For components subject to continuous degradation appropriate maintenance decisions are needed for optimal operation in the presence of uncertainty regarding failure occurrence. Sometimes, uncertainty can be reduced through the collection of additional information on components' state. Value of Information (VoI) may be used to assess the impact of uncertainty reduction on the outcome of health management decisions. It is applied here in the context of a continuous degradation, modeled through a gamma process.

Value of Information from Condition Inspection for a Gamma Degradation Process

Zio E.
2019-01-01

Abstract

For components subject to continuous degradation appropriate maintenance decisions are needed for optimal operation in the presence of uncertainty regarding failure occurrence. Sometimes, uncertainty can be reduced through the collection of additional information on components' state. Value of Information (VoI) may be used to assess the impact of uncertainty reduction on the outcome of health management decisions. It is applied here in the context of a continuous degradation, modeled through a gamma process.
2019
Proceedings - 2019 Prognostics and System Health Management Conference, PHM-Paris 2019
978-1-7281-0329-7
Condition Based Maintenance; decision under uncertainty; gamma degradation process; maintenance optimization; pre posterior analysis; Prognostics and Health Management; Value of Information
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1122893
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