Test problems for metamodeling comparison: 5 building performance metrics and 8 theoretical problems
Published: 13 October 2017| Version 3 | DOI: 10.17632/7twjr7g7tv.3
Contributors:
Torben Østergård, , Description
Each dataset consists of 10.000 set of input and output values. Five dataset has been constructed using building performance simulations. Four of these relate to a generic, single-zoned office which have been modelled with the building simulation software BSim (developed by the Danish Building Research Institute). One dataset describes the variability of an educational institution during an early design stage. For this set, we have used the normative software Be15, which is based on ISO 13790. Be15 has also been developed by the Danish Building Research Institute. Eight dataset are based on theoretical problems for which 10.000 calculations have been made with Matlab.
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Institutions
Aalborg Universitet
Categories
Supervised Learning, Metamodeling, Optimization Problem, Building Design, Regression Model