Título: Bearing Run-To-Failure Data Simulation for Condition Based Maintenance
Autores: Zhang, Xinghui; Mechanical Engineering College, Shijiazhuang, China
Fecha: 2013-07-22
Publicador: TELKOMNIKA: Indonesian journal of electrical engineering
Fuente:
Tipo: info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Tema: condition based maintenance; reliability; fault diagnosis
Run-to-failure; Condition based maintenance; Remaining useful life; Weibull distribution;
Descripción: This paper presents a bearing run-to-failure data simulation model for condition based maintenance, in which a single point outrace fault can be implemented. According to the characteristic that bearing life follows the Weibull distribution, amount of bearing run-to-failure datasets can be simulated which can be used to verify the feature extraction, remaining useful life prediction and maintenance decision methods particularly the methods which use Proportional hazard model. A case study simulating 6205-2RS JEM SKF bearing run-to-failure data is done detailed.
Idioma: Inglés