Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously

Cuong D. Dao; Ming J. Zuo

doi:10.1007/978-3-319-09507-3_36

Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously

Cuong D. Dao, Ming J. Zuo

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

5 Citations (Scopus)

Abstract

Many industrial systems such as aircrafts, ships, manufacturing systems, etc. are required to perform several missions with finite breaks between missions. Maintenance is only available within the breaks. Due to the limitation of resources, all components in the system may not be maintained as desired. The selective maintenance problem helps the decision makers figure out what critical components to select and how to perform maintenance on these components. This paper studies the selective maintenance for multi-state series-parallel systems with the benefit of repairing multiple components simultaneously. Both time and cost savings can be acquired when several components are simultaneously repaired in a selective maintenance strategy. As the number of repaired components increases, the saved time and cost will also increase due to the share of setting up between components and another additional reduction amount from the repair of multiple identical components. A non-linear optimization model is developed to find the most reliable system subjected to time and cost constraints. Genetic algorithm is used to solve the optimization model. An illustrative example will be provided.

Original language	English
Title of host publication	Engineering Asset Management-Systems, Professional Practices and Certification
Subtitle of host publication	Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS)
Editors	Peter W. Tse, Joseph Mathew, King Wong, Rocky Lam, C.N. Ko
Pages	413-425
Number of pages	13
ISBN (Electronic)	978-3-319-09507-3
DOIs	https://doi.org/10.1007/978-3-319-09507-3_36
Publication status	Published - 2015
Externally published	Yes
Event	8th World Congress on Engineering Asset Management 2013 - Hong Kong Exhibition and Convention Centre , Hong Kong, China Duration: 30 Oct 2013 → 1 Nov 2013 Conference number: 8 http://wceam.com/past-congresses/wceam-2013/

Publication series

Name	Lecture Notes in Mechanical Engineering
Publisher	Springer

Conference

Conference	8th World Congress on Engineering Asset Management 2013
Abbreviated title	WCEAM 2013
Country/Territory	China
City	Hong Kong
Period	30/10/13 → 1/11/13
Other	held in conjunction with the 3rd International Conference on Utility Management & Safety (ICUMAS)
Internet address	http://wceam.com/past-congresses/wceam-2013/

Keywords

Multiple components
Repair time
Maintenance strategy
Maintenance time
Maintenance manager

Access to Document

10.1007/978-3-319-09507-3_36

Cite this

Dao, C. D., & Zuo, M. J. (2015). Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously. In P. W. Tse, J. Mathew, K. Wong, R. Lam, & C. N. Ko (Eds.), Engineering Asset Management-Systems, Professional Practices and Certification: Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS) (pp. 413-425). (Lecture Notes in Mechanical Engineering ). https://doi.org/10.1007/978-3-319-09507-3_36

Dao, Cuong D. ; Zuo, Ming J. / Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously. Engineering Asset Management-Systems, Professional Practices and Certification: Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS). editor / Peter W. Tse ; Joseph Mathew ; King Wong ; Rocky Lam ; C.N. Ko. 2015. pp. 413-425 (Lecture Notes in Mechanical Engineering ).

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title = "Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously",

abstract = "Many industrial systems such as aircrafts, ships, manufacturing systems, etc. are required to perform several missions with finite breaks between missions. Maintenance is only available within the breaks. Due to the limitation of resources, all components in the system may not be maintained as desired. The selective maintenance problem helps the decision makers figure out what critical components to select and how to perform maintenance on these components. This paper studies the selective maintenance for multi-state series-parallel systems with the benefit of repairing multiple components simultaneously. Both time and cost savings can be acquired when several components are simultaneously repaired in a selective maintenance strategy. As the number of repaired components increases, the saved time and cost will also increase due to the share of setting up between components and another additional reduction amount from the repair of multiple identical components. A non-linear optimization model is developed to find the most reliable system subjected to time and cost constraints. Genetic algorithm is used to solve the optimization model. An illustrative example will be provided.",

keywords = "Multiple components, Repair time, Maintenance strategy, Maintenance time, Maintenance manager",

author = "Dao, {Cuong D.} and Zuo, {Ming J.}",

year = "2015",

doi = "10.1007/978-3-319-09507-3_36",

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pages = "413--425",

editor = "Tse, {Peter W.} and Joseph Mathew and King Wong and Rocky Lam and C.N. Ko",

booktitle = "Engineering Asset Management-Systems, Professional Practices and Certification",

