Double-Regulated Active Cruise Control for a Car Model with Nonlinear Powertrain Design

被引:0
作者
Kozlowski, Szymon [1 ]
Szost, Kinga [1 ]
Chilinski, Bogumil [1 ]
Polaniecki, Adrian [1 ]
机构
[1] Warsaw Univ Technol, Fac Automot & Construct Machinery Engn, Ludw Narbutta 84, PL-02524 Warsaw, Poland
来源
ELECTRONICS | 2025年 / 14卷 / 11期
关键词
ACC; PID control; autonomous cars; AUTONOMOUS VEHICLES; PID CONTROL; SYSTEM; DISTANCE;
D O I
10.3390/electronics14112257
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The need for autonomous vehicles has started rising rapidly. Many autonomous technologies, such as Cruise Control, the self-parking system, and the emergency braking system, are implemented in contemporary cars. These systems do not make the car fully autonomous; however, they allow people to get used to the idea of self-driving cars. Due to a surge of interest in autonomous systems, the development of these technologies has begun. This paper presents a model of Adaptive Cruise Control with a control system, which consists of two PID regulators. Using two PID regulators provides the possibility of more advanced regulation characteristics than using the classical one-PID regulation system. One of them regulates the powertrain model, the other the braking system model. The simulations are carried out using a vehicle dynamic system, whose thrust is determined by a real engine maximum torque curve that is approximated by combinations of polynomial functions. Due to the non-linearity, caused by the motor's curve and the use of two regulators, the PID tuning algorithm has been created. The algorithm provides satisfying results, followed by a marginal difference between the requested safe distance and actual distance value. The Active Cruise Control system has been tested using normalized driving cycles, which simulate the real behaviour of a car. The simulation results prove double-PID-regulated ACC's accuracy and speed of response in different states of motion.
引用
收藏
页数:11
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