개인구독
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지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2014.11
- 수록면
- 51 - 57 (7page)
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초록· 키워드
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This paper presents an algorithmic type computing technique of process coefficient in predicting model of temperature for reheating furnace and also suggests a design method of neural network model to find an adequate value of process coefficient for arbitrary operating conditions including test conditons. The proposed neural network use furnace temperature, line speed and slab information as input variables, and process coefficient is output variable. Reasonable process coefficients can be obtained by an algorithmic procedure proposed in this paper using process data gathered at test conditons. Also, neural network model output equal process coefficient under same input conditions. This means that adquate process coefficients can be found by only computing neural network model without additive test even if operating conditions vary.
목차
Abstract
1. 서론
2. 가열로의 구성, 판온 예측모델 및 문제점
3. 신경망 모델을 이용한 공정상수 예측 모델
4. 모의실험과 결과
5. 결론
References
참고문헌 (8)
참고문헌 신청
1. [학술지(정기간행물)] - J. Harish / 2005 / Heat transfer analysis of pusher type reheat furnace / Ironmaking and Steelmaking 32 (2) : 151 ~ 158
2. [학술지(정기간행물)] - M. Safari / 2008 / Simulation of temperature distribution in a continuous tunnel reheat furnace using the monte carlo method / International Journal of ISSI 5 (1) : 1 ~ 7
3. [학술지(정기간행물)] - Fuyong Su / 2013 / Temperature setting method for regenerative rotary reheating furnace / Journal of Information & Computational Science 10 (10) : 3143 ~ 3151
4. [학술지(정기간행물)] - Pongam T / 2012 / Manufacturing process identification for reheating furnace walking hearth type using genetic algorithm / International Journal of Modeling and Optimization 2 (2) : 114 ~ 118
5. [단행본] - Yunus A / 2002 / Heat Transfer: A Practical Approach / Mcgraw-Hill
2. [학술지(정기간행물)] - M. Safari / 2008 / Simulation of temperature distribution in a continuous tunnel reheat furnace using the monte carlo method / International Journal of ISSI 5 (1) : 1 ~ 7
3. [학술지(정기간행물)] - Fuyong Su / 2013 / Temperature setting method for regenerative rotary reheating furnace / Journal of Information & Computational Science 10 (10) : 3143 ~ 3151
4. [학술지(정기간행물)] - Pongam T / 2012 / Manufacturing process identification for reheating furnace walking hearth type using genetic algorithm / International Journal of Modeling and Optimization 2 (2) : 114 ~ 118
5. [단행본] - Yunus A / 2002 / Heat Transfer: A Practical Approach / Mcgraw-Hill
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