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A Robust Model for Optimal Time-of-Day Speed Control at Highway Work Zones

机译:高速公路工作区最佳日间速度控制的鲁棒模型

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摘要

This paper proposes a new speed control strategy, named time-of-day speed limit (TOD SL) control, for highway work-zone operations. The main purposes of the TOD SL control are to overcome the difficulty in setting the optimal real-time speed limit due to the lack of detectors and to maximize the use of available data such as the historical volume data on the target work zone. Its core logic is to divide the entire day of operations into a number of control periods and to accommodate the time-varying traffic conditions within each control period. The measure of effectiveness (MOE) selected in the TOD SL model takes into account both the operational efficiency and traffic safety. To encompass all possible traffic conditions during each control period, the control model employs traffic flow relations calibrated from historical data to estimate the speed and density data with available volume under possible traffic scenarios. The performance of the proposed TOD SL control has been evaluated with the simulation experiments and compared with the other speed control strategies based on the selected measures of effectiveness.
机译:本文提出了一种新的速度控制策略,称为“时间限速(TOD SL)”控制,适用于高速公路工作区操作。 TOD SL控制的主要目的是克服由于缺少检测器而设置最佳实时速度限制的困难,并最大限度地利用可用数据(例如目标工作区上的历史体积数据)。它的核心逻辑是将整天的运营分成多个控制时段,并在每个控制时段内适应时变的交通状况。在TOD SL模型中选择的有效性量度(MOE)考虑了运营效率和交通安全。为了涵盖每个控制期内的所有可能的交通状况,控制模型采用从历史数据中校准的交通流量关系,以估计在可能的交通场景下具有可用流量的速度和密度数据。拟议的TOD SL控制系统的性能已通过仿真实验进行了评估,并根据所选的有效措施与其他速度控制策略进行了比较。

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