Skip to Main content Skip to Navigation
Conference papers

Estimating IOHMM parameters to compute remaining useful life of system

Abstract : This paper is about Input-Output Hidden Markov Model (IOHMM) to compute the remaining useful life (RUL) of a system with different operating conditions. Well-known algorithms dedicated to Hidden Markov Model (HMM) are extended to IOHMM. The processing to compute the RUL considering further operating conditions are proposed through an application example. In this paper, a single input and multiple outputs IOHMM is considered, but can be generalized to multiple inputs easily.
Document type :
Conference papers
Complete list of metadata

https://hal.archives-ouvertes.fr/hal-02306428
Contributor : Kamrul Islam Shahin Connect in order to contact the contributor
Submitted on : Saturday, October 5, 2019 - 4:03:34 PM
Last modification on : Wednesday, November 3, 2021 - 7:56:27 AM

Identifiers

  • HAL Id : hal-02306428, version 1

Collections

Citation

Kamrul Islam Shahin, Christophe Simon, Philippe Weber. Estimating IOHMM parameters to compute remaining useful life of system. 29th European Safety and Reliability Conference, ESREL 2019, Sep 2019, Hannover, Germany. ⟨hal-02306428⟩

Share

Metrics

Record views

101