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Journal Articles

Strategic management of solar generation for solar electric vehicle charging in microgrids using deep reinforcement learning

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Yaohua Liao, Xin Jin, Zhiming Gu, Bo Li, Tingzhe Pan
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 17, 033501 (2025)
https://doi.org/10.1063/5.0258637
Published: May 2025
View articletitled, Strategic management of solar generation for solar electric vehicle charging in microgrids using deep reinforcement learning
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Journal Articles

Deep reinforcement learning framework for adaptive power control in grid-forming inverters: A multi-objective optimization approach

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Mrinal Kanti Rajak, Rajen Pudur
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 17, 026301 (2025)
https://doi.org/10.1063/5.0249385
Published: April 2025
View articletitled, Deep reinforcement learning framework for adaptive power control in grid-forming inverters: A multi-objective optimization approach
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Journal Articles

Forecasting and managing urban EV charging demand with spatiotemporal graph models

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Zeli Xi, Guowei Guo, Xinsen Yang, Jian Sun, Xuntao Shi, Xiaobing Xiao
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 17, 015502 (2025)
https://doi.org/10.1063/5.0244546
Published: January 2025
View articletitled, Forecasting and managing urban EV charging demand with spatiotemporal graph models
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Journal Articles

Bi-level real-time pricing model in multitype electricity users for welfare equilibrium: A reinforcement learning approach

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Haixiao Song, Zhongqing Wang, Yan Gao
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 17, 015501 (2025)
https://doi.org/10.1063/5.0242836
Published: January 2025
View articletitled, Bi-level real-time pricing model in multitype electricity users for welfare equilibrium: A reinforcement learning approach
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Journal Articles

Entropy-driven deep reinforcement learning for HVAC system optimization

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Chen Zhang, Zhi Tan
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 17, 015101 (2025)
https://doi.org/10.1063/5.0238799
Published: January 2025
View articletitled, Entropy-driven deep reinforcement learning for HVAC system optimization
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Journal Articles

Peer-to-peer energy trading in a community based on deep reinforcement learning

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Yiqun Wang, Qingyu Yang, Donghe Li
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 065501 (2023)
https://doi.org/10.1063/5.0172713
Published: December 2023
View articletitled, Peer-to-peer energy trading in a community based on deep reinforcement learning
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