瓶颈
穿透率
自动化
控制器(灌溉)
计算机科学
工程类
汽车工程
控制理论(社会学)
模拟
实时计算
控制工程
控制(管理)
嵌入式系统
人工智能
生物
机械工程
岩土工程
农学
作者
Lianhua An,Xianfeng Yang,Dong‐Kyu Kim,Jia Hu,Guan Wang,Zhigang Xu
标识
DOI:10.1109/tits.2023.3287336
摘要
This paper proposed a speed harmonization controller for partially connected and automated traffic. It regulates the flow rate of the entire traffic by adjusting only the target cruising speed of Connected and Automated Vehicles (CAVs). The proposed controller bears the following features: i) compatibility enabled with partially connected and automated traffic consisting of CAVs and Human-driven Vehicles (HVs); ii) stability ensured for the traffic system under control; iii) precision guaranteed for the demand management on a multi-lane road with the help of a small portion of vehicles. To evaluate the proposed controller, a microscopic simulation evaluation was conducted. Results confirm that the control accuracy of the proposed controller is generally over 80% across all CAV Penetration Rates, demand levels (v/c ratio) and target demand drops (within 20%). A case study is presented to demonstrate the benefit of applying the proposed controller on a bottleneck. By preventing the onset of a breakdown and, along with it, a capacity drop, the proposed controller is able to increase the flow rate by 6%, reduce the number of stops by up to 90% and delay by approximately 5%.
科研通智能强力驱动
Strongly Powered by AbleSci AI