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Dao, CD & Zuo, MJ 2015, Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously. in PW Tse, J Mathew, K Wong, R Lam & CN Ko (eds), Engineering Asset Management-Systems, Professional Practices and Certification: Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS). Lecture Notes in Mechanical Engineering , pp. 413-425, 8th World Congress on Engineering Asset Management 2013, Hong Kong, China, 30/10/13. https://doi.org/10.1007/978-3-319-09507-3_36

Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously. / Dao, Cuong D.; Zuo, Ming J.
Engineering Asset Management-Systems, Professional Practices and Certification: Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS). ed. / Peter W. Tse; Joseph Mathew; King Wong; Rocky Lam; C.N. Ko. 2015. p. 413-425 (Lecture Notes in Mechanical Engineering ).

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

TY - GEN

T1 - Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously

AU - Dao, Cuong D.

AU - Zuo, Ming J.

N1 - Conference code: 8

PY - 2015

Y1 - 2015

N2 - Many industrial systems such as aircrafts, ships, manufacturing systems, etc. are required to perform several missions with finite breaks between missions. Maintenance is only available within the breaks. Due to the limitation of resources, all components in the system may not be maintained as desired. The selective maintenance problem helps the decision makers figure out what critical components to select and how to perform maintenance on these components. This paper studies the selective maintenance for multi-state series-parallel systems with the benefit of repairing multiple components simultaneously. Both time and cost savings can be acquired when several components are simultaneously repaired in a selective maintenance strategy. As the number of repaired components increases, the saved time and cost will also increase due to the share of setting up between components and another additional reduction amount from the repair of multiple identical components. A non-linear optimization model is developed to find the most reliable system subjected to time and cost constraints. Genetic algorithm is used to solve the optimization model. An illustrative example will be provided.

AB - Many industrial systems such as aircrafts, ships, manufacturing systems, etc. are required to perform several missions with finite breaks between missions. Maintenance is only available within the breaks. Due to the limitation of resources, all components in the system may not be maintained as desired. The selective maintenance problem helps the decision makers figure out what critical components to select and how to perform maintenance on these components. This paper studies the selective maintenance for multi-state series-parallel systems with the benefit of repairing multiple components simultaneously. Both time and cost savings can be acquired when several components are simultaneously repaired in a selective maintenance strategy. As the number of repaired components increases, the saved time and cost will also increase due to the share of setting up between components and another additional reduction amount from the repair of multiple identical components. A non-linear optimization model is developed to find the most reliable system subjected to time and cost constraints. Genetic algorithm is used to solve the optimization model. An illustrative example will be provided.

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KW - Repair time

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M3 - Conference contribution

SN - 978-3-319-09506-6

T3 - Lecture Notes in Mechanical Engineering

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BT - Engineering Asset Management-Systems, Professional Practices and Certification

A2 - Tse, Peter W.

A2 - Mathew, Joseph

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ER -

Dao CD, Zuo MJ. Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously. In Tse PW, Mathew J, Wong K, Lam R, Ko CN, editors, Engineering Asset Management-Systems, Professional Practices and Certification: Proceedings of the 8th World Congress on Engineering Asset Management (WCEAM 2013) & the 3rd International Conference on Utility Management & Safety (ICUMAS). 2015. p. 413-425. (Lecture Notes in Mechanical Engineering ). doi: 10.1007/978-3-319-09507-3_36

Selective maintenance for multi-state systems considering the benefits of repairing multiple components simultaneously

Abstract

Publication series

Conference

Keywords

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