Different-resolution solar radiation prediction with accompanying microclimate data and long-term monitoring experiment by LSTM, RF, and SVR: a case of campus area-Reference-Cited by-同舟云学术

Different-resolution solar radiation prediction with accompanying microclimate data and long-term monitoring experiment by LSTM, RF, and SVR: a case of campus area

Published:2023-11-05 Issue: Volume: Page:1-22
ISSN:1346-7581
Container-title:Journal of Asian Architecture and Building Engineering
language:en
Short-container-title:Journal of Asian Architecture and Building Engineering

Author:

Wang Haining¹,Lin Qi²,Wei Hailu¹,Du Jian¹,Wang Wei¹,Luo Zhixing³

Affiliation:

1. School of Architecture, Southeast University, Nanjing, Jiangsu, China

2. Tandon School of Engineering, New York University, Brooklyn, NY, USA

3. College of Architecture, Xi ‘an University of Architecture and Technology, Xi’an, Shanxi, China

Funder

National Natural Science Foundation of China

SRTP project of Southeast University

the first batch of University-Industry Collaborative Education Program of the Ministry of Education

Publisher

Informa UK Limited

Subject

Arts and Humanities (miscellaneous),Building and Construction,Cultural Studies,Architecture,Civil and Structural Engineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/13467581.2023.2278453

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4. Assessment of predicting hourly global solar radiation in Jordan based on Rules, Trees, Meta, Lazy and Function prediction methods

5. Time Series ARIMA Model for Prediction of Daily and Monthly Average Global Solar Radiation: The Case Study of Seoul, South Korea