考虑形态参数的自动驾驶卡车编队油耗分析OA北大核心
Analysis of the Autonomous Truck Platoon's Fuel Consumption Considering Morphological Parameters
纵向间隔距离、横向偏移距离、横向分布模式、车辆数量等形态参数直接影响卡车编队空气阻力特性,进而影响其油耗.解析形态参数对卡车编队油耗的影响有利于合理制定卡车编队方案,优化自动驾驶卡车编队燃油节省率,并可为综合性评估自动驾驶卡车编队经济效益提供数据参考.采集并分析了卡车行驶状态数据,构建了不同形态参数组合的卡车编队方案,并基于三维非结构化网格建模方法,建立了343个2车编队与2 401个3车编队的计算流体力学模型.通过计算流体力学数值模拟,解算所有编队形态的车辆空气阻力系数.利用获取的编队车辆空气阻力系数,采用蒙特卡洛模拟随机取样并结合油耗计算流程,实现动态编队的车辆油耗估计.结果表明:较小的纵向间隔距离与横向偏移距离更有利于降低编队整体油耗,且3车编队的燃油节省率优于2车编队.2车编队领航车与队尾车空气阻力系数分别为单辆车的87.43%~100.6%与58.00%~76.30%;3车编队领航车、中间车、队尾车的空气阻力系数分别为单辆车的84.19%~100.9%、45.65%~81.19%与45.24%~77.20%.对于横向偏移,引入的横向分布模式消减了横向偏移对编队燃油节省率的不利影响;当纵向间隔距离为6m、横向分布宽度为90 cm、横向分布模式为正态分布时,2车编队与3车编队的车辆均节省燃油10.71%与15.65%.
Air drag and fuel consumption of an autonomous truck platoon are critically influenced by its morpholog-ical parameters:longitudinal interval,lateral offset,lateral distribution mode,and number of vehicles.A comprehen-sive analysis of morphological parameters'impact on truck platoon fuel consumption can facilitate the rational for-mulation of truck platoon,optimize fuel-saving rates,and provide data for further evaluation of economic benefits.Based on the driving data,343 two-truck platoons and 2 401 three-truck platoons with different morphological pa-rameters are proposed.Using a three-dimensional unstructured grid modeling method,models of all these truck pla-toons have been developed.Air drag coefficients of all platoons are calculated by computational fluid dynamics sim-ulations.With these air drag coefficients and a method for calculating fuel consumption,fuel consumption estima-tion of all platoons has been analyzed using Monte Carlo simulation.The results show that smaller longitudinal in-tervals and lateral offsets are more conducive to reducing the fuel consumption of a platoon,and a three-truck pla-toon exhibit superior fuel-saving performance compared to a two-truck platoon.For a two-truck platoon,air drag co-efficients of its leader truck and its tail truck are 87.43%~100.6%and 58.0%~76.30%of that of a single truck re-spectively.For a three-truck platoon,the air drag coefficients of the leader truck,the middle truck and the tail truck are 84.19%~100.9%,45.65%~81.19%and 45.24%~77.20%of that of a single truck respectively.For a dynamic truck platoon,adverse effect caused by lateral offset has been eliminated by the proposed lateral distribution mode.While the longitudinal interval equals six meters and lateral offset distributes within 90 cm with a normal distribu-tion,average fuel saving rates of a two-truck platoon and a three-truck platoon are 10.71%and 15.65%,respectively.
张希;宋明涛;黄妍妮;陈丰
哈尔滨工业大学(深圳)建筑学院 广东 深圳 518000||深圳市城市公共安全技术研究院有限公司交通运输安全研究所 广东 深圳 518000哈尔滨工业大学(深圳)建筑学院 广东 深圳 518000||深圳市城市公共安全技术研究院有限公司交通运输安全研究所 广东 深圳 518000同济大学道路与交通工程教育部重点实验室 上海 201800同济大学道路与交通工程教育部重点实验室 上海 201800
交通工程
交通工程卡车编队车辆油耗计算流体力学编队形态
traffic engineeringtruck platoonvehicle fuel consumptioncomputational fluid dynamicstruck pla-toon formation
《交通信息与安全》 2025 (1)
152-160,9
国家自然科学基金项目(51978522)资助
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