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An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level

机译:网络层面的路面养护管理优化的迭代方法

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摘要

Pavement maintenance is one of the major issues of public agencies. Insufficient investment or inefficient maintenance strategies lead to high economic expenses in the long term. Under budgetary restrictions, the optimal allocation of resources becomes a crucial aspect. Two traditional approaches (sequential and holistic) and four classes of optimization methods (selection based on ranking, mathematical optimization, near optimization, and other methods) have been applied to solve this problem. They vary in the number of alternatives considered and how the selection process is performed. Therefore, a previous understanding of the problem is mandatory to identify the most suitable approach and method for a particular network. This study aims to assist highway agencies, researchers, and practitioners on when and how to apply available methods based on a comparative analysis of the current state of the practice. Holistic approach tackles the problem considering the overall network condition, while the sequential approach is easier to implement and understand, but may lead to solutions far from optimal. Scenarios defining the suitability of these approaches are defined. Finally, an iterative approach gathering the advantages of traditional approaches is proposed and applied in a case study. The proposed approach considers the overall network condition in a simpler and more intuitive manner than the holistic approach.
机译:路面维护是公共机构的主要问题之一。从长远来看,投资不足或维护策略效率低下会导致高昂的经济支出。在预算限制下,资源的优化配置成为至关重要的方面。两种传统方法(顺序和整体方法)和四类优化方法(基于排名的选择,数学优化,接近优化和其他方法)已用于解决此问题。它们在考虑的替代方案数量以及选择过程的执行方式方面有所不同。因此,必须先对问题进行理解,才能确定最适合特定网络的方法。本研究旨在基于对公路实践现状的比较分析,协助公路部门,研究人员和从业人员何时以及如何应用现有方法。整体方法解决了考虑整体网络状况的问题,而顺序方法更易于实现和理解,但可能导致解决方案远非最佳。定义了定义这些方法适用性的方案。最后,提出了一种收集传统方法优点的迭代方法,并将其应用于案例研究中。所提出的方法比整体方法以更简单,更直观的方式考虑整体网络状况。

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