Estimating IOHMM parameters to compute remaining useful life of system - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2019

Estimating IOHMM parameters to compute remaining useful life of system

Résumé

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.
Fichier non déposé

Dates et versions

hal-02306428 , version 1 (05-10-2019)

Identifiants

  • HAL Id : hal-02306428 , version 1

Citer

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⟩
121 Consultations
0 Téléchargements

Partager

Gmail Facebook X LinkedIn More