318), 2002, p.90-97
2002
Details
- Autor(en) / Beteiligte
- Titel
- Optimizing condition based maintenance decisions
- Ist Teil von
- Annual Reliability and Maintainability Symposium. 2002 Proceedings (Cat. No.02CH37318), 2002, p.90-97
- Ort / Verlag
- Piscataway NJ: IEEE
- Erscheinungsjahr
- 2002
- Link zum Volltext
- Quelle
- IEEE Xplore
- Beschreibungen/Notizen
- The paper first reviews common strategies for implementing smart condition monitoring decisions such as trend analysis that is rooted in statistical process control, expert systems, and the use of neural networks. The paper then focuses on current industry-driven research that employs proportional hazards modeling to identify the key risk factors that should be used to identify the health of equipment from amongst those signals that are obtained during condition monitoring. Economic considerations are then blended with the risk estimate to establish optimal condition-based maintenance (CBM) decisions.
- Sprache
- Englisch
- Identifikatoren
- ISBN: 0780373480, 9780780373488ISSN: 0149-144XeISSN: 2577-0993DOI: 10.1109/RAMS.2002.981625Titel-ID: cdi_ieee_primary_981625
- Format
- –
- Schlagworte
- Applied sciences, Artificial intelligence, Computer science, control theory, systems, Condition monitoring, Connectionism. Neural networks, Cost function, Exact sciences and technology, Expert systems, Fuzzy logic, Hazards, Humans, Neural networks, Operational research and scientific management, Operational research. Management science, Petroleum, Reliability theory. Replacement problems, Rivers, Signal processing