| 논문명 | 시스템 운전 계획을 위한 학습기반 건물 부하 예측 모델 개발/Building load prediction model using a learning approach for system operating planing |
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| 저자명 | 전병기(Jeon, Byung?Ki) ; 김의종(Kim, Eui-Jong) |
| 발행사 | 한국건축친환경설비학회 |
| 수록사항 | 추계학술발표대회 , 2018 |
| 페이지 | 시작페이지(49) 총페이지(2) |
| 주제분류 | 환경및설비 |
| 주제어 | 건물 에너지 모델 ; 에너지플러스 ; RC 모델 Building energy model ; EnergyPlus ; RC model |
| 요약2 | The purpose of this work is to propose a learning-based RC(Resistance-Capacitance) model for describing variation in indoor temperatures of a reference model. As this RC model is set in a simplified manner, a learning algorithm is applied to determine optimal parameters. In this work, we propose a 7R5C model. Results show that the 7R5C model has similar patterns compared to the reference EnergyPlus model. The proposed model is expected to be used as a component model for predictive control for its applicability and accuracy. |
| 소장처 | 한국건축친환경설비학회 |