| Abstract |
To address the pressing issue of urbanization and its significant energy consumption, the development of urban building energy modeling (UBEM) is an ongoing mission. This research explores the integration of machine learning (ML) models into UBEM. Through a comprehensive analysis of various deep learning approaches, this work aims to enhance our understanding of UBEM and pave the way for more in-depth ML-UBEM studies. |
| Authors |
Ting-Yu Dai  , Aysegul Demir Dilsiz  , Dev Niyogi , Zoltán Nagy
|
| Journal Info |
Not listed | BuildSys '23
|
| Publication Date |
11/15/2023 |
| ISSN |
Not listed |
Type |
article |
| Open Access |
bronze
|
| DOI |
https://doi.org/10.1145/3600100.3626277 |
| Keywords |
Energy Simulation (Score: 0.515088)
|
