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Development of room temperature prediction gray-box model using RC-Network analogy and least square boost.

Authors :
Friansa, Koko
Pradipta, Justin
Natawidjaja, Reyza Arif Mahendra
Sya'bannisa, Larasati Rahma
Soelami, F. X. Nugroho
Leksono, Edi
Source :
AIP Conference Proceedings. 2023, Vol. 2580 Issue 1, p1-9. 9p.
Publication Year :
2023

Abstract

In this paper, a room temperature prediction model was developed using a gray-box approach. Room temperature prediction is an important part in building automation for building energy conservation and efficiency. The gray-box or hybrid model is an approach which combines white-box and black-box modeled components. The white box model in this research was a physics-based model built using electric [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2580
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
164041951
Full Text :
https://doi.org/10.1063/5.0122791