Exploring maintenance policy selection using the Analytic Hierarchy Process : an application for naval ships

A.J.M. Goossens, R.J.I. Basten

Research output: Contribution to journalArticleAcademicpeer-review

38 Citations (Scopus)
4 Downloads (Pure)

Abstract

In this paper we investigate maintenance policy selection (MPS) through the use of the Analytic Hierarchy Process (AHP). A maintenance policy is a policy that dictates which parameter triggers a maintenance action. In practice, selecting the right maintenance policy appears to be a difficult decision. We investigate MPS for naval ships, but our results have wider applicability. For our study we cooperate with the owner and operator of the ships, as well as with a shipbuilder and an original equipment manufacturer of naval ships. We apply a structured five step approach to obtain the relevant criteria that may make one policy preferable over another. The criteria are drawn from both literature and a series of interviews at several navy related companies and are structured into a hierarchy of criteria usable with the AHP. Additionally, we organize three workshops at the three different companies to test the AHP-based MPS approach in practice. We conclude that the AHP is well suited for maintenance policy selection in this broad setting, and that it provides a structured and detailed approach for MPS. Adding to that, it facilitates discussions during and after the sessions, creating a better understanding of the policy selection process.

Original languageEnglish
Pages (from-to)31-41
Number of pages11
JournalReliability Engineering and System Safety
Volume142
DOIs
Publication statusPublished - 17 May 2015

Fingerprint

Maintenance Policy
Analytic hierarchy process
Analytic Hierarchy Process
Ship
Ships
Trigger
Maintenance
Industry
Series
Operator

Keywords

  • Analytic Hierarchy Process
  • Maintenance
  • Maintenance policy selection
  • Naval ships

Cite this

@article{97d0c989c0834d5e83c96c00a1bc8a9c,
title = "Exploring maintenance policy selection using the Analytic Hierarchy Process : an application for naval ships",
abstract = "In this paper we investigate maintenance policy selection (MPS) through the use of the Analytic Hierarchy Process (AHP). A maintenance policy is a policy that dictates which parameter triggers a maintenance action. In practice, selecting the right maintenance policy appears to be a difficult decision. We investigate MPS for naval ships, but our results have wider applicability. For our study we cooperate with the owner and operator of the ships, as well as with a shipbuilder and an original equipment manufacturer of naval ships. We apply a structured five step approach to obtain the relevant criteria that may make one policy preferable over another. The criteria are drawn from both literature and a series of interviews at several navy related companies and are structured into a hierarchy of criteria usable with the AHP. Additionally, we organize three workshops at the three different companies to test the AHP-based MPS approach in practice. We conclude that the AHP is well suited for maintenance policy selection in this broad setting, and that it provides a structured and detailed approach for MPS. Adding to that, it facilitates discussions during and after the sessions, creating a better understanding of the policy selection process.",
keywords = "Analytic Hierarchy Process, Maintenance, Maintenance policy selection, Naval ships",
author = "A.J.M. Goossens and R.J.I. Basten",
year = "2015",
month = "5",
day = "17",
doi = "10.1016/j.ress.2015.04.014",
language = "English",
volume = "142",
pages = "31--41",
journal = "Reliability Engineering and System Safety",
issn = "0951-8320",
publisher = "Elsevier",

}

Exploring maintenance policy selection using the Analytic Hierarchy Process : an application for naval ships. / Goossens, A.J.M.; Basten, R.J.I.

In: Reliability Engineering and System Safety, Vol. 142, 17.05.2015, p. 31-41.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Exploring maintenance policy selection using the Analytic Hierarchy Process : an application for naval ships

AU - Goossens, A.J.M.

AU - Basten, R.J.I.

PY - 2015/5/17

Y1 - 2015/5/17

N2 - In this paper we investigate maintenance policy selection (MPS) through the use of the Analytic Hierarchy Process (AHP). A maintenance policy is a policy that dictates which parameter triggers a maintenance action. In practice, selecting the right maintenance policy appears to be a difficult decision. We investigate MPS for naval ships, but our results have wider applicability. For our study we cooperate with the owner and operator of the ships, as well as with a shipbuilder and an original equipment manufacturer of naval ships. We apply a structured five step approach to obtain the relevant criteria that may make one policy preferable over another. The criteria are drawn from both literature and a series of interviews at several navy related companies and are structured into a hierarchy of criteria usable with the AHP. Additionally, we organize three workshops at the three different companies to test the AHP-based MPS approach in practice. We conclude that the AHP is well suited for maintenance policy selection in this broad setting, and that it provides a structured and detailed approach for MPS. Adding to that, it facilitates discussions during and after the sessions, creating a better understanding of the policy selection process.

AB - In this paper we investigate maintenance policy selection (MPS) through the use of the Analytic Hierarchy Process (AHP). A maintenance policy is a policy that dictates which parameter triggers a maintenance action. In practice, selecting the right maintenance policy appears to be a difficult decision. We investigate MPS for naval ships, but our results have wider applicability. For our study we cooperate with the owner and operator of the ships, as well as with a shipbuilder and an original equipment manufacturer of naval ships. We apply a structured five step approach to obtain the relevant criteria that may make one policy preferable over another. The criteria are drawn from both literature and a series of interviews at several navy related companies and are structured into a hierarchy of criteria usable with the AHP. Additionally, we organize three workshops at the three different companies to test the AHP-based MPS approach in practice. We conclude that the AHP is well suited for maintenance policy selection in this broad setting, and that it provides a structured and detailed approach for MPS. Adding to that, it facilitates discussions during and after the sessions, creating a better understanding of the policy selection process.

KW - Analytic Hierarchy Process

KW - Maintenance

KW - Maintenance policy selection

KW - Naval ships

UR - http://www.scopus.com/inward/record.url?scp=84929332879&partnerID=8YFLogxK

U2 - 10.1016/j.ress.2015.04.014

DO - 10.1016/j.ress.2015.04.014

M3 - Article

AN - SCOPUS:84929332879

VL - 142

SP - 31

EP - 41

JO - Reliability Engineering and System Safety

JF - Reliability Engineering and System Safety

SN - 0951-8320

ER -