Feng Liu

Orcid: 0000-0003-2279-2558

Affiliations:
  • Tsinghua University, Department of Electrical Engineering, State Key Laboratory of Power Systems, Beijing, China (PhD 2004)


According to our database1, Feng Liu authored at least 80 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Approaching the Transient Stability Boundary of a Power System: Theory and Applications.
IEEE Trans Autom. Sci. Eng., October, 2023

Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness.
IEEE Trans. Autom. Control., August, 2023

Multi-Stage Robust Dispatch Considering Demand Response Under Decision-Dependent Uncertainty.
IEEE Trans. Smart Grid, July, 2023

Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects.
IEEE CAA J. Autom. Sinica, April, 2023

2022
Model Predictive Control for Wind Farm Power Tracking With Deep Learning-Based Reduced Order Modeling.
IEEE Trans. Ind. Informatics, 2022

Two-Stage Robust Optimization Under Decision Dependent Uncertainty.
IEEE CAA J. Autom. Sinica, 2022

Optimal Sizing and Pricing of Renewable Power to Ammonia Systems Considering the Limited Flexibility of Ammonia Synthesis.
CoRR, 2022

Two-Stage Submodular Optimization of Dynamic Thermal Rating for Risk Mitigation Considering Placement and Operation Schedule.
CoRR, 2022

Incentive Mechanism Design for Emergency Frequency Control in Multi-Infeed Hybrid AC-DC System.
CoRR, 2022

On Nash-Stackelberg-Nash games under decision-dependent uncertainties: Model and equilibrium.
Autom., 2022

2021
Achieving an Accurate Random Process Model for PV Power using Cheap Data: Leveraging the SDE and Public Weather Reports.
CoRR, 2021

Optimal Bidding of Energy Storage: A Surrogate Method with Combined Spatial-Temporal Entropy.
CoRR, 2021

Wind Farm Layout Optimization with Cooperative Control Considerations.
CoRR, 2021

Augmented Synchronization: Bridging the Theory-Practice Gap in Transient Stability Analysis.
CoRR, 2021

Technoeconomic Supplement of P2G Clusters with Hydrogen Pipeline for Coordinated Renewable Energy and HVDC Systems.
CoRR, 2021

Robust Scheduling of Virtual Power Plant under Exogenous and Endogenous Uncertainties.
CoRR, 2021

Exponential stability of partial primal-dual gradient dynamics with nonsmooth objective functions.
Autom., 2021

Online distributed tracking of generalized Nash equilibrium on physical networks: Closing the Loop via Measurement Feedback.
Auton. Intell. Syst., 2021

Cycle-Life-Aware Optimal Sizing of Grid-Side Battery Energy Storage.
IEEE Access, 2021

Analyzing Patterns Transference and Mitigation of Cascading Failures with Interaction Graphs.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2020
Risk-Loss Coordinated Admissibility Assessment of Wind Generation for Integrated Electric-Gas Systems.
IEEE Trans. Smart Grid, 2020

Distributed Risk-Limiting Load Restoration in Unbalanced Distribution Systems With Networked Microgrids.
IEEE Trans. Smart Grid, 2020

An Energy Sharing Game With Generalized Demand Bidding: Model and Properties.
IEEE Trans. Smart Grid, 2020

Optimal Control of DERs in ADN Under Spatial and Temporal Correlated Uncertainties.
IEEE Trans. Smart Grid, 2020

Asynchronous Distributed Power Control of Multimicrogrid Systems.
IEEE Trans. Control. Netw. Syst., 2020

Distributed optimal load frequency control considering nonsmooth cost functions.
Syst. Control. Lett., 2020

Fast Monte Carlo Simulation of Dynamic Power Systems Under Continuous Random Disturbances.
CoRR, 2020

Optimal Configuration of Wind-to-Ammonia with the Electric Network and Hydrogen Supply Chain: A Case Study of Inner Mongolia.
CoRR, 2020

