Research on the algorithm of maintenance interval based on MCMC

Author

Xiaowei Xu ; Shidong Fan ; Jiyin Cao ; Aihua Liu

Author_Institution

Energy & Power Eng. Coll, Wuhan Univ. of Technol., Wuhan, China

fYear

2014

fDate

24-27 Aug. 2014

Firstpage

623

Lastpage

627

Abstract

Modern ship has multiple devices, intricate structure, harsh environment and complex deterioration tendency. It causes large-scale analytical model of maintenance interval established difficulty. To achieve the lowest maintenance cost per unit time, it establishes a maintenance interval model based on MCMC and analysis the maintenance interval in different maintenance strategies. The comprehensive strategy with scheduled maintenance, periodic inspection maintenance or on-line monitoring maintenance has much more economy and security.

Keywords

condition monitoring; costing; inspection; maintenance engineering; ships; MCMC; complex deterioration tendency; comprehensive strategy; harsh environment; intricate structure; large-scale analytical model; maintenance cost; maintenance interval model; maintenance strategy; modern ship; multiple devices; online monitoring maintenance; periodic inspection maintenance; scheduled maintenance; Inspection; Maintenance engineering; Marine vehicles; Markov processes; Monitoring; Monte Carlo methods; Optimization; MCMC; comprehensive maintenance strategy; maintenance cost per unit time; maintenance interval;

fLanguage

English

Publisher

ieee

Conference_Titel

Prognostics and System Health Management Conference (PHM-2014 Hunan), 2014

Conference_Location

Zhangiiaijie

Print_ISBN

978-1-4799-7957-8

Type

conf

DOI

10.1109/PHM.2014.6988247

Filename

6988247