Feng Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 68

Top Topics

Policy Iteration

Distribution Systems

Top Venues

IEEE Trans. Smart Grid

Publications

Yifan Su, Shiyong Wu, Zhaojian Wang, Zhiyuan Bao, Feng Liu
Hierarchically Distributed Energy Management in Distribution Systems: An Error-Tolerant and Asynchronous Approach. IEEE Trans. Smart Grid 15 (3) (2024)
Peng Yang, Feng Liu, Tao Liu, David J. Hill
Augmented Synchronization of Power Systems. IEEE Trans. Autom. Control. 69 (6) (2024)
Zhaojian Wang, Wei Wei, John Z. F. Pang, Feng Liu, Bo Yang, Xinping Guan, Shengwei Mei
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects. IEEE CAA J. Autom. Sinica 10 (4) (2023)
Yifan Su, Zhaojian Wang, Ming Cao, Mengshuo Jia, Feng Liu
Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness. IEEE Trans. Autom. Control. 68 (8) (2023)
Peng Yang, Feng Liu, Wei Wei, Zhaojian Wang
Approaching the Transient Stability Boundary of a Power System: Theory and Applications. IEEE Trans Autom. Sci. Eng. 20 (4) (2023)
Yifan Su, Feng Liu, Zhaojian Wang, Yunfan Zhang, Boda Li, Yue Chen
Multi-Stage Robust Dispatch Considering Demand Response Under Decision-Dependent Uncertainty. IEEE Trans. Smart Grid 14 (4) (2023)
Yunfan Zhang, Feng Liu, Zhaojian Wang, Yue Chen, Shuanglei Feng, Qiuwei Wu, Yunhe Hou
On Nash-Stackelberg-Nash games under decision-dependent uncertainties: Model and equilibrium. Autom. 142 (2022)
Yunfan Zhang, Feng Liu, Yifan Su, Yue Chen, Zhaojian Wang, João P. S. Catalão
Two-Stage Robust Optimization Under Decision Dependent Uncertainty. IEEE CAA J. Autom. Sinica 9 (7) (2022)
Yunfan Zhang, Feng Liu, Zhaojian Wang, Yue Chen, Shuanglei Feng, Qiuwei Wu, Yunhe Hou
On Nash-Stackelberg-Nash Games under Decision-Dependent Uncertainties: Model and Equilibrium. CoRR (2022)
Kaixuan Chen, Jin Lin, Yiwei Qiu, Feng Liu, Yonghua Song
Model Predictive Control for Wind Farm Power Tracking With Deep Learning-Based Reduced Order Modeling. IEEE Trans. Ind. Informatics 18 (11) (2022)
Qinfei Long, Junhong Liu, Chenhao Ren, Wenqian Yin, Feng Liu, Yunhe Hou
Two-Stage Submodular Optimization of Dynamic Thermal Rating for Risk Mitigation Considering Placement and Operation Schedule. CoRR (2022)
Yue Chen, Wei Wei, Tongxin Li, Yunhe Hou, Feng Liu, João P. S. Catalão
Optimal Bidding of Energy Storage: A Surrogate Method with Combined Spatial-Temporal Entropy. CoRR (2021)
Peng Yang, Feng Liu, Wei Wei, Zhaojian Wang
Approaching the Transient Stability Boundary of a Power System: Theory and Applications. CoRR (2021)
Qinfei Long, Zhiyuan Ma, Feng Liu, Shengwei Mei, Yunhe Hou
Analyzing Patterns Transference and Mitigation of Cascading Failures with Interaction Graphs. ISGT-Europe (2021)
Peng Yang, Feng Liu, Tao Liu, David J. Hill
Augmented Synchronization: Bridging the Theory-Practice Gap in Transient Stability Analysis. CoRR (2021)
Yunfan Zhang, Feng Liu, Zhaojian Wang, Yifan Su, Shengwei Mei
Robust Scheduling of Virtual Power Plant under Exogenous and Endogenous Uncertainties. CoRR (2021)
Yunfan Zhang, Yifan Su, Zhaojian Wang, Feng Liu, Chenghao Li
Cycle-Life-Aware Optimal Sizing of Grid-Side Battery Energy Storage. IEEE Access 9 (2021)
Zhaojian Wang, Wei Wei, Changhong Zhao, Zhiyuan Ma, Zetian Zheng, Yunfan Zhang, Feng Liu
Exponential stability of partial primal-dual gradient dynamics with nonsmooth objective functions. Autom. 129 (2021)
Yifan Su, Feng Liu, Zhaojian Wang, Shengwei Mei, Qiang Lu
Online distributed tracking of generalized Nash equilibrium on physical networks: Closing the Loop via Measurement Feedback. Auton. Intell. Syst. 1 (1) (2021)
