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A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making

Prescriptive analytics is a novel maintenance approach by recommending the maintainer, the right maintenance action at the right time through prioritization of maintenance based on the risk.It assists in improving the existing preventive maintenance approach by offering a dynamic maintenance plan ba...

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Main Authors: Adha Mat Esa, M., Muhammad, M.
Format: Article
Published: 2023
Online Access:http://scholars.utp.edu.my/id/eprint/34208/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140755684&doi=10.1007%2f978-981-19-1939-8_39&partnerID=40&md5=5f17ccc191d27cf054558c4def939dc7
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spelling oai:scholars.utp.edu.my:342082023-01-04T02:51:46Z http://scholars.utp.edu.my/id/eprint/34208/ A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making Adha Mat Esa, M. Muhammad, M. Prescriptive analytics is a novel maintenance approach by recommending the maintainer, the right maintenance action at the right time through prioritization of maintenance based on the risk.It assists in improving the existing preventive maintenance approach by offering a dynamic maintenance plan based on risk or Risk-based Maintenance Scheduling.To date, there is no clear definition of Risk-based Maintenance as well as its framework, and it has not been applied extensively in naval vessel maintenance application which is unusual compared to plant maintenance.This paper reviews Risk-based Maintenance application in industries in an approach to develop prescriptive analytics for a comprehensive and dynamic naval vessels Risk-based Maintenance decision-making framework.It aims to establish an optimal maintenance scheduling to improve naval vessels availability and reduce maintenance costs while meeting stakeholdersâ�� expectations.Objectives and considerations are also defined for peculiarities application of naval vessels.The framework is then evaluated to improve the effectiveness of the current Preventive Maintenance practice and the inconsistency of the existing maintenance decision-making model using the expert judgement in Reliability Centered Maintenance. © 2023, Institute of Technology PETRONAS Sdn Bhd. 2023 Article NonPeerReviewed Adha Mat Esa, M. and Muhammad, M. (2023) A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making. Lecture Notes in Mechanical Engineering. pp. 503-515. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140755684&doi=10.1007%2f978-981-19-1939-8_39&partnerID=40&md5=5f17ccc191d27cf054558c4def939dc7 10.1007/978-981-19-1939-8₃₉ 10.1007/978-981-19-1939-8₃₉
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description Prescriptive analytics is a novel maintenance approach by recommending the maintainer, the right maintenance action at the right time through prioritization of maintenance based on the risk.It assists in improving the existing preventive maintenance approach by offering a dynamic maintenance plan based on risk or Risk-based Maintenance Scheduling.To date, there is no clear definition of Risk-based Maintenance as well as its framework, and it has not been applied extensively in naval vessel maintenance application which is unusual compared to plant maintenance.This paper reviews Risk-based Maintenance application in industries in an approach to develop prescriptive analytics for a comprehensive and dynamic naval vessels Risk-based Maintenance decision-making framework.It aims to establish an optimal maintenance scheduling to improve naval vessels availability and reduce maintenance costs while meeting stakeholders� expectations.Objectives and considerations are also defined for peculiarities application of naval vessels.The framework is then evaluated to improve the effectiveness of the current Preventive Maintenance practice and the inconsistency of the existing maintenance decision-making model using the expert judgement in Reliability Centered Maintenance. © 2023, Institute of Technology PETRONAS Sdn Bhd.
format Article
author Adha Mat Esa, M.
Muhammad, M.
spellingShingle Adha Mat Esa, M.
Muhammad, M.
A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
author_facet Adha Mat Esa, M.
Muhammad, M.
author_sort Adha Mat Esa, M.
title A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
title_short A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
title_full A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
title_fullStr A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
title_full_unstemmed A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making
title_sort comprehensive review of prescriptive analytics for naval vessels risk-based maintenance decision-making
publishDate 2023
url http://scholars.utp.edu.my/id/eprint/34208/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140755684&doi=10.1007%2f978-981-19-1939-8_39&partnerID=40&md5=5f17ccc191d27cf054558c4def939dc7
_version_ 1754532142007713792
score 13.211869

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