Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Electric Machines and Control》 2009-05
Add to Favorite Get Latest Update

PMLSM self-constructing fuzzy neural network controller design

WANG Li-mei,WU Zhi-tao,ZUO Tao(School of Electrical Engineering,Shenyang University of Technology,Shenyang 110023,China)  
A self-constructing feedback fuzzy neural network controller(SCFFNNC) for permanent magnet linear synchronous motors(PMLSM) is presented in the paper aiming at the influence of load disturbance and system parameters uncertainty to the PMLSM servo system dynamic performance.The controller combined the non-linear identification of fuzzy control with self-learning ability of neural network.The number of neurons for each layer of neural network can change on-line with the variation of error.The controller can reserve the self-learning ability,improve the real-time ability for neural network and enhance the dynamic performance of servo system.The self-constructing feedback can improve the adaptation of neural network.Simulation results show that the PMLSM servo system based on SCFFNNC can suppress the parameters variations and external disturbances and is featured by strong robustness.
【Fund】: 国家自然科学基金(50805098);; 沈阳市科学技术计划项目(1071201-1-00)
【CateGory Index】: TM341
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 9 Hits
1 LU Hua-cai,JIANG Ming,CHEN Qi-gong (Anhui Provincial Key Laboratory of Electric and Control,Anhui Polytechnic University,Wuhu 241000,China);Position sensorless control of permanent magnet linear synchronous motor used nonlinear observer[J];Electric Machines and Control;2011-08
2 Huang Shengen1,2,Xu Xiaoping1 (1.School of Computer Science and Engineering,Guilin University of Electronic Technology,Guilin 541004,China; 2.Guangxi Military Area Command of PLA,Nanning 530001,China);An adaptive inverse control method for PMLSM based on wavelet neural network[J];Journal of Guilin University of Electronic Technology;2012-02
3 ZHANG Hong-wei,YU Fa-shan,BU Xu-hui,WANG Fu-zhong(School of Electrical Engineering & Automation,Henan Polytechnic University,Jiaozuo 454000,China);Robust iterative learning control for permanent magnet linear motor[J];Electric Machines and Control;2012-06
4 DANG Xuan-ju1,XU Xiao-ping1,YU Xiao-ming2,JIANG Hui1(1.School of Electronic Engineering and Automation,Guilin University of Electronic Technology,Guilin 541004,China; 2.College of Electrical & Information Engineering,Shanxi University of Electronic Technology,Xi'an 710021,China);Control for PMLSM based on wavelet neural network[J];Electric Machines and Control;2013-01
5 Fan Mai-chao;Zeng Yue-nan;School of Automation,Guangdong University of Technology;;Modeling and Simulation of PMLSM Servo System Based on VisSim[J];Journal of Guangdong University of Technology;2013-03
6 ZHANG Qi,YANG Jun-you(College of Electrical Engineering,Shenyang University of Technology,Shenyang Liaoning 110178,China);Simulation of Thrust Disturbance of Permanent Magnet Linear Synchronous Motor[J];Computer Simulation;2011-02
7 CUI Yong;Chang Ge Power Supply Company;;Application of RBF Neural Network Sliding Mode Control for PMLSM[J];Mechanical & Electrical Engineering Technology;2013-12
8 Zhang Libing1,2 You Youpeng1 Wu Ting1,2 1.Nanjing University of Aeronautics and Astronautics,Nanjing,210016 2.Jiaxing University,Jiaxing,Zhejiang,314001;Research on Positioning Servo Control Strategies of a Computerized Numerical Control System[J];China Mechanical Engineering;2012-14
9 WANG Wu,BAI Zheng-Min,YAO Ning(School of Electrical and Information Engineering,Xuchang University,Xuchang 461000,China);Simulation of Neural Network Sliding Mode Control for Permanent Magnet Linear Synchronous Motor[J];Electric Machines & Control Application;2011-02
【Citations】
Chinese Journal Full-text Database 4 Hits
