Knowledge-based prognostics and health management of a pumping system under the linguistic decision-making context

作者:

Highlights:

• Type-2 fuzzy sets enhance the capability of handling uncertainty.

• Knowledge-driven maintenance strategies increase system reliability and safety.

• Prognostics and health management with fuzzy linguistic term sets.

• Managing uncertainties in processes of prognostics and health management.

摘要

•Type-2 fuzzy sets enhance the capability of handling uncertainty.•Knowledge-driven maintenance strategies increase system reliability and safety.•Prognostics and health management with fuzzy linguistic term sets.•Managing uncertainties in processes of prognostics and health management.

论文关键词:Prognostics and health management,Uncertainty,Interval type-2 fuzzy sets,Linguistic terms,Decision making

论文评审过程:Received 14 December 2021, Revised 16 July 2022, Accepted 1 August 2022, Available online 4 August 2022, Version of Record 29 August 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.118379