Yifan Su, Zhaojian Wang, Ming Cao, Mengshuo Jia, Feng Liu
Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness. CoRR (2021)
Zhimei Zhang, Shaowei Huang, Feng Liu, Shengwei Mei
Pattern Analysis of Topological Attacks in Cyber-Physical Power Systems Considering Cascading Outages. IEEE Access 8 (2020)
Yiwei Qiu, Jin Lin, Xiaoshuang Chen, Feng Liu, Yonghua Song
Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations. CoRR (2020)
Zhaojian Wang, Feng Liu, Yifan Su, Peng Yang, Boyu Qin
Asynchronous distributed voltage control in active distribution networks. Autom. 122 (2020)
Feifan Shen, Qiuwei Wu, Jin Zhao, Wei Wei, Nikos D. Hatziargyriou, Feng Liu
Distributed Risk-Limiting Load Restoration in Unbalanced Distribution Systems With Networked Microgrids. IEEE Trans. Smart Grid 11 (6) (2020)
Zhaojian Wang, Feng Liu, Changhong Zhao, Zhiyuan Ma, Wei Wei
Distributed optimal load frequency control considering nonsmooth cost functions. Syst. Control. Lett. 136 (2020)
Zhaojian Wang, Laijun Chen, Feng Liu, Peng Yi, Ming Cao, Sicheng Deng, Shengwei Mei
Asynchronous Distributed Power Control of Multimicrogrid Systems. IEEE Trans. Control. Netw. Syst. 7 (4) (2020)
Yunfan Zhang, Feng Liu, Zhaojian Wang, Jianhui Wang, Yifan Su, Yue Chen, Cheng Wang, Qiuwei Wu
Asynchrony-Resilient and Privacy-Preserving Charging Protocol for Plug-in Electric Vehicles. CoRR (2020)
Yue Chen, Shengwei Mei, Fengyu Zhou, Steven H. Low, Wei Wei, Feng Liu
An Energy Sharing Game With Generalized Demand Bidding: Model and Properties. IEEE Trans. Smart Grid 11 (3) (2020)
Xiaoshuang Chen, Jin Lin, Feng Liu, Yonghua Song
Optimal Control of DERs in ADN Under Spatial and Temporal Correlated Uncertainties. IEEE Trans. Smart Grid 11 (2) (2020)
Cheng Wang, Song Wang, Feng Liu, Tianshu Bi, Tiezhu Wang
Risk-Loss Coordinated Admissibility Assessment of Wind Generation for Integrated Electric-Gas Systems. IEEE Trans. Smart Grid 11 (5) (2020)
Zhaojian Wang, Feng Liu, Zhiyuan Ma, Yue Chen, Mengshuo Jia, Wei Wei, Qiuwei Wu
Distributed Generalized Nash Equilibrium Seeking for Non-Monotone Energy Sharing Games. CoRR (2019)
Peng Yang, Feng Liu, Zhaojian Wang, Shicong Ma
Towards Distributed Stability Analytics of Dynamic Power Systems: A Phasor-Circuit Theory Perspective. CoRR (2019)
Peng Yang, Feng Liu, Zhaojian Wang, Chen Shen, Jun Yi, Weifang Lin
Toward Distributed Stability Analytics for Power Systems with Heterogeneous Bus Dynamics. CoRR (2019)
Zhaojian Wang, Feng Liu, Changhong Zhao, Zhiyuan Ma, Wei Wei
Distributed Optimal Load Frequency Control Considering Nonsmooth Cost Functions. CoRR (2019)
Zhaojian Wang, Shengwei Mei, Feng Liu, Steven H. Low, Peng Yang
Distributed load-side control: Coping with variation of renewable generations. Autom. 109 (2019)
Zhiwen Wang, Chen Shen, Yin Xu, Feng Liu, Xiangyu Wu, Chen-Ching Liu
Risk-Limiting Load Restoration for Resilience Enhancement With Intermittent Energy Resources. IEEE Trans. Smart Grid 10 (3) (2019)
Peng Yang, Feng Liu, Zhaojian Wang, Chen Shen
Distributed Stability Conditions for Power Systems with Heterogeneous Nonlinear Bus Dynamics. CoRR (2019)
Ying Chen, Shaowei Huang, Feng Liu, Zhisheng Wang, Xinwei Sun
Evaluation of Reinforcement Learning-Based False Data Injection Attack to Automatic Voltage Control. IEEE Trans. Smart Grid 10 (2) (2019)
Zhiyuan Ma, Chen Shen, Feng Liu, Shengwei Mei
Fast Screening of Vulnerable Transmission Lines in Power Grids: A PageRank-Based Approach. IEEE Trans. Smart Grid 10 (2) (2019)
Peng Yang, Feng Liu, Zhaojian Wang, Chen Shen, Jun Yi, Weifang Lin
