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基于信号灯状态的燃油最优车速规划与控制
引用本文:张博,郭戈,王丽媛,王琼.基于信号灯状态的燃油最优车速规划与控制[J].自动化学报,2018,44(3):461-470.
作者姓名:张博  郭戈  王丽媛  王琼
作者单位:1.大连理工大学控制科学与工程学院 大连 116024
基金项目:国家自然科学基金61573077国家自然科学基金61273107
摘    要:基于车联网(Vehicular ad hoc networks,VANETs)进行车辆和信号灯的协同控制是下一代智能交通系统(Intelligent transportation systems,ITSs)中非常重要的核心技术之一.本文提出了一种预测信号灯信息的车辆低油耗环保驾驶控制系统.首先,根据道路信息和牛顿第二定律建立车辆动态模型,根据系统测量的信号灯状态信息,获得车辆避免刹车情况下通过前方信号灯的参考速度.然后,结合基于油耗模型和速度跟踪的综合优化指标,运用模型预测控制(Model predictive control,MPC)方法计算车辆的最优控制输入,并利用Laguerre函数方法对MPC问题进行求解.仿真表明,该系统可减少路口不必要的停车和刹车操作,节约燃油.

关 键 词:交通配时    模型预测控制    燃油成本    速度跟踪
收稿时间:2016-09-23

Vehicle Speed Planning and Control for Fuel Consumption Optimization with Traffic Light State
Affiliation:1.School of Control Science and Engineering, Dalian University of Technology, Dalian 1160242.State Key Laboratory of Synthetical Automation for Industrial Process, Northeastern University, Shenyang 1100043.School of Control Engineering, Northeastern University, Qinhuangdao 0660044.College of Mechanical and Electronic Engineering, Dalian Nationalities University, Dalian 116600
Abstract:Vehicle and traffic timing joint control based on vehicular ad hoc networks (VANETs) is one of the most significant core technologies in the next generation intelligent transportation systems (ITSs). This paper presents an eco-driving control system aiming at minimizing fuel consumption via traffic timing prediction. First, a vehicle dynamic model is established according to the road conditions and Newton's second law. The reference velocity for the car to pass through a signal intersection ahead without stopping is calculated by predicting the traffic light state. Then, based on a comprehensive optimization index, which is a function of fuel consumption and velocity tracking error, the optimal control input is obtained in the framework of model predictive control (MPC). The solution to the MPC problem is derived using Laguerre function method. Simulation results illustrate that this method can effectively decrease the waiting times and unnecessary brake operations at intersections, and at the same time reduce the fuel consumption.
Keywords:
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