Research on Electric Power Steering System Based on Compound Control of CMAC and PID

被引：0
|
作者：
Shi, Peilin [1 ,2 ]
Gao, Shixiang [2 ]
Wang, Yi [1 ]
机构：
[1] Beijing Inst Technol, Sch Mech & Vehicular Engn, Beijing 100081, Peoples R China
[2] Shandong Univ Technol, Sch Transport & Vehicle Engn, Zibo 255091, Peoples R China
来源：
IITSI 2009: SECOND INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS | 2009年
关键词：
Electric power steering system; CMAC neural network; PID controller; compound control; STABILITY;
D O I：
10.1109/IITSI.2009.15
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Because of the complex nonlinearity of electric power steering system, the actual current of motor can't follow the tracks of the target current well with PID controller. A compound controller of CMAC and PID is proposed for it. This controller realized the feedback control with traditional PID controller to make the electric power steering system stable, and realized the feed forward control with CMAC neural network controller to increase the response speed and control precision. Simulation results showed that actual current of motor can follow the tracks of the target current very well with the compound controller. Moreover, the compound control system of CMAC and PID is less sensitive to the change of parameters than that in PID control system.
引用
收藏
页码：39 / +
页数：2
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