Load forecasting of district heating system based on Informer
Gong, Mingju, Zhao, Yin, Sun, Jiawang, Han, Cuitian, Sun, Guannan, Yan, Bo
Published in Energy (Oxford) (15.08.2022)
Published in Energy (Oxford) (15.08.2022)
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Journal Article
A new hybrid optimization prediction strategy based on SH-Informer for district heating system
Zhao, Yin, Gong, Mingju, Sun, Jiawang, Han, Cuitian, Jing, Lei, Li, Bo, Zhao, Zhixuan
Published in Energy (Oxford) (01.11.2023)
Published in Energy (Oxford) (01.11.2023)
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Journal Article
Intelligent control of district heating system based on RDPG
Gong, Mingju, Liu, Yan, Sun, Jiawang, Xu, Wei, Li, Wenxiang, Yan, Changcheng, Fu, Wencheng
Published in Engineering applications of artificial intelligence (01.03.2024)
Published in Engineering applications of artificial intelligence (01.03.2024)
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Journal Article
A hybrid deep reinforcement learning ensemble optimization model for heat load energy-saving prediction
Sun, Jiawang, Gong, Mingju, Zhao, Yin, Han, Cuitian, Jing, Lei, Yang, Peng
Published in Journal of Building Engineering (15.10.2022)
Published in Journal of Building Engineering (15.10.2022)
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Journal Article
A hybrid energy-saving prediction model based on SSA-DNN for district heating system
Gong, Mingju, Sun, Jiawang, Zhao, Yin, Han, Cuitian, Yan, Bo, Sun, Guannan
Published in Advances in building energy research (02.01.2023)
Published in Advances in building energy research (02.01.2023)
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Journal Article