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Multiobjective Optimization for Pavement Network Maintenance and Rehabilitation Programming: A Case Study in Shanghai, China

机译:路面网络维护与康复规划多目标优化 - 以中国上海为例

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摘要

This study investigates the pavement network maintenance and rehabilitation (M&R) programming problem, over a certain planning horizon and in the context of limited funding. We designed an integer programming model to fulfill three purposes, namely, optimize the road conditions, minimize user disturbance costs, and minimize agency costs. We present a case study in which this model is applied to the pavement network of Shanghai. We investigate the results through the use of five M&R strategies, to identify the Pareto-optimal trade-offs inherent in developing pavement network M&R planning. The results demonstrate that there is a positive relationship between PCI improvement and user disturbance costs and between PCI improvement and agency costs. Additionally, we conduct a comparative analysis between agency and government-oriented strategies to evaluate the effectiveness and equity consideration. The findings suggest that the government-oriented strategy improves the pavement condition effectively with low user disturbance costs, and the agency-oriented strategy accounts for more equity consideration. Finally, we formulate an extension model that considers multiple road types, for application to pavement network M&R programming. The results show that light rehabilitation and preventive maintenance are the most frequently implemented treatments on arterial roads and secondary trunk roads from the case network implementation. This study helps decision-makers identify the trade-offs made when developing a pavement network M&R program.
机译:本研究调查了路面网络维护和康复(M&R)编程问题,在一定的规划地平线和有限的资金范围内。我们设计了一个整数编程模型来实现三种目的,即优化道路状况,最大限度地减少用户干扰成本,并最大限度地减少代理成本。我们提出了一个案例研究,其中该模型应用于上海的路面网络。我们通过使用五个M&R策略来调查结果,以确定开发人行道网络M&R规划中固有的帕累托最优权衡。结果表明,PCI改善和用户扰动成本与PCI改善和代理成本之间存在正相关关系。此外,我们对机构和政府导向的策略之间进行了比较分析,以评估有效性和股权考虑。调查结果表明,政府导向的策略有效地提高了路面条件,以低用户干扰成本,而原子能的战略占更多股权考虑。最后,我们制定了一种考虑多种道路类型的扩展模型,以应用于路面网络M&R编程。结果表明,光线康复和预防性维护是来自案例网络实施的动脉道路和次级干线最常见的处理。本研究有助于决策者确定开发人行道网络M&R计划时所做的权衡。

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