Network level bridges maintenance planning using Multi-Attribute Utility Theory
Bridge infrastructure managers are facing multiple challenges to improve the availability and serviceability of ageing infrastructure, while the maintenance planning is constrained by budget restrictions. Many research efforts are ongoing, for the last few decades, ranging from development of bridge...
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Published in | Structure and infrastructure engineering Vol. 15; no. 7; pp. 872 - 885 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Taylor & Francis
03.07.2019
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Online Access | Get full text |
ISSN | 1573-2479 1744-8980 |
DOI | 10.1080/15732479.2017.1414858 |
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Abstract | Bridge infrastructure managers are facing multiple challenges to improve the availability and serviceability of ageing infrastructure, while the maintenance planning is constrained by budget restrictions. Many research efforts are ongoing, for the last few decades, ranging from development of bridge management system, decision support tools, optimisation models, life cycle cost analysis, etc. Since transport infrastructures are deeply embedded in society, they are not only subject to technical requirements, but are required to meet the requirements of societal and economic developments. Therefore, bridge maintenance planning should accommodate multiple performance goals which need to be quantified by various performance indicators. In this paper, an application of Multi-Attribute Utility Theory (MAUT) for bridge maintenance planning is illustrated with a case study of bridges from the Netherlands road network. MAUT seeks to optimise multiple objectives by suggesting a trade-off among them and finally assigns a ranking to the considered bridges. Moreover, utility functions of MAUT appropriately account for the involved uncertainty and risk attitude of infrastructure managers. The main contribution of this study is in presenting a proof-of-concept on how MAUT provides a systematic approach to improve the decision-making of maintenance planning by making use of available data, accommodating multiple performance goals, their uncertainty, and preferences of infrastructure managers. |
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AbstractList | Bridge infrastructure managers are facing multiple challenges to improve the availability and serviceability of ageing infrastructure, while the maintenance planning is constrained by budget restrictions. Many research efforts are ongoing, for the last few decades, ranging from development of bridge management system, decision support tools, optimisation models, life cycle cost analysis, etc. Since transport infrastructures are deeply embedded in society, they are not only subject to technical requirements, but are required to meet the requirements of societal and economic developments. Therefore, bridge maintenance planning should accommodate multiple performance goals which need to be quantified by various performance indicators. In this paper, an application of Multi-Attribute Utility Theory (MAUT) for bridge maintenance planning is illustrated with a case study of bridges from the Netherlands road network. MAUT seeks to optimise multiple objectives by suggesting a trade-off among them and finally assigns a ranking to the considered bridges. Moreover, utility functions of MAUT appropriately account for the involved uncertainty and risk attitude of infrastructure managers. The main contribution of this study is in presenting a proof-of-concept on how MAUT provides a systematic approach to improve the decision-making of maintenance planning by making use of available data, accommodating multiple performance goals, their uncertainty, and preferences of infrastructure managers. |
Author | Allah Bukhsh, Zaharah Klanker, Giel Stipanovic, Irina Doree, Andre G. O' Connor, Alan |
Author_xml | – sequence: 1 givenname: Zaharah surname: Allah Bukhsh fullname: Allah Bukhsh, Zaharah email: z.allahbukhsh@utwente.nl organization: Faculty of Engineering Technology, Department for Construction Management and Engineering, University of Twente – sequence: 2 givenname: Irina surname: Stipanovic fullname: Stipanovic, Irina organization: Faculty of Engineering Technology, Department for Construction Management and Engineering, University of Twente – sequence: 3 givenname: Giel surname: Klanker fullname: Klanker, Giel organization: Rijkswaterstaat Ministry of Infrastructure and the Environment – sequence: 4 givenname: Alan surname: O' Connor fullname: O' Connor, Alan organization: Department of Civil, Structural and Environmental Engineering, Trinity College Dublin – sequence: 5 givenname: Andre G. surname: Doree fullname: Doree, Andre G. organization: Faculty of Engineering Technology, Department for Construction Management and Engineering, University of Twente |
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SubjectTerms | multi criteria decision-making Multi-Attribute Utility Theory multi-objective optimisation network analysis performance aspects Performance indicators road bridges |
Title | Network level bridges maintenance planning using Multi-Attribute Utility Theory |
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