Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1993.07a
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- Pages.238-240
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- 1993
Temperature Control of Electric Furnace using Neural Network
신경회로망을 이용한 전기로의 온도제어
- Ryoo, Jae-Sang (Dept. of Electrical Eng. Pusan Nation University) ;
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Choi, Young-Kiu
(Dept. of Electrical Eng. Pusan Nation University) ;
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Park, June-Ho
(Dept. of Electrical Eng. Pusan Nation University)
- Published : 1993.07.18
Abstract
In this paper, back-propagation neural network is used to implement a controller for electric furnace. Although the dynamics of furnace is nonlinear and time-delayed and depends on the environment, the time constant is relatively large so that manual control based on human expert can have good performance. The input-output data of the manual controller are collooted and used as training data for neurocontroller. From simulation. we find that the neurocontroller has better performances than the conventional controller.
Keywords