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Freeway Incident Likelihood Prediction and Response Decision-Making

机译:高速公路事故可能性预测与响应决策

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摘要

This research project consisted of two parts. The first part developed a set of real-time incident likelihood prediction models. The second part developed a freeway incident response decision-making methodology based on sequential hypothesis testing methods. The freeway incident likelihoods predicted by the real-time prediction models act as prior probabilities for the freeway incident response decision-making system. The products of this research project will be incorporated in the Advanced Traffic Management System that is being implemented on the Borman Expressway, a 16-mile segment of I-80 in northwest Indiana. The decision-making system can be used by traffic management personnel to assist in responding to various freeway incidents in a near optimal manner to minimize traffic delays and reduce the number of secondary incidents.
机译:该研究项目包括两个部分。第一部分开发了一组实时事件可能性预测模型。第二部分建立了基于顺序假设检验方法的高速公路事故响应决策方法。实时预测模型预测的高速公路事故可能性是高速公路事故响应决策系统的先验概率。该研究项目的产品将被整合到高级交通管理系统中,该系统正在印第安纳州西北部I-80的16英里长的Borman高速公路上实施。交通管理人员可以使用决策系统,以近乎最佳的方式协助应对各种高速公路事故,以最大程度地减少交通延误并减少二次事故的发生。

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