A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation-Reference-Cited by-同舟云学术

A Novel Graph Neural Network for Zone-Level Urban-Scale Building Energy Use Estimation

Published:2023-11-15 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
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Author:

Halaçlı Eren Gökberk¹^ORCID,Canlı İlkim²^ORCID,İşeri Orçun Koral³^ORCID,Yavuz Feyza⁴^ORCID,Akgül Çağla Meral⁵^ORCID,Kalkan Sinan⁴^ORCID,Dino Ipek Gürsel³^ORCID

Affiliation:

1. Department of Computer Engineering, METU, Turkey and ODTÜ-GÜNAM, Turkey

2. Department of Architecture, METU, Turkey and ODTÜ-GÜNAM, Turkey

3. Department of Architecture, METU, Turkey

4. Department of Computer Engineering, METU, Turkey

5. Department of Civil Engineering, METU, Turkey

Funder

TÜBITAK

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3600100.3623747

Reference37 articles.

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2. 2013 . ASHRAE Standard 90 . 1 - 2013 , Energy Standard for Buildings Except Low-Rise Residential Buildings (SI Edition). Online. www.techstreet.com 2013. ASHRAE Standard 90.1-2013, Energy Standard for Buildings Except Low-Rise Residential Buildings (SI Edition). Online. www.techstreet.com

3. 2021. Türkiye Family Structure Survey. Ankara. https://data.tuik.gov.tr/Bulten/Index?p=Turkiye-Family-Structure-Survey-2021-45813&dil=2 2021. Türkiye Family Structure Survey. Ankara. https://data.tuik.gov.tr/Bulten/Index?p=Turkiye-Family-Structure-Survey-2021-45813&dil=2

4. A review of data-driven building energy consumption prediction studies

5. Jimmy Lei Ba , Jamie Ryan Kiros , and Geoffrey E. Hinton . 2016. Layer Normalization . ( 2016 ). arxiv:1607.06450 [stat.ML] Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. (2016). arxiv:1607.06450 [stat.ML]