Abstract

The aim of this study is to achieve the adaptive control for the Electronic Stability Control (ESC) of electric-wheel vehicle. An adaptive compound control system is designed. The system main includes a yaw velocity controller and a side slip angle controller. The yaw velocity controller is robust PID. The side slip angle controller is neural network PID. The PID parameters are adjusted adaptively through robust and neural network. The two controllers constitute the compound controller. Lateral acceleration is used as a limit value and added to the yaw velocity control. A full vehicle model is built to simulate the real electric-wheel vehicle. The ideal values of control parameters are introduced through the ideal vehicle model. Simulation experiments were dong, which included a steering wheel step input experiment and a sine input experiment. The experimental results show that the steady state and the transient performance of the control system are good. The adaptive compound control system is fit for the ESC.

Highlights

  • The electric-wheel vehicle cancels the traditional power transmission devices

  • The yaw moment control is the main task of the Electronic Stability Control (ESC)

  • The side slip angle controller is built based on an improved Back Propagation Neural Network (BPNN)

Read more

Summary

Introduction

The electric-wheel vehicle cancels the traditional power transmission devices. The wheel hub motors drive the electric-wheel vehicle independently. ESC can ensure the vehicle driving stability. Improvement of the ESC performance is becoming a research hotspot. The yaw moment control is the main task of the ESC. The characteristic parameters of the yaw moment control are the yaw velocity and the side slip angle. The conventional ESC system adopts Proportion Integration Differentiation (PID) controller to control these parameters. PID controller lacks adaptive adjusting parameter ability online. This makes PID can not well adapt to the complex road conditions [1]

Full vehicle model
Ideal vehicle model
Adaptive yaw velocity controller
Simulation experiment
Conclusion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call