通过最佳协调可变速度限制来消除/减少冲击波

P. Breton, A. Hegyi, B. Schutter, H. Hellendoorn
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引用次数: 49

摘要

提出了一种模型预测控制(MPC)方法来优化协调高速公路交通的可变限速。其基本思想是,动态速度限制创造了一种交通状况,在这种情况下,冲击波可以更快地减弱。控制目标是最小化车辆在网络中花费的总时间。为了预测网络中交通流的演变,我们使用了METANET模型的一个改编版本,该模型考虑了可变速度限制。协调控制的结果是网络拥塞减少,流出量增加,总花费时间减少。此外,MPC的渐退地平线方法产生自适应的在线控制策略,该策略自动考虑系统参数的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shock wave elimination/reduction by optimal coordination of variable speed limits
We present a model predictive control (MPC) approach to optimally coordinate variable speed limits for highway traffic. The basic idea is that dynamic speed limits con create traffic conditions where shock waves can damp out faster. The control objective is to minimize the total time that vehicles spend in the network. For the prediction of the evolution of the traffic flows in the network we use an adapted version of the METANET model that takes the variable speed limits into account. The coordinated control results in a network with less congestion, a higher outflow, and a lower total time spent. In addition, the receding horizon approach of MPC results in an adaptive, online control strategy that automatically takes changes in the system parameters into account.
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