A mathematical programming approach to railway network asset management

C. Fecarotti, J. Andrews
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引用次数: 4

Abstract

A main challenge in railway asset management is selecting the maintenance strategies to apply to each asset on the network in order to effectively manage the railway infrastructure given that some performance and safety targets have to be met under budget constraints. Due to economic, functional and operational dependencies between different assets and different sections of the network,# optimal solutions at network level not always include the best strategies available for each asset group. This paper presents a modelling approach to support decisions on how to effectively maintain a railway infrastructure system. For each railway asset, asset state models combining degradation and maintenance are used to assess the impact of any maintenance strategy on the future asset performance. The asset state models inform a network-level optimisation model aimed at selecting the best combination of maintenance strategies to manage each section of a given railway network in order to minimise the impact of the assets conditions on service, given budget constraints and performance targets. The optimisation problem is formulated as an integer-programming model. By varying the model parameters, scenario analysis can be performed so that the infrastructure manager is provided with a range of solutions for different combination of budget available and performance targets.
铁路网资产管理的数学规划方法
铁路资产管理的一个主要挑战是选择适用于网络上每个资产的维护策略,以便有效地管理铁路基础设施,因为必须在预算限制下满足一些性能和安全目标。由于不同资产和网络的不同部分之间的经济、功能和操作依赖关系,网络级别的最优解决方案并不总是包括每个资产组可用的最佳策略。本文提出了一种建模方法来支持如何有效维护铁路基础设施系统的决策。对于每一项铁路资产,使用结合退化和维护的资产状态模型来评估任何维护策略对未来资产性能的影响。资产状态模型为网络级优化模型提供信息,该模型旨在选择维护策略的最佳组合来管理给定铁路网的每个部分,以便在给定预算约束和绩效目标的情况下,最大限度地减少资产状况对服务的影响。优化问题被表述为一个整数规划模型。通过改变模型参数,可以执行场景分析,以便为基础设施管理人员提供针对可用预算和性能目标的不同组合的一系列解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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