Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy

Quanlei Wu; Chuan Lv; Dong Zhou; Yaoyao Wang; Dequan Yu

doi:10.1109/WCICA.2016.7578495

Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy

Quanlei Wu
, Chuan Lv
, Dong Zhou
, Yaoyao Wang
, Dequan Yu

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

For the multi-component system, it often exists that a plurality of maintenance events appear simultaneously or successively in a certain period, while some fault events still can be remained for a period of time after the failure. Based on opportunistic maintenance decision-making theory, according to the dependence between the components of the system, combines fault maintenance event and hard time maintenance event organically, aiming at minimized maintenance cost rate of the residual period, using maintenance resources as constraint conditions, repair time as the optimization variables, the decision model of opportunistic maintenance is to be established in this paper. Finally, model is solved by the optimization algorithm to find the optimal maintenance time.

Original language	English
Title of host publication	Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2475-2480
Number of pages	6
ISBN (Electronic)	9781467384148
DOIs	https://doi.org/10.1109/WCICA.2016.7578495
State	Published - 27 Sep 2016
Externally published	Yes
Event	12th World Congress on Intelligent Control and Automation, WCICA 2016 - Guilin, China Duration: 12 Jun 2016 → 15 Jun 2016

Publication series

Name	Proceedings of the World Congress on Intelligent Control and Automation (WCICA)
Volume	2016-September

Conference

Conference	12th World Congress on Intelligent Control and Automation, WCICA 2016
Country/Territory	China
City	Guilin
Period	12/06/16 → 15/06/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

Access to Document

10.1109/WCICA.2016.7578495

Cite this

Wu, Q., Lv, C., Zhou, D., Wang, Y., & Yu, D. (2016). Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy. In Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016 (pp. 2475-2480). Article 7578495 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA); Vol. 2016-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WCICA.2016.7578495

Wu, Quanlei ; Lv, Chuan ; Zhou, Dong et al. / Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy. Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 2475-2480 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)).

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title = "Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy",

abstract = "For the multi-component system, it often exists that a plurality of maintenance events appear simultaneously or successively in a certain period, while some fault events still can be remained for a period of time after the failure. Based on opportunistic maintenance decision-making theory, according to the dependence between the components of the system, combines fault maintenance event and hard time maintenance event organically, aiming at minimized maintenance cost rate of the residual period, using maintenance resources as constraint conditions, repair time as the optimization variables, the decision model of opportunistic maintenance is to be established in this paper. Finally, model is solved by the optimization algorithm to find the optimal maintenance time.",

author = "Quanlei Wu and Chuan Lv and Dong Zhou and Yaoyao Wang and Dequan Yu",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 12th World Congress on Intelligent Control and Automation, WCICA 2016 ; Conference date: 12-06-2016 Through 15-06-2016",

year = "2016",

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series = "Proceedings of the World Congress on Intelligent Control and Automation (WCICA)",

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Wu, Q, Lv, C, Zhou, D, Wang, Y & Yu, D 2016, Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy. in Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016., 7578495, Proceedings of the World Congress on Intelligent Control and Automation (WCICA), vol. 2016-September, Institute of Electrical and Electronics Engineers Inc., pp. 2475-2480, 12th World Congress on Intelligent Control and Automation, WCICA 2016, Guilin, China, 12/06/16. https://doi.org/10.1109/WCICA.2016.7578495

Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy. / Wu, Quanlei; Lv, Chuan; Zhou, Dong et al.
Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 2475-2480 7578495 (Proceedings of the World Congress on Intelligent Control and Automation (WCICA); Vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - For the multi-component system, it often exists that a plurality of maintenance events appear simultaneously or successively in a certain period, while some fault events still can be remained for a period of time after the failure. Based on opportunistic maintenance decision-making theory, according to the dependence between the components of the system, combines fault maintenance event and hard time maintenance event organically, aiming at minimized maintenance cost rate of the residual period, using maintenance resources as constraint conditions, repair time as the optimization variables, the decision model of opportunistic maintenance is to be established in this paper. Finally, model is solved by the optimization algorithm to find the optimal maintenance time.

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Wu Q, Lv C, Zhou D, Wang Y, Yu D. Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy. In Proceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 2475-2480. 7578495. (Proceedings of the World Congress on Intelligent Control and Automation (WCICA)). doi: 10.1109/WCICA.2016.7578495

Multi-event maintenance decision-making model and optimization method based on opportunistic maintenance policy

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