1 Sun Yibiao Guo Qingding(Shenyang University of Technology 110023 China);Sliding Mode Control Based on Neural Network Command-compensator for AC Permanent Magnet Linear Servo System[J];Transactions of China Electrotechnical Society;2002-03
2 ZHANG Hong-wei, KANG Run-sheng, WANG Xin-huan, WANG Fu-zhong Dept of Electrical Engineering, Henan Polytechnic University, Jiaozuo 454000, China;Thrust fluctuation compensation for permanent magnet linear synchronous motor based on neural network[J];Electric Machines and Control;2004-04
3 ZHENG Xue-mei~(1,2),ZHAO Lin~1,FENG Yong~2(1.Control Theory and Science Institute,Harbin Engineering University,Harbin 150001,China;2.Electrionic Engineering Institute,Harbin Institute of Technology,Harbin,150001,China);Neural network control of synchronous motor's dynamic transition phase when load sudden changes[J];Electric Machines and Control;2006-04
4 SI Ji-kai1,2,WANG Xu-dong1,CHEN Hao2,YUAN Shi-ying1,JIAO Liu-cheng3 (1.College of Electrical Engineering and Automation,Henan Polytechnic University,Jiaozuo 45400,China;2.School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221008,China;3.Henan Normal University,Xinxiang 453000,China);Analysis of the slot-teeth component in permanent magnet linear synchronous motor at the outlet end[J];Electric Machines and Control;2008-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CAO Wen-xia1,WANG Yong-hua1,QIAN Duo-de2(1.Department of Mechanical Engineering,Anhui Technical College of Water Resources and Hydroelectric Power,Hefei 231603; 2.R&D center,Anhui Jianghuai Automobile Co.,Ltd,Hefei 230601);RBF neural network-based setting PID in controlling PMLSM[J];Journal of Anhui Agricultural University;2012-01
2 Gan Haitao,Gao Jian,Chen Xin(Faculty of Electromechanical Engineering,Guangdong University of Technology,Guangzhou 510090,China);Z-Axis Movement Signal Analysis of Capillary for Wire Bonding[J];Semiconductor Technology;2009-03
3 HU Xiao-jun, CUI Hong-Juan, ZHOU Rui, JI Xiu-cai (College of Electromechanical Engineering and Automation, National University of Defense Technology, Changsha 410073, China);Adaptive Optimal Preview Control with Its Application in Piston Digital Controlled Manufacture[J];Ordnance Industry Automation;2003-06
4 YANG Zhi,SUN Zhi-yong(School of Electromechanical Engineering,Beijing Information Science and Technology University,Beijing 100192,China);Application of linear motor to turning and grinding composite machine tool[J];Journal of Beijing Information Science & Technology University;2011-03
5 Fan Feng Liu Qiang (School of Mechanical Engineering and Automation, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Principle of software commutation and application in vector control of AC linear motor[J];Journal of Beijing University of Aeronautics and Astronautics;2004-04
6 DIAO Qun(College of Mathematics and Information Science,Pingdingshan University,Pingdingshan 467002,China);Two-Degree-of-Freedom Robust Controllers Design Based on H_∞ Methods for Permanent Magnet Linear Motor Servo System Used in Numerical Control Machine[J];Journal of Changchun Normal University(Natural Science);2010-08
7 Zhai Xiaofei ; Zhang Junhong; Zhao Jinghong ( Naval University of Engineering, Wuhan 430033, China);The MATLAB Simulation of the Permanent Magnetic Linear Synchronous Motor and Positioning Experiment[J];Marine Electric & Electronic Engineering;2006-04
8 Lv Fei, Qin Fuxing, Zhang Songtao, Yu Fenghao (Electromechanical Department, Naval Petty Officer Academy, Bengbu 233012, China);Vector Control Simulation of Permanent Magnet Linear Synchronous Motor[J];Marine Electric & Electronic Engineering;2012-01
9 DU Wen-yan,BI Lei,LI Chang-jiu(Department of Electrical and Electronic Engineering,Chengde Petroleum College,Chengde 067000,Hebei,China);Wavelet Transform Application in End-effect Analysis of Linear Motor[J];Journal of Chengde Petroleum College;2008-01
10 LI Hong1,2, ZHOU Yunfei1 (1.National Engineering Research Center of NC System Technology,Huazhong University of Science & Technology,Wuhan 430074,China; 2.Dept. of Electric Power Engineering,Changsha University of Electric Power,Changsha 410077,China);Application of Predictive Feedforward Compensation Control to Long Stroke Motor in Scanning Wafer Stage of Lithography[J];Journal of Changsha University of Electric Power(Natural Science);2003-03
China Proceedings of conference Full-text Database 2 Hits
1 Jin Shangtai,Hou Zhongsheng,Wang Weihong Advanced Control Systems Laboratory of the School of Electronics and Information Engineering,Beijing Jiaotong University,Beijing 100044,P.R.China;Model-free Adaptive Control Used in Permanent Magnet Linear Motor[A];[C];2007
2 GUO Qing-ding, ZHAO Xi-mei, SUN Yi-biao (School of Electrical Engineering, Shenyang University of Technology, Shenyang 110023, China.;H_∞ robust tracking control for linear servo systems based on B-spline network compensation[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 HE Guo-hua (School of Architecture,Tsinghua University,Beijing 100084,China);Forecast of Regional Logistics Requirements and Application of Grey Prediction Model[J];Journal of Beijing Jiaotong University(Social Sciences Edition);2008-01
2 GUO Guang-rong, XUE Bin, ZHANG Yun-long, HU Liang (Dept. of Armament Products, No. 58 Institute of China Ordnance Industries, Mianyang 621000, China);Application of Complex Control Technology in High Speed and High Precision Track Control System[J];Ordnance Industry Automation;2006-10
3 LI Pei-heng, YI Xiang-xiang, HOU Fu-shen (College of Environment and Energy Engineering, Beijing University of Technology. Beijing 100022, China; Northern Jiaotong University Beijing 100044, China; China Research Center of Automotive Technology, Beijing 100055, China );Current Situation of Foreign Electrical Automobile Development and Its Enlightenment to China[J];Journal of Beijing Polytechnic University;2004-01
4 Yang Fangting Yu Qun Yu Guyuan (Department of Vehicle Engineering)Chen Shenghui (Beijing Special Vehicle Test Station);Study and Analysis of Simulation for Road Surface[J];Journal of Beijing Agricultural Engineering University;1995-04
5 Cao Yunan Wang Tianmiao Chen Youdong Wei Hongxing(School of Mechanical Engineering and Automation,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Application of pre-interpolation S-shape acceleration/deceleration in CNC look-ahead interpolation algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2007-05
6 Ye Yunyue Lu Kaiyuan(Zhejiang University 310027 China);PID Control and Fuzzy Control in Linear Induction Motor[J];Transactions of China Electrotechnical Society;2001-03
7 Zhang Chunliang Chen Zichen Mei Deqing(Zhejiang University 310027 China);Linear Motor Direct Drive Technology and Its Applications in Machine Tools[J];Transactions of China Electrotechnical Society;2002-05
8 Lan Yipeng Guo Qingding Sun Yibiao(Shenyang University of Technology Shenyang 110023 China);Optimization Design of Speed H_∞ Controller for Permanent Magnet Linear Motor Servo System[J];Transactions of China Electrotechnical Society;2004-05
9 Yang Junyou Cui Jiefan He Guofeng (Shenyang University of Technology Shenyang 110023 China);Direct Thrust Control of PMLSM Using SVM and Sliding Mode Variable Structure[J];Transactions of China Electrotechnical Society;2007-06
10 Ren Jinqi Li Yaohua Wang Ke (Chinese Academy of Sciences Beijing 100080 China);Indirect Field Oriented Control of Linear Induction With End Effect Compensation[J];Transactions of China Electrotechnical Society;2007-12
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 LIU Chuan1,ZHU Fei-jia2,MA Wei2,CHEN Xing-lin1(1.School of Astronautics,Harbin Institute of Technology,Harbin 150001,China; 2.Ultra Precision Optical Instrument Engineering Research Institute,Harbin Institute of Technology,Harbin 150001,China);Research on linear active disturbance rejection control over linear motor[J];Electric Machines and Control;2013-01
2 Fan Mai-chao;Zeng Yue-nan;School of Automation,Guangdong University of Technology;;Modeling and Simulation of PMLSM Servo System Based on VisSim[J];Journal of Guangdong University of Technology;2013-03
3 WANG Wu(School of Electrical and Information Engineering,Xuchang University,Xuchang 461000,China);Simulation of sliding-mode control of wind energy conversion system of permanent magnet synchronous generator[J];Industry and Mine Automation;2013-08
4 YAN Jun1,ZHOU Zhixia2,WU Jianxin1(1.College of Mechanical Engineering,Inner Mongolia University of Technology,Hohhot 010051 2.College of Electrical Power,Inner Mongolia University of Technology,Hohhot 010051);Modeling and Simulation of Electromechanical Dynamics Model for Permanent Magnetic Synchronous Linear Motor[J];Journal of Inner Mongolia University of Technology(Natural Science Edition);2013-02
5 ZHANG Zi-you,ZHOU Da-peng(College of Physics and Electronic Engineering,Leshan Normal University,Leshan 614004,China);Control design for permanent magnet synchronous motors based on improved sliding mode variable structure control[J];China Measurement & Test;2013-04
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Xudong Wang Fuzhong(Jiaozuo Institute of Technology 454000 China) Wang Zhaoan(Xi'an Jiaotong University 710049 China) Jiao Liucheng Yuan Shiying(Jiaozuo Institute of Technology 454000 China);Static Performance Calculating of a Permanent Magnet Linear Synchronous Motor under Asymmetric Running[J];Transactions of China Electrotechnical Society;2001-02
2 Sun Yibiao Guo Qingding Shi Limei(Shenyang Polytechnic University);Thrust Observer-Based Sliding Mode Variable Structure Control for Linear AC Servo System[J];TRANSACTIONS OF CHINA ELECTROTECHNICAL SOCIETY;1998-02
3 Tian Hengan (Harbin Institute of Electrical Technology);A Calculating Method of Interim Process in Sudden Change of the Load for Synchronous Motor[J];Large Electric Machine and Hydraulic Turbine;1988-03
4 Wang Hongyu Sun Yutian(Harbin Institute of Large Electrical Machinery);The Analysis and Calculation of AsynchronousStarting Process of Synchronous Machines[J];Large Electric Machine and Hydraulic Turbine;1996-06
5 Zhao Jin Wan Shuyun Sun Xiaopeng Wang Lijiu;A Survey to Control Strategies of AC Servo Systems Based on Sliding Mode Control[J];Electric Drive;1996-01
6 TONG Shaocheng (Liaoning Institute of Technology,Jinzhou 121001) LI Qingguo CHAI Tianyou (Automation Research Center of Northeastern University,Shenyang 110006);ADAPTIVE OUTPUT TRACKING OF NONLINEAR SYSTEMS USING NEURAL NETWORKS[J];;2000-03
7 WANG Fu zhong, WANG Xu dong, JIAO Liu cheng, YUAN Shi ying, LI Hui(Dept of Electrical Engineering, Jiaozuo Institute of Technology, Jiaozuo 454000, China);Research on control strategy of electromagnetic force angle and the maximum of thrust of permanent magnet linear synchronous motor for vertical movement[J];Journal of China Coal Society;2001-03
8 LI Qinglei, WANG Xiankui, WU Dan, LIU Chengying, SHI Zhongdong (Department of Precision Instruments and Mechanology, Tsinghua University, Beijing 100084, China);Thrust fluctuation analysis and reduction of PMSLM[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);2000-05
9 XU Chunhui, XU Xiangdong Department of Thermal Engineering, Tsinghua University, Beijing 100084, China;Research of new learning method of feedforward neural network[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1999-03
10 GUO Hong,JIA Zheng-chun,ZHAN Qiong-hua,MA Zhi-yun (Huazhong University of Science and Technology,Wuhan 430074,China);Analysis of the Force of the Synchronous Linear Motor[J];Micromotors Servo Technique;2003-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved