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《Journal of Anhui University of Technology and Science(Natural Science)》 2010-01
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Dual-motor driving servo system based on fuzzy RBF neural network

ZHAO Hai-bo,ZHOU Xiang-hong (1.Photoelectron Research Center,Department of Electrical Engineering,Tongling University,Tongling 244000,China;2.NO.43 Research Institute,China Electronic Science and Technology Group Company,Hefei 230088,China)  
Due to the existence of backlash and friction in dual-motor driving servo system,conventional PID control can't satisfy its control requirement.In view of the defect that it is difficult to achieve good control effect by using conventional PID control because of the fixed parameter,a kind of PID control based on fuzzy RBF neural network is proposed.This method combines the reasoning ability of fuzzy control and the learning ability of neural network.The PID parameter which suits the plant can be adjusted online.Finally the simulation testing was carried out in dual-motor driving servo system.Simulation illustrates the effectiveness of the proposed control strategy.
【Fund】: 光电子应用安徽省工程技术研究中心培育基地基金资助项目
【CateGory Index】: TM921.541
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Chinese Journal Full-text Database 1 Hits
1 ZHAO Hai-bo1,2(1.Engineering Technology Reaearch Center of Optoelectronic Appliance,Anhui Province,Tongling Anhui,244000,China; 2.Department of Electrical Engineering,Tongling University,Tongling Anhui,244000,China);Probing Into the Teaching Methods of Artificial Intelligence Course[J];Science & Technology Information;2011-07
Chinese Journal Full-text Database 10 Hits
1 ZHAO Guo-feng,FAN Wei-hua,CHEN Qing-wei,HU Wei-li(Department of Automation,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);A Survey on Backlash Nonlinearity[J];Acta Armamentarii;2006-06
2 ZHAO Hai-bo1 ZHOU Xiang-hong 2(1Photoelectron Research Center,Department of Electrical Engineerin,Tongling University,Tongling Anhui 244000)(2 NO.43 Research Institute,China Electronic Science and Technology Group Company,Hefei Anhui 230088);RESEARCH OF FUZZY PI CONTROL OF DUAL-MOTORS DRIVING SERVO SYSTEM[J];Journal of Chaohu College;2009-03
3 Chen Qingwei Guo Yu Hu Weili Wang Jianxia (Department of Automation, Nanjing University of Science and Technology, Nanjing 210094, China);Dynamics analysis and modeling of multi-motor synchronized driving system[J];Journal of Southeast University (Natural Science Edition);2004-S1
4 Yang Song Zeng Ming Su Baoku(Department of Control Science and Engineering,Harbin Institute of Technology, Harbin 150001,China);New repetitive adaptive friction compensation scheme in high-precise servo system[J];Journal of Southeast University(Natural Science Edition);2006-S1
5 Zhao Guofeng Hu Weili;Backlash Nonlinearity Control of Servo System Driven by Two Motors[J];Electric Drive;2005-02
6 HU Mai-ling, ZHANG Guang-hui, WEI Ping, LIU Xing-song( Northwest Institute of Mechanical & Electrical Engineering,Xianyang 712099,Shaanxi,China);Modeling and Analysis of Double-Motor Driven Servo System[J];Journal of Gun Launch & Control;2008-02
7 LIU Jizhen; ZENG Deliang and LIU Yanquan(Department of Thermal Power Engineering. North China Electric Power University·Hebei Baoding, 071003, PRC);Rule-Based Compensation and Control of a System with Backlash[J];CONTROL THEORY & APPLICATIONS;1997-03
8 WU Hongxin XIE Yongchun LI Zhibin HE Yingzi (Beijing Institute of Control Engineering,Beijing 100080);INTELLIGENT CONTROL BASED ON DESCRIPTION OF PLANT CHARACTERISTIC MODEL[J];;1999-01
9 ChenQingwei GuoYu YangJingzhong (Department of Automation,NUST,Nanjing 210094);A Study of Application of Improving Precision of Nonlinear System with Backlash[J];Journal of Nanjing University of Science and Technology;2000-06
10 ZANG Da-jin,LIU Zeng-liang,GONG Zhao-Tian (Department of Electronic Engineering,TongLing University,Tongling 244000,China);Thoughts on Improving the Quality of Application-oriented Institutes Talents[J];Journal of West Anhui University;2009-05
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