A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks

Aged earthworks constitute a major proportion of European rail infrastructures, the replacement and remediation of which poses a serious problem. Considering the scale of the networks involved, it is infeasible both in terms of track downtime and money to replace all of these assets. It is, therefor...

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Main Authors: Irina Stipanovic, Zaharah Allah Bukhsh, Cormac Reale, Kenneth Gavin
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/3/965
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spelling doaj-f52afd740cb848f8aadcd29de810382c2021-01-22T00:04:04ZengMDPI AGApplied Sciences2076-34172021-01-011196596510.3390/app11030965A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway EarthworksIrina Stipanovic0Zaharah Allah Bukhsh1Cormac Reale2Kenneth Gavin3Infraplan Konzalting, Zagreb 10000, CroatiaIndustrial Engineering & Innovation Sciences, Information Systems, University of Eindhoven, Eindhoven 5612 AZ, The NetherlandsCentre for Infrastructure, Geotechnical and Water Engineering Research (IGWE), Department of Architeture and Civil Engineering, University of Bath, Bath BA2 7AY, UKFaculty of Civil Engineering and Geosciences, Delft University of Technology, 2628 CD Delft, The NetherlandsAged earthworks constitute a major proportion of European rail infrastructures, the replacement and remediation of which poses a serious problem. Considering the scale of the networks involved, it is infeasible both in terms of track downtime and money to replace all of these assets. It is, therefore, imperative to develop a rational means of managing slope infrastructure to determine the best use of available resources and plan maintenance in order of criticality. To do so, it is necessary to not just consider the structural performance of the asset but also to consider the safety and security of its users, the socioeconomic impact of remediation/failure and the relative importance of the asset to the network. This paper addresses this by looking at maintenance planning on a network level using multi-attribute utility theory (MAUT). MAUT is a methodology that allows one to balance the priorities of different objectives in a harmonious fashion allowing for a holistic means of ranking assets and, subsequently, a rational means of investing in maintenance. In this situation, three different attributes are considered when examining the utility of different maintenance options, namely availability (the user cost), economy (the financial implications) and structural reliability (the structural performance and subsequent safety of the structure). The main impact of this paper is to showcase that network maintenance planning can be carried out proactively in a manner that is balanced against the needs of the organization.https://www.mdpi.com/2076-3417/11/3/965infrastructure maintenanceutility theoryslope stabilitymaintenance schedulingmulti-attribute utility theorycuttings and embankments
collection DOAJ
language English
format Article
sources DOAJ
author Irina Stipanovic
Zaharah Allah Bukhsh
Cormac Reale
Kenneth Gavin
spellingShingle Irina Stipanovic
Zaharah Allah Bukhsh
Cormac Reale
Kenneth Gavin
A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
Applied Sciences
infrastructure maintenance
utility theory
slope stability
maintenance scheduling
multi-attribute utility theory
cuttings and embankments
author_facet Irina Stipanovic
Zaharah Allah Bukhsh
Cormac Reale
Kenneth Gavin
author_sort Irina Stipanovic
title A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
title_short A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
title_full A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
title_fullStr A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
title_full_unstemmed A Multiobjective Decision-Making Model for Risk-Based Maintenance Scheduling of Railway Earthworks
title_sort multiobjective decision-making model for risk-based maintenance scheduling of railway earthworks
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2021-01-01
description Aged earthworks constitute a major proportion of European rail infrastructures, the replacement and remediation of which poses a serious problem. Considering the scale of the networks involved, it is infeasible both in terms of track downtime and money to replace all of these assets. It is, therefore, imperative to develop a rational means of managing slope infrastructure to determine the best use of available resources and plan maintenance in order of criticality. To do so, it is necessary to not just consider the structural performance of the asset but also to consider the safety and security of its users, the socioeconomic impact of remediation/failure and the relative importance of the asset to the network. This paper addresses this by looking at maintenance planning on a network level using multi-attribute utility theory (MAUT). MAUT is a methodology that allows one to balance the priorities of different objectives in a harmonious fashion allowing for a holistic means of ranking assets and, subsequently, a rational means of investing in maintenance. In this situation, three different attributes are considered when examining the utility of different maintenance options, namely availability (the user cost), economy (the financial implications) and structural reliability (the structural performance and subsequent safety of the structure). The main impact of this paper is to showcase that network maintenance planning can be carried out proactively in a manner that is balanced against the needs of the organization.
topic infrastructure maintenance
utility theory
slope stability
maintenance scheduling
multi-attribute utility theory
cuttings and embankments
url https://www.mdpi.com/2076-3417/11/3/965
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