Toward Distributed Stability Analytics for Power Systems with Heterogeneous Bus Dynamics. CDC (2019)
Zhaojian Wang, Feng Liu, Ying Chen, Steven H. Low, Shengwei Mei
Unified Distributed Control of Stand-Alone DC Microgrids. IEEE Trans. Smart Grid 10 (1) (2019)
Zhi Zhang, Yanbo Chen, Jin Ma, Xinyuan Liu, Weiru Wang, Bin Liu, Feng Liu
Corrections to "Two-Stage Robust Security Constrained Unit Commitment Considering the Spatiotemporal Correlation of Uncertainty Prediction Error". IEEE Access 7 (2019)
Zhaojian Wang, Feng Liu, Steven H. Low, Changhong Zhao, Shengwei Mei
Distributed Frequency Control With Operational Constraints, Part I: Per-Node Power Balance. IEEE Trans. Smart Grid 10 (1) (2019)
Zhaojian Wang, Feng Liu, Steven H. Low, Changhong Zhao, Shengwei Mei
Distributed Frequency Control With Operational Constraints, Part II: Network Power Balance. IEEE Trans. Smart Grid 10 (1) (2019)
Yanfei Pan, Laijun Chen, Xiaonan Lu, Jianhui Wang, Feng Liu, Shengwei Mei
Stability Region of Droop-Controlled Distributed Generation in Autonomous Microgrids. IEEE Trans. Smart Grid 10 (2) (2019)
Yue Chen, Wei Wei, Feng Liu, Enzo E. Sauma, Shengwei Mei
Energy Trading and Market Equilibrium in Integrated Heat-Power Distribution Systems. IEEE Trans. Smart Grid 10 (4) (2019)
Zhaojian Wang, Feng Liu, Yifan Su, Boyu Qin
Asynchronous Distributed Voltage Control in Active Distribution Networks. CoRR (2019)
Feng Liu, Jinpeng Guo, Xuemin Zhang, Yunhe Hou, Shengwei Mei
Mitigating the Risk of Cascading Blackouts: A Data Inference Based Maintenance Method. IEEE Access 6 (2018)
Yile Liang, Feng Liu, Shengwei Mei
Distributed Real-Time Economic Dispatch in Smart Grids: A State-Based Potential Game Approach. IEEE Trans. Smart Grid 9 (5) (2018)
Zhisheng Wang, Ying Chen, Feng Liu, Yue Xia, Xuemin Zhang
Power System Security Under False Data Injection Attacks With Exploitation and Exploration Based on Reinforcement Learning. IEEE Access 6 (2018)
Zhaojian Wang, Shengwei Mei, Feng Liu, Peng Yi, Ming Cao
Distributed Control of Hybrid AC/DC Microgrids: from Synchronous to Asynchronous Algorithms. CoRR (2018)
Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei
Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Zhiyuan Ma, Feng Liu, Chen Shen, Zhaojian Wang, Shengwei Mei
Fast Searching Strategy for Critical Cascading Paths Toward Blackouts. IEEE Access 6 (2018)
Zhaojian Wang, Feng Liu, Steven H. Low, Peng Yang, Shengwei Mei
Distributed Load-Side Control: Coping with Variation of Renewable Generations. CoRR (2018)
Zhaojian Wang, Feng Liu, John Z. F. Pang, Steven H. Low, Shengwei Mei
Distributed Optimal Frequency Control Considering a Nonlinear Network-Preserving Model. CoRR (2017)
Zhaojian Wang, Feng Liu, Steven H. Low, Changhong Zhao, Shengwei Mei
Distributed Frequency Control with Operational Constraints, Part I: Per-Node Power Balance. CoRR (2017)
Zhaojian Wang, Feng Liu, Ying Chen, Steven H. Low, Shengwei Mei
Breaking Diversity Restriction: Distributed Optimal Control of Stand-alone DC Microgrids. CoRR (2017)
Zhiwen Wang, Chen Shen, Jianhui Wang, Feng Liu, Xiangyu Wu
Conditional Distributions of Wind Power Ramping for Flexible Ramping Capacity Allocation: An Adjustable Chance-Constrained Approach. CoRR (2017)
Yanbo Chen, Jin Ma, Pu Zhang, Feng Liu, Shengwei Mei
Robust State Estimator Based on Maximum Exponential Absolute Value. IEEE Trans. Smart Grid 8 (4) (2017)
Rui Yao, Kai Sun, Feng Liu, Shengwei Mei
Efficient Simulation of Temperature Evolution of Overhead Transmission Lines Based on Analytical Solution and NWP. CoRR (2017)