Deep Learning-Aided MPC of Wind Farms for AGC Considering the Dynamic Wake Effect.
CoRR, 2020

Multi-Timescale Coordinated AGC of Islanded Microgrids with Cascaded Run-of-the-River Hydropower and Volatile Energies.
CoRR, 2020

Asynchrony-Resilient and Privacy-Preserving Charging Protocol for Plug-in Electric Vehicles.
CoRR, 2020

Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations.
CoRR, 2020

Asynchronous distributed voltage control in active distribution networks.
Autom., 2020

Pattern Analysis of Topological Attacks in Cyber-Physical Power Systems Considering Cascading Outages.
IEEE Access, 2020

2019
Risk-Limiting Load Restoration for Resilience Enhancement With Intermittent Energy Resources.
IEEE Trans. Smart Grid, 2019

Distributed Frequency Control With Operational Constraints, Part II: Network Power Balance.
IEEE Trans. Smart Grid, 2019

Distributed Frequency Control With Operational Constraints, Part I: Per-Node Power Balance.
IEEE Trans. Smart Grid, 2019

Unified Distributed Control of Stand-Alone DC Microgrids.
IEEE Trans. Smart Grid, 2019

Stability Region of Droop-Controlled Distributed Generation in Autonomous Microgrids.
IEEE Trans. Smart Grid, 2019

Fast Screening of Vulnerable Transmission Lines in Power Grids: A PageRank-Based Approach.
IEEE Trans. Smart Grid, 2019

Energy Trading and Market Equilibrium in Integrated Heat-Power Distribution Systems.
IEEE Trans. Smart Grid, 2019

Evaluation of Reinforcement Learning-Based False Data Injection Attack to Automatic Voltage Control.
IEEE Trans. Smart Grid, 2019

Distributed Generalized Nash Equilibrium Seeking for Non-Monotone Energy Sharing Games.
CoRR, 2019

Asynchronous Distributed Voltage Control in Active Distribution Networks.
CoRR, 2019

Distributed Stability Conditions for Power Systems with Heterogeneous Nonlinear Bus Dynamics.
CoRR, 2019

Towards Distributed Stability Analytics of Dynamic Power Systems: A Phasor-Circuit Theory Perspective.
CoRR, 2019

Distributed load-side control: Coping with variation of renewable generations.
Autom., 2019

Corrections to "Two-Stage Robust Security Constrained Unit Commitment Considering the Spatiotemporal Correlation of Uncertainty Prediction Error".
IEEE Access, 2019

Toward Distributed Stability Analytics for Power Systems with Heterogeneous Bus Dynamics.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
Distributed Real-Time Economic Dispatch in Smart Grids: A State-Based Potential Game Approach.
IEEE Trans. Smart Grid, 2018

Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst., 2018

Distributed Control of Hybrid AC/DC Microgrids: from Synchronous to Asynchronous Algorithms.
CoRR, 2018

Power System Security Under False Data Injection Attacks With Exploitation and Exploration Based on Reinforcement Learning.
IEEE Access, 2018

Fast Searching Strategy for Critical Cascading Paths Toward Blackouts.
IEEE Access, 2018

Mitigating the Risk of Cascading Blackouts: A Data Inference Based Maintenance Method.
IEEE Access, 2018

2017
Robust State Estimator Based on Maximum Exponential Absolute Value.
IEEE Trans. Smart Grid, 2017

Distributed Optimal Frequency Control Considering a Nonlinear Network-Preserving Model.
CoRR, 2017

Conditional Distributions of Wind Power Ramping for Flexible Ramping Capacity Allocation: An Adjustable Chance-Constrained Approach.
CoRR, 2017

Reduction of Cascading Outage Risk Based on Risk Gradient and Markovian Tree Search.
CoRR, 2017

Efficient Simulation of Temperature Evolution of Overhead Transmission Lines