Connected eco‐driving for electric buses along signalized arterials with bus stops

运输工程 能源消耗 汽车工程 灵敏度(控制系统) 能量(信号处理) 电动汽车 高效能源利用 能量平衡 计算机科学 模拟 工程类 电气工程 功率(物理) 量子力学 物理 统计 数学 电子工程 生态学 生物
作者
Xiaonian Shan,Changxin Wan,Peng Hao,Guoyuan Wu,Xiang Zhang
出处
期刊:Iet Intelligent Transport Systems [Institution of Electrical Engineers]
卷期号:17 (3): 579-591 被引量:9
标识
DOI:10.1049/itr2.12285
摘要

Abstract With the rapid development of the cooperative vehicle infrastructure system, eco‐approach and departure has been attracting increasing attention for mitigating the impact of signalized intersections, which helps improve the energy efficiency of equipped vehicles. However, existing studies have rarely considered the balance of electric bus energy consumption and traveling time. Meanwhile, the joint effect of bus stops and signalized intersections, and their interactions were not discussed widely with connected and automated electric buses (CAEBs). In this study, an integrated CAEB trajectory planning methodology with the balance of traveling time and energy consumption is proposed. A bi‐level programming model is developed to obtain the optimal trajectories of CAEBs. Numerical experiments are conducted to analyse and compare the model with two baseline models. The results demonstrate the optimal performance of the derived scheme in terms of bus energy consumption, with approximately 30–50% energy savings. Furthermore, model sensitivity analysis is conducted to quantify the impacts of the related system parameters. The findings also reveal that the entry time, conversion coefficient, and final speed have significant impacts on electric bus energy consumption along signalized arterials with bus stops.
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