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《Ordnance Industry Automation》 2011-01
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Application of BP Neural Network in Double Servo Synchronous Motor System

Guo Li,Shi Hangfei,Chen Zhijin,Yang Kai,Li Yong(Dept.of CNC Engineering,No.58 Research Institute of China Ordnance Industries,Mianyang 621000,China)  
In the double servo synchronous motor system,the current speed often surpasses or lags the given speed,however the traditional PID algorithm can't solve this problem.Therefore,introduce a new PID regulator which combines the traditional PID with BP neural network's PID algorithm,it can control the movement of two servo motors.The traditional PID is used for controlling the two axles during normal operation.However,BP neural network PID algorithm is used to modify the parameters of the position regulator and parameters of the speed regulator in the process of debugging.Through this method,we can achieve the axis B track the speed and orbit of the axis A accurately.
【CateGory Index】: TM921.541
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【Citations】
Chinese Journal Full-text Database 2 Hits
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【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 ZHANG Dong-liang 1, AI Xing 2, ZHANG Cheng-rui 2, XU Chuan-jun 1 (1 Dept. of Automation, Shandong University, Jinan 250061, China; 2 Dept. of Automation, Shandong University, Jinan 250061, China);The Applications of Artificial Neural Networks in Motion Control[J];Ordnace Industry Automation;2001-01
2 GE Bao_ming1,WANG Xiang_heng1,SU Peng_sheng1,JIANG Jing_ping2 (1.Department of Electrical Engineering,Tsinghua University,Beijing 100084,China;2.College of Electrical Engineering ,Zhejiang University,Hangzhou 310027,China);Overviews of control strategies for AC drive system[J];Electrical Drive Automation;2001-04
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4 CHEN Ran,XI Wen-ping;Application of the Hybrid Fuzzy Control of the Sintering Shaft Furnace[J];Journal of Anhui Vocational College of Metallurgy and Technology;2008-03
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6 WANG Yong-xiu1,MEI Zhi-qian1,XIONG Tian-zhong2,SANG Yuan-jun1 (1.Hohai University,Changzhou 213022,China;2.Sanjiang University,Nanjing 210012,China);The Robustness Design of AC Servo System[J];Small & Special Electrical Machines;2007-02
7 WU Guo-qiu~1,ZHANG Ling-yan~2,YANG Jun-wei~3(1.Harbin Power Equipment Company Limited;2.Nanjing University of Technology; 3.Heilongjiang Vocational College of Industrial and Commercial Technology);The application of fuzzy control technology to pulsant vacuum germ-killing system[J];Applied Energy Technology;2006-10
8 JIANG Wenping WANG Xiaoyuan;Adapted-fuzzy position servo control system used in numerically controlled machine tool[J];Modular Machine Tool & Automatic Manufacturing Technique;2004-07
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