Xiangyu Zhang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Optimal Power Flow

Reinforcement Learning

Top Venues

IEEE Trans. Smart Grid

IEEE Control. Syst. Lett.

Publications

David Biagioni, Xiangyu Zhang, Christiane Adcock, Michael N. Sinner, Peter A. Graf, Jennifer King
Comparative analysis of grid-interactive building control algorithms: From model-based to learning-based approaches. Eng. Appl. Artif. Intell. 133 (2024)
Runing Yang, Ruoxi Jia, Xiangyu Zhang, Ming Jin
Certifiably Robust Neural ODE With Learning-Based Barrier Function. IEEE Control. Syst. Lett. 7 (2023)
Patrick Emami, Xiangyu Zhang, David Biagioni, Ahmed S. Zamzam
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning. CDC (2023)
Patrick Emami, Xiangyu Zhang, David Biagioni, Ahmed S. Zamzam
Non-Stationary Policy Learning for Multi-Timescale Multi-Agent Reinforcement Learning. CoRR (2023)
Xiangyu Zhang, Yue Chen, Andrey Bernstein, Rohit Chintala, Peter A. Graf, Xin Jin, David Biagioni
Two-Stage Reinforcement Learning Policy Search for Grid-Interactive Building Control. IEEE Trans. Smart Grid 13 (3) (2022)
David Biagioni, Xiangyu Zhang, Dylan Wald, Deepthi Vaidhynathan, Rohit Chintala, Jennifer King, Ahmed S. Zamzam
PowerGridworld: a framework for multi-agent reinforcement learning in power systems. e-Energy (2022)
Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Weijia Liu, Matthew Reynolds, Wesley B. Jones
Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration. CoRR (2022)
David Biagioni, Peter A. Graf, Xiangyu Zhang, Ahmed S. Zamzam, Kyri Baker, Jennifer King
Learning-Accelerated ADMM for Distributed DC Optimal Power Flow. IEEE Control. Syst. Lett. 6 (2022)
David Biagioni, Xiangyu Zhang, Christiane Adcock, Michael N. Sinner, Peter A. Graf, Jennifer King
From Model-Based to Model-Free: Learning Building Control for Demand Response. CoRR (2022)
David Biagioni, Peter A. Graf, Xiangyu Zhang, Ahmed S. Zamzam, Kyri Baker, Jennifer King
Learning-Accelerated ADMM for Distributed DC Optimal Power Flow. ACC (2021)
David Biagioni, Xiangyu Zhang, Dylan Wald, Deepthi Vaidhynathan, Rohit Chintala, Jennifer King, Ahmed S. Zamzam
PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems. CoRR (2021)
David J. Biagioni, Xiangyu Zhang, Peter A. Graf, Devon Sigler, Wesley B. Jones
A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters. CoRR (2021)
Xiangyu Zhang, Dave Biagioni, Mengmeng Cai, Peter A. Graf, Saifur Rahman
An Edge-Cloud Integrated Solution for Buildings Demand Response Using Reinforcement Learning. IEEE Trans. Smart Grid 12 (1) (2021)
Xiangyu Zhang, Rohit Chintala, Andrey Bernstein, Peter A. Graf, Xin Jin
Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search. ACC (2021)
Yi Hou, Xiangyu Zhang, Peter A. Graf, Charles Tripp, David Biagioni
A Cyber-Physical System for Freeway Ramp Meter Signal Control Using Deep Reinforcement Learning in a Connected Environment. ITSC (2021)
Xiangyu Zhang, Manisa Pipattanasomporn, Tao Chen, Saifur Rahman
An IoT-Based Thermal Model Learning Framework for Smart Buildings. IEEE Internet Things J. 7 (1) (2020)
Hanchen Xu, Yuzhang Lin, Xiangyu Zhang, Fei Wang
Power System Parameter Attack for Financial Profits in Electricity Markets. IEEE Trans. Smart Grid 11 (4) (2020)
Xiangyu Zhang, Rohit Chintala, Andrey Bernstein, Peter A. Graf, Xin Jin
Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search. CoRR (2020)
Xiangyu Zhang, Dave Biagioni, Peter A. Graf, Jennifer King
Cooperative Load Scheduling for Multiple Aggregators Using Hierarchical ADMM. ISGT (2020)
Hanchen Xu, Xiao Li, Xiangyu Zhang, Junbo Zhang
Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning. CoRR (2019)
Dave Biagioni, Peter A. Graf, Xiangyu Zhang, Jennifer King
Learning-Accelerated ADMM for Distributed Optimal Power Flow. CoRR (2019)
Xiangyu Zhang, Mengmeng Cai, Manisa Pipattanasomporn, Saifur Rahman
A Power Disaggregation Approach to Identify Power-Temperature Models of HVAC Units. ISC2 (2018)
Rajendra Adhikari, Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
A data-driven approach for quantifying energy savings in a smart building. ISGT (2017)
Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley
Conceptual framework for a multi-building peak load management system. ISGT Europe (2016)
Xiangyu Zhang, Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Deploying IoT devices to make buildings smart: Performance evaluation and deployment experience. WF-IoT (2016)