Fuzzy Control of the Integrated System of Electromagnetic Brake and Friction Brake of Car
Nan Li
Abstract
Nan Li
Abstract
The integrated system of electromagnetic brake and friction brake of car can improve braking performance effectively,reasonable control strategy is the key to realizing the integrated system.Because of the non-linearity and time variation of vehicle brake system,based on the analysis of 1/4 vehicle model,the integrated system model and the fuzzy control theory,the control strategy using fuzzy control of the amount of current flowing in the electromagnetic brake coil is proposed,in which the vehicle slip rate is used as input,the current of the electromagnetic brake is used as output,thus the fuzzy controller of the system is designed.To prove its validity and feasibility,a vehicle equipped with the integrated system of electromagnetic brake and frictional brake is taken as example.Matlab/Simulink software is used to carried out simulation analysis of the system.Comparison is made between the vehicles with and without the fuzzy controller.The simulation result shows that the integrated system using fuzzy strategy can effectively reduce braking time and shorten braking distance,so the proposed control strategy is feasible.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The integrated system of electromagnetic brake and friction brake of car can improve braking performance effectively,reasonable control strategy is the key to realizing the integrated system.Because of the non-linearity and time variation of vehicle brake system,based on the analysis of 1/4 vehicle model,the integrated system model and the fuzzy control theory,the control strategy using fuzzy control of the amount of current flowing in the electromagnetic brake coil is proposed,in which the vehicle slip rate is used as input,the current of the electromagnetic brake is used as output,thus the fuzzy controller of the system is designed.To prove its validity and feasibility,a vehicle equipped with the integrated system of electromagnetic brake and frictional brake is taken as example.Matlab/Simulink software is used to carried out simulation analysis of the system.Comparison is made between the vehicles with and without the fuzzy controller.The simulation result shows that the integrated system using fuzzy strategy can effectively reduce braking time and shorten braking distance,so the proposed control strategy is feasible.
Key concepts: Brake, Automotive engineering, Fuzzy control system, Fuzzy logic, MATLAB, Controller (irrigation), Control theory (sociology), Engineering