Electronic Differential Control System Based on Particle Swarm Optimization and PID Control

Author:

Yang Dongxue,Lu Huacai,Zhang Chenyan

Abstract

Abstract For the front wheel steering, the control effect of the four-wheel hub-driven electric vehicle driven by the rear wheel is not accurate and stable. It is proposed to replace the traditional PID control system with the particle swarm algorithm to realize the online optimization of the PID regulator parameters. The simulation model of the improved system is built in MATLAB. Compared with the conventional PID control method, the results show that the improved four-wheel drive system has a smaller slip ratio between the left rear wheel and the right rear wheel, which improves the directional stability and braking efficiency of the wheel electric vehicle.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference11 articles.

1. Yaw stability control of electric vehicle driven by hub motor;Yong jia;Control Engineering of China,2021

2. model predictive controller-based in-wheel motor torque control system for distributed drive electric vehicle [J];Xiang hui;ACTA ELECTRONICA SINICA,2020

3. Adaptive Sliding Mode Control of Lateral Stability of four-Wheel Hub Electric Vehicles;Li;Int. J Automot. Technol.,2020

4. Genetic PI based model and path tracking control of four traction electrical vehicle;Dogan;Electr Eng,2020

5. Research on Decoupled Optimal Control of Straight-Line Driving Stability of Electric Vehicles Driven by Four-Wheel Hub Motors;Yang;Energies,2021

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