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首页> 外文期刊>American Journal of Engineering Research >Optimal Design of Pid-Controller For Adaptive Cruise Control Using Differencial Evolution
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Optimal Design of Pid-Controller For Adaptive Cruise Control Using Differencial Evolution

机译:基于差分进化的自适应巡航控制PID控制器的优化设计

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摘要

This thesis presents an Adaptive Cruise Control (ACC) system which is an automotive feature that allows drivers to maintain preset speed while the system automatically monitors the traffic patterns and adjust the closing distance by acting on the throttle and the brakes to maintain a safe distance behind the vehicle ahead. It employs radar to measure the distance from the ACC vehicle to the vehicle in front and its speed relative to the ACC vehicle. The controller used is Proportional, Integral and Differen tial (PID) and tuned using Differential Evolution (DE) scheme which is used to choose the correct actuator for the current driving situation. The structure combines the speed control model and an additional control loop that is charged of verifying some sa fety and comfort constraints while the latter is charged with assuring a good tracking of the desired reference inter-vehicle distance. The system performance during Speed Control (Cruise Control), Following Distance Control (Headway Control) and Stop-and-Go situation on all road grades and for all speed ranges has been satisfactory and the proposed controller yields favourable overshoot, rise time and settling time as compared to similar works. The average safe stoppage distance behind a stationary object is 2 m.
机译:本文提出了一种自适应巡航控制(ACC)系统,该系统是汽车的一种功能,可以使驾驶员保持预设的速度,而该系统通过作用在油门和制动器上来自动监控交通状况并调整关闭距离,以保持后面的安全距离。前方的车辆。它使用雷达来测量从ACC车辆到前方车辆的距离及其相对于ACC车辆的速度。所使用的控制器为比例,积分和微分(PID),并使用差分进化(DE)方案进行了调整,该方案用于为当前驾驶情况选择正确的执行器。该结构将速度控制模型与一个附加控制环结合在一起,该附加控制环负责验证一些安全性和舒适性约束,而后者则负责确保对所需参考车距的良好跟踪。在所有道路坡度和所有速度范围内的速度控制(巡航控制),跟随距离控制(车距控制)和走走停停情况下的系统性能都令人满意,建议的控制器产生良好的超调量,上升时间和稳定时间与同类作品相比静止物体后面的平均安全停止距离为2 m。

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