استفاده از ازدحام مورچه آشفته ارتقا یافته برای تنظیم کنترل کننده PID در کنترل کروز تطبیقی تعاونی
|کد مقاله||سال انتشار||مقاله انگلیسی||ترجمه فارسی||تعداد کلمات|
|55480||2016||6 صفحه PDF||سفارش دهید||محاسبه نشده|
Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)
Journal : Optik - International Journal for Light and Electron Optics, Volume 127, Issue 6, March 2016, Pages 3445–3450
In the study of introducing PID controller into Cooperative Adaptive Cruise Control (CACC) system, there still exist some problems, such as driving comfort and fuel consumption problems. Also, not making rational use of intelligent algorithm to tune PID controller cannot be overlooked. Hence, this paper presents a way to tune PID controller using improved chaotic ant swarm (CAS) to achieve the goal of improving driving comfort, fuel consumption and reducing the minimum safe distance. CACC controller, composed of PID controller and safety distance model, is erected with joint simulation of PRESCAN and MATLAB/Simulink. This paper presents experiments carried out on vehicle queues at low and high cruising speeds under various kinds of working conditions, including platoon driving, cut-in, cut-out vehicle queue and so on. Additionally, the experiments were conducted, respectively, before and after setting the PID controller. Results based on the data analysis of velocity, acceleration, the scale of throttle and brake power, wheel vertical displacement and longitudinal spacing between the vehicles demonstrate that this paper improved driving comfort at the same time decreased the minimum safety distance and fuel economy.