Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1996.11a
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- Pages.62-64
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- 1996
A Study on Development of Multi-step Neural Network Predictive Controller
다단 신경회로망 예측제어기 개발에 관한 연구
- Bae, Geun-Shin (Dept. of Electrical Eng. Dong-A University) ;
- Kim, Jin-Su (Dept. of Electrical Eng. Dong-A University) ;
- Lee, Young-Jin (Dept. of Electrical Eng. Dong-A University) ;
- Lee, Kwon-Soon (Dept. of Electrical Eng. Dong-A University)
- Published : 1996.11.16
Abstract
Neural network as a controller of a nonlinear system and a system identifier has been studied during the past few years. A well trained neural network identifier can be used as a system predictor. We proposed the method to design multi-step ahead predictor and multi-step predictive controller using neural network. We used the input and out put data of B system to train the NNP and used the forecasted approximat system output from NNP as B input of NNC. In this paper we used two-step ahead predictive controller to test B heating controll system and compared with PI controller.
Keywords