Degradation Modeling and RUL Estimation of Deteriorating Systems in S-Plane

Degradation modeling and RUL estimation of systems are two essential problems in the research field of prognostics and health management. In the literature, one usually deals with these problems in the time domain. Here, we propose another perspective on this subject by studying the degradation mode...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IFAC-PapersOnLine 2017-07, Vol.50 (1), p.12249-12254
Hauptverfasser: Huynh, K.T., Langeron, Y., Grall, A.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Degradation modeling and RUL estimation of systems are two essential problems in the research field of prognostics and health management. In the literature, one usually deals with these problems in the time domain. Here, we propose another perspective on this subject by studying the degradation modeling and RUL estimation in the s-plane. The study is based on a well-known mass-spring-damper deteriorating system. A complete procedure consisting of data collection, degradation indicator implementation, parameters estimation, failure definition and RUL estimation for the considered system is outlined. Some numerical experiments have been carried out to illustrate the procedure.
ISSN:2405-8963
2405-8963
DOI:10.1016/j.ifacol.2017.08.2036