대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1993년도 하계학술대회 논문집 A
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- Pages.238-240
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- 1993
신경회로망을 이용한 전기로의 온도제어
Temperature Control of Electric Furnace using Neural Network
- 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)
- 발행 : 1993.07.18
초록
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.
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