Zhiwen Wang, Chen Shen, Yin Xu, Feng Liu, Xiangyu Wu, Chen-Ching Liu
Risk-limiting Load Restoration for Resilience Enhancement with Intermittent Energy Resources. CoRR (2017)
Zhaojian Wang, Feng Liu, Steven H. Low, Changhong Zhao, Shengwei Mei
Distributed Frequency Control with Operational Constraints, Part II: Network Power Balance. CoRR (2017)
Rui Yao, Kai Sun, Feng Liu, Shengwei Mei
Reduction of Cascading Outage Risk Based on Risk Gradient and Markovian Tree Search. CoRR (2017)
Zhaojian Wang, Feng Liu, Steven H. Low, Changhong Zhao, Shengwei Mei
Decentralized optimal frequency control of interconnected power systems with transient constraints. CDC (2016)
Wei Wei, Feng Liu, Shengwei Mei
Charging Strategies of EV Aggregator Under Renewable Generation and Congestion: A Normalized Nash Equilibrium Approach. IEEE Trans. Smart Grid 7 (3) (2016)
Jinpeng Guo, Feng Liu, Jianhui Wang, Junhao Lin, Shengwei Mei
Towards High-Efficiency Cascading Outage Simulation and Analysis in Power Systems: A Sequential Importance Sampling Approach. CoRR (2016)
Rui Yao, Shaowei Huang, Kai Sun, Feng Liu, Xuemin Zhang, Shengwei Mei, Wei Wei, Lijie Ding
Risk Assessment of Multi-timescale Cascading Outages based on Markovian Tree Search. CoRR (2016)
Wentao Guo, Feng Liu, Jennie Si, Dawei He, Ronald G. Harley, Shengwei Mei
Online Supplementary ADP Learning Controller Design and Application to Power System Frequency Control With Large-Scale Wind Energy Integration. IEEE Trans. Neural Networks Learn. Syst. 27 (8) (2016)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei, Rui Li
Error bound analysis of policy iteration based approximate dynamic programming for deterministic discrete-time nonlinear systems. IJCNN (2015)
Wentao Guo, Feng Liu, Jennie Si, Dawei He, Ronald G. Harley, Shengwei Mei
Approximate dynamic programming based supplementary reactive power control for DFIG wind farm to enhance power system stability. Neurocomputing 170 (2015)
Wei Wei, Feng Liu, Shengwei Mei
Energy Pricing and Dispatch for Smart Grid Retailers Under Demand Response and Market Price Uncertainty. IEEE Trans. Smart Grid 6 (3) (2015)
Wei Wei, Feng Liu, Shengwei Mei, Yunhe Hou
Robust Energy and Reserve Dispatch Under Variable Renewable Generation. IEEE Trans. Smart Grid 6 (1) (2015)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei
Online adaptation of controller parameters based on approximate dynamic programming. IJCNN (2014)
Cheng Wang, Laijun Chen, Feng Liu, Bin Liu, Shengwei Mei, Chen Fang
Thermal-wind-storage joint operation of power system considering pumped storage and distributed compressed air energy storage. PSCC (2014)
Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald G. Harley, Shengwei Mei
Reactive power control of DFIG wind farm using online supplementary learning controller based on approximate dynamic programming. IJCNN (2014)
Xiong Luo, Yi Chen, Jennie Si, Feng Liu
Longitudinal control of hypersonic vehicles based on direct heuristic dynamic programming using ANFIS. IJCNN (2014)
Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei
Policy iteration approximate dynamic programming using Volterra series based actor. IJCNN (2014)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei
Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs. IJCNN (2013)
Feng Liu, Jian Sun, Jennie Si, Wentao Guo, Shengwei Mei
A boundedness result for the direct heuristic dynamic programming. Neural Networks 32 (2012)
Jian Sun, Feng Liu, Jennie Si, Shengwei Mei
Direct heuristic dynamic programming with augmented states. IJCNN (2011)