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Author:

Zhao, Xian (Zhao, Xian.) | Lv, Zhiyue (Lv, Zhiyue.) | He, Zongda (He, Zongda.) | Wang, Weiguo (Wang, Weiguo.)

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, a new shock model is proposed to fit the situation that the damage process of the component is accelerated with the increase of the degree of damage in shock environments. Shocks with the same magnitude may have more serious consequences as the component gets worse and component states are divided into different stages according to the degree of damage. Reliability indexes of a series system which consists of two components with the above characteristics are derived by using a Markov renewal process. Then, an opportunistic maintenance strategy is proposed for the system and an optimization model is constructed to obtain the optimal maintenance solutions. Finally, a numerical example for a two-rolling bearing system of a wind turbine is presented to illustrate the proposed shock model and maintenance strategy. Sensitivity analysis of maintenance costs is also discussed in order to improve the reliability of the proposed model. This study is of reference value and application significance for similar series systems.

Keyword:

Markov renewal process Accelerated damage shock model Reliability Opportunistic maintenance Series system

Author Community:

  • [ 1 ] [Zhao, Xian]Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
  • [ 2 ] [Lv, Zhiyue]Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
  • [ 3 ] [Wang, Weiguo]Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
  • [ 4 ] [He, Zongda]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
  • [ 5 ] [Wang, Weiguo]Army Engn Univ, Shijiazhuang Campus, Shijiazhuang 050003, Hebei, Peoples R China

Reprint Author's Address:

  • [Zhao, Xian]Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China

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Source :

COMPUTERS & INDUSTRIAL ENGINEERING

ISSN: 0360-8352

Year: 2019

Volume: 137

7 . 9 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:147

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 33

SCOPUS Cited Count: 44

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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