Author Page for XU Hengyi

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

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Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 11 Posted: 17 Feb 2026

Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Defan Feng, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song

Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Southern University of Science and Technology, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology

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Abstract:

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 13 Posted: 18 Mar 2026

Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Panxi Chen, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song

Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Tsinghua University - Tsinghua Shenzhen International Graduate School, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology

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Abstract:

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Safety-Aware Meta-Reinforcement Learning for Large-Scale Hydrogen Injection Control in Hydrogen-Blended Natural Gas Pipeline Networks

Number of pages: 21 Posted: 02 Jun 2026

Panxi Chen, Ge Song, Nianru Chen, XU Hengyi, Hongbin Xie, Defan Feng, Liyu Zhang and Haoran Zhang

Tsinghua University - Tsinghua Shenzhen International Graduate School, Southern University of Science and Technology, South China University of Technology, The Chinese University of Hong Kong, affiliation not provided to SSRN, Southern University of Science and Technology, Peking University and Peking University

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XU Hengyi

The Chinese University of Hong Kong

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Scholarly Papers (2)

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Abstract:

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Abstract:

Safety-Aware Meta-Reinforcement Learning for Large-Scale Hydrogen Injection Control in Hydrogen-Blended Natural Gas Pipeline Networks

Abstract: