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Development of Optimal Control System for Safe Distance of Platooning Using Model Predictive Control

机译:基于模型预测控制的排阵安全距离最优控制系统的开发

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摘要

Platooning technology is becoming a future task which suggests as a way of reducing carbon dioxide emissions and realizing safe driving at a high velocity. This paper presents a unique optimal control method of velocity and distance for platooning using model predictive control. The vehicle-platoon's distance model which is based on the road condition and weather condition is used in this rigorous approach of deriving the control input. A combination of Continuation and Generalized Minimum Residual Methods is used to optimize the sequence of vehicle control commands which is required in the prediction horizon aiming at minimizing the relative velocity and keeping safe distance of the vehicle-platoon while the vehicle-platoon is on a high velocity driving.
机译:排技术正在成为未来的任务,它提出了一种减少二氧化碳排放并实现高速安全驾驶的方法。本文提出了一种基于模型预测控制的排球速度和距离最优控制方法。在这种严格的控制输入推导方法中,使用了基于道路状况和天气状况的车辆行距模型。连续性和广义最小残差方法的组合用于优化预测范围内所需的车辆控制命令的顺序,以最小化相对速度并在车辆排高时保持车辆排的安全距离速度驱动。

著录项

  • 来源
    《Simulated evolution and learning》|2010年|p.65-74|共10页
  • 会议地点 Kanpur(IN);Kanpur(IN)
  • 作者单位

    Graduate School of Information, Production and Systems, Waseda University,808-0135, Kitakyushu, Fukuoka, Japan;

    Graduate School of Information, Production and Systems, Waseda University,808-0135, Kitakyushu, Fukuoka, Japan;

    Graduate School of Information, Production and Systems, Waseda University,808-0135, Kitakyushu, Fukuoka, Japan;

    Graduate School of Information, Production and Systems, Waseda University,808-0135, Kitakyushu, Fukuoka, Japan;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算机网络;
  • 关键词

    Platooning; model predictive control; safe distance;

    机译:排;模型预测控制;安全距离;

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