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Solar radiation prediction with weather scenarios for flexible decision-making in building energy systems

You Li Yafei Wang Seiichi Ogata Wanxiang Yao Weisheng Zhou

建筑模拟（英文版）2026，Vol.19Issue(1)：53-70,18.

建筑模拟（英文版）2026，Vol.19Issue(1)：53-70,18.DOI:10.1007/s12273-025-1358-z

Solar radiation prediction with weather scenarios for flexible decision-making in building energy systems

You Li ¹Yafei Wang ²Seiichi Ogata ³Wanxiang Yao ⁴Weisheng Zhou⁵

作者信息

1. Graduate School of Energy Science,Kyoto University,Yoshida-Honmachi,Sakyo-Ku,Kyoto,606-8501,Japan||Asia-Japan Research Institute,Ritsumeikan University,Osaka,567-8570,Japan
2. School of Civil Engineering and Architecture,Zhejiang University of Science&Technology,Hangzhou 310023,China||Zhejiang-Singapore Joint Laboratory for Urban Renewal and Future City,Hangzhou 310023,China
3. Graduate School of Energy Science,Kyoto University,Yoshida-Honmachi,Sakyo-Ku,Kyoto,606-8501,Japan
4. Innovation Institute for Sustainable Maritime Architecture Research and Technology,Qingdao University of Technology,Qingdao 266033,China
5. College of Policy Science,Ritsumeikan University,Ibaraki 567-8570,Japan
折叠

摘要

关键词

hourly solar radiation prediction/weather solar radiation scenarios generation/weather uncertainty/hybrid deep learning model

Key words

hourly solar radiation prediction/weather solar radiation scenarios generation/weather uncertainty/hybrid deep learning model

引用本文复制引用

You Li,Yafei Wang,Seiichi Ogata,Wanxiang Yao,Weisheng Zhou..Solar radiation prediction with weather scenarios for flexible decision-making in building energy systems[J].建筑模拟（英文版）,2026,19(1):53-70,18.

基金项目

This work was supported by the Japan Society for the Promotion of Science(JSPS)under Grant number P25418 and 25KF0233.The authors would also like to acknowledge the collection and collation of weather data by the Japan Meteorological Agency(https://www.jma.go.jp/jma/index.html). （JSPS）

建筑模拟（英文版）

ISSN：1996-3599

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