Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1993.07a
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- Pages.241-243
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- 1993
Position Control of DC Servo Motor Using Neural Network Controller
신경 회로망 제어기를 이용한 직류 서보 전동기의 위치제어
- Lee, Joon-Tark (Dept. of Electrical Engineering Dong-A University) ;
- Lee, Kwon-Soon (Dept. of Electrical Engineering Dong-A University) ;
- Lee, Sang-Seuk (Dept. of Electrical Engineering Dong-A University) ;
- Park, Cheul-Young (Dept. of Electrical Engineering Dong-A University)
- Published : 1993.07.18
Abstract
In this paper, a class of neural-network controllers with two inputs of error and error change, is applied to the position control of D.C. servo system. The proposed controller is learned by error back-propagating error information to compensate the weighting value using its previous derivatives and to decrease exponentially a series of self learning coefficients. Through the simulations and implementations, the effectiveness and superiority to the conventional fuzzy controller is proved.
Keywords