TY - JOUR
T1 - Systematic evaluation of mathematical methods and numerical schemes for modeling PCM-enhanced building enclosure
AU - Al-Saadi, Saleh Nasser
AU - Zhai, Zhiqiang
N1 - Funding Information:
This research is part of an ongoing research at University of Colorado Boulder funded by National Science Foundation ( EFRI-1038305 ). The first author would like to thank Sultan Qaboos University for its continuous encouragement and support of research activities.
Publisher Copyright:
© 2015 Elsevier B.V.
PY - 2015/4/1
Y1 - 2015/4/1
N2 - Latent heat storage using phase change material (PCM) has become one of the most viable solutions to mediate the climatic deficiency of light weight structures. Instead of expensive field tests, computational modeling can be utilized to evaluate its technical and economic feasibility. This study presents the calculation procedure for eight potential numerical models/schemes implemented in MATLAB/SIMULINK environment. A linearized enthalpy method with hybrid correction scheme is proposed as an improvement to the existing numerical schemes. The models have been validated and further verified against a well-known building simulation program "EnergyPlus". The models have been analyzed for their computational efficiency and prediction accuracy. Some models are found sensitive to PCM's melting range, for example heat capacity method, but less sensitive to the latent heat. For all models, the time step should be small for accurate results. The iterative and the hybrid correction schemes are found computationally efficient and less sensitive to variations of PCM properties. In addition, a maximum time step of 15 min can be used without significant numerical error or changes in computational time. Hence, these two schemes can potentially be implemented into whole building simulation tools for modeling PCMs instead of existing slow and unstable numerical algorithms.
AB - Latent heat storage using phase change material (PCM) has become one of the most viable solutions to mediate the climatic deficiency of light weight structures. Instead of expensive field tests, computational modeling can be utilized to evaluate its technical and economic feasibility. This study presents the calculation procedure for eight potential numerical models/schemes implemented in MATLAB/SIMULINK environment. A linearized enthalpy method with hybrid correction scheme is proposed as an improvement to the existing numerical schemes. The models have been validated and further verified against a well-known building simulation program "EnergyPlus". The models have been analyzed for their computational efficiency and prediction accuracy. Some models are found sensitive to PCM's melting range, for example heat capacity method, but less sensitive to the latent heat. For all models, the time step should be small for accurate results. The iterative and the hybrid correction schemes are found computationally efficient and less sensitive to variations of PCM properties. In addition, a maximum time step of 15 min can be used without significant numerical error or changes in computational time. Hence, these two schemes can potentially be implemented into whole building simulation tools for modeling PCMs instead of existing slow and unstable numerical algorithms.
KW - Building enclosure
KW - MATLAB/SIMULINK
KW - Mathematical methods
KW - Numerical schemes
KW - PCM modeling
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U2 - 10.1016/j.enbuild.2015.01.044
DO - 10.1016/j.enbuild.2015.01.044
M3 - Article
AN - SCOPUS:84923575536
SN - 0378-7788
VL - 92
SP - 374
EP - 388
JO - Energy and Buildings
JF - Energy and Buildings
ER -