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Roads Performance Modeling and Management System from Two Condition Data Points: Case Study of Costa Rica

机译:基于两个条件数据点的道路绩效建模和管理系统:哥斯达黎加的案例研究

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摘要

Initial implementation of a road management system will typically face the challenge of a lack of time-series data for performance modeling. This paper presents one approach for developing initial performance prediction models that are required to support trade-off and optimization analyses in a road management system. The paper demonstrates that starting performance models can be formulated based on as little as 2 years' network-level data on condition and traffic. The paper builds a locally calibrated pavement condition index and subsequently uses it for network-level strategic planning and programming of works. The paper demonstrates a method of extracting initial estimates of treatments' effectiveness from the condition data. The case study is based on the Costa Rican national road network. The model uses commercial software to allocate resources and optimize decisions. Several investment strategies were tested to investigate the sustainability of the road network value over time. The results demonstrate that optimization improves road conditions in a sustainable manner, which in the long run releases funds for other necessities.
机译:道路管理系统的初始实施通常将面临缺乏用于性能建模的时间序列数据的挑战。本文提出了一种开发初始性能预测模型的方法,该模型需要在道路管理系统中支持权衡和优化分析。本文表明,可以基于仅2年的网络状况和流量数据来制定启动性能模型。本文建立了一个局部校准的路面状况指数,随后将其用于网络级的战略规划和工程规划。本文演示了一种从病情数据中提取治疗效果的初步估计值的方法。该案例研究基于哥斯达黎加国家公路网。该模型使用商业软件来分配资源和优化决策。测试了几种投资策略,以调查道路网络价值随时间推移的可持续性。结果表明,优化以可持续的方式改善了道路状况,从长远来看,这可以释放其他必需品的资金。

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