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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.8 No.5
- 발행연도
- 2013.9
- 수록면
- 975 - 983 (9page)
이용수
초록· 키워드
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This study proposes a low order dynamic model of a building system in order to predict thermal behavior within a building and its energy consumption. The building system includes a thermally well-insulated room and an electric heater. It is modeled by a second order lumped RC thermal network based on the thermal-electrical analogy. In order to identify unknown parameters of the model, an experimental procedure is firstly detailed. Then, the different linear parametric models (ARMA, ARX, ARMAX, BJ, and OE models) are recalled. The parameters of the parametric models are obtained by the least square approach. The obtained parameters are interpreted to the parameters of the physically based model in accordance with their relationship. Afterwards, the obtained models are implemented in Matlab/Simulink® and are evaluated by the mean of the sum of absolute error (MAE) and the mean of the sum of square error (MSE) with the variable of indoor temperature of the room. Quantities of electrical energy and converted thermal energy are also compared. This study will permit a further study on Model Predictive Control adapting to the proposed model in order to reduce energy consumption of the building.
목차
Abstract
1. Introduction
2. Thermal Modeling of a Building System
3. Parameter Identification
4. Case Study
5. Conclusion
References
참고문헌 (16)
참고문헌 신청
1. [보고서] - World Business Council for Sustainable Development / 2009 / Transforming the Market: Energy Efficiency in Buildings
2. [보고서] - European Commission / 2010 / Multi-Annual Roadmap and Longer Term Strategy
3. [학술대회논문] - 박혜리 / 2011 / Thermal parameter identification of simplified building model with electric appliance / Electrical Power Quality and Utilisation (EPQU), 2011 11th International Conference on IEEE
4. [학술지(정기간행물)] - J.A. Candanedoa / 2011 / Predictive control of radiant floor heating and solar-source heat pump operation in a solar house / HVAC&R Research 17 : 235 ~ 256
5. [학위논문] - I. Hazyuk / 2010 / Dynamical optimisation of renewable energy flux in buildings / 박사 / INSA de Lyon
2. [보고서] - European Commission / 2010 / Multi-Annual Roadmap and Longer Term Strategy
3. [학술대회논문] - 박혜리 / 2011 / Thermal parameter identification of simplified building model with electric appliance / Electrical Power Quality and Utilisation (EPQU), 2011 11th International Conference on IEEE
4. [학술지(정기간행물)] - J.A. Candanedoa / 2011 / Predictive control of radiant floor heating and solar-source heat pump operation in a solar house / HVAC&R Research 17 : 235 ~ 256
5. [학위논문] - I. Hazyuk / 2010 / Dynamical optimisation of renewable energy flux in buildings / 박사 / INSA de Lyon
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