Preprints
Xin Chen, Hungpo Chao, Wenbo Shi, Na Li, “Towards Carbon-Free Electricity: A Comprehensive Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization”, arXiv:2308.03268, 2023.
Xin Chen, Andy Sun, Wenbo Shi, Na Li, “Carbon-Aware Optimal Power Flow”, arXiv:2308.03240, 2023.
Xin Chen, Jorge I. Poveda, Na Li, “Continuous-Time Zeroth-Order Dynamics with Projection Maps: Model-Free Feedback Optimization with Safety Guarantees”, arXiv:2303.06858, 2023.
Xin Chen, Jorge I. Poveda, Na Li, “Model-Free Feedback Constrained Optimization Via Projected Primal-Dual Zeroth-Order Dynamics”, arXiv:2206.11123, 2022.
Journal Papers
[10] Xin Chen, Guannan Qu, Yujie Tang, Steven Low, Na Li, “Reinforcement Learning for Decision-Making and Control in Power Systems: Tutorial, Review, and Vision”, IEEE Transactions on Smart Grid, vol. 13, no. 4, pp. 2935-2958, July 2022.
[9] Xin Chen, Yingying Li, Jun Shimada, and Na Li, “Online Learning and Distributed Control for Residential Demand Response”, IEEE Transactions on Smart Grid, vol. 12, no. 6, pp. 4843-4853, Nov. 2021.
[8] Xin Chen, and Na Li, “Leveraging Two-Stage Adaptive Robust Optimization for Power Flexibility Aggregation”, IEEE Transactions on Smart Grid, vol. 12, no. 5, pp. 3954-3965, Sept. 2021.
[7] Xin Chen, Changhong Zhao, and Na Li, “Distributed Automatic Load-frequency Control with Optimality in Power Systems,” IEEE Transactions on Control of Network Systems, vol. 8, no. 1, pp. 307-318, March 2021.
[6] Xin Chen, Yutong Nie, and Na Li, “Online Residential Demand Response via Contextual Multi-Armed Bandits,” IEEE Control Systems Letters, vol. 5, no. 2, pp. 433-438, April 2021.
[5] Xin Chen, Emiliano Dall’Anese, Changhong Zhao and Na Li, “Aggregate Power Flexibility in Unbalanced Distribution Systems,” IEEE Transactions on Smart Grid, vol. 11, no. 1, pp. 258-269, Jan. 2020.
[4] Chenhui Lin, Wenchuan Wu, Xin Chen and Weiye Zheng, “Decentralized Dynamic Economic Dispatch for Integrated Transmission and Active Distribution Networks Using Multi-parametric Programming,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 4983-4993, Sept. 2018.
[3] Xin Chen, Wenchuan Wu and Boming Zhang, “Robust Capacity Assessment of Distributed Generation in Unbalanced Distribution Networks Incorporating ANM Techniques,” IEEE Transactions on Sustainable Energy, vol. 9, no. 2, pp. 651-663, April 2018.
[2] Xin Chen, Wenchuan Wu, Boming Zhang and Chenhui Lin, “Data-driven DG Capacity Assessment Method for Active Distribution Networks,” IEEE Transactions on Power Systems, vol. 32, no. 5, pp. 3946-3957, Sept. 2017.
[1] Xin Chen, Wenchuan Wu and Boming Zhang, “Robust Restoration Method for Active Distribution Networks,” IEEE Transactions on Power Systems, vol. 31, no. 5, pp. 4005-4015, Sept. 2016.
Machine Learning Conference Publications
[2] Xin Chen, Yujie Tang, Na Li, “Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters”, 39th International Conference on Machine Learning (ICML), Baltimore, MD, USA, 2022.
[1] Yingying Li, Xin Chen, Na Li, “Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis,” Conference on Neural Information Processing Systems (NeurIPS), 2019.
Control & Power Conference Publications
[5] Xin Chen, Jorge I. Poveda, Na Li, “Safe Model-Free Optimal Voltage Control via Continuous-Time Zeroth-Order Methods”, 60th IEEE Conference on Decision and Control (CDC), Austin, Texas, USA, 2021. (Outstanding Student Paper Award) [Full Version]
[4] Xin Chen, Yutong Nie, and Na Li, “Online Residential Demand Response via Contextual Multi-Armed Bandits,” 59th IEEE Conference on Decision and Control (CDC), Jeju Island, Korea, 2020.
[3] Xin Chen, and Na Li, “Exponential Stability of Primal-Dual Gradient Dynamics with Non-Strong Convexity,” 2020 American Control Conference (ACC), Denver, USA, pp. 1612-1618, 2020.
[2] Xin Chen, Changhong Zhao and Na Li, “Distributed Automatic Load-frequency Control with Optimality in Power Systems,” 2018 IEEE Conference on Control Technology and Applications (CCTA), Copenhagen, pp. 24-31, 2018. (One of Two Best Student Paper Award Finalists)
[1] Xin Chen, Wenchuan Wu, and Boming Zhang, “A Robust Approach for Active Distribution Network Restoration Based on Scenario Techniques Considering Load and DG Uncertainties,” IEEE Power and Energy Society General Meeting (PESGM), Boston, MA, USA, 2016. (Best Conference Paper Award)
Chapter in Book
[1] Xin Chen and Wenchuan Wu, “Network Reconfiguration and Restoration Control for Active Distribution Networks,” chapter in Active Distribution Networks Analysis, Operation and Control (in Chinese), Science Press, China, Sept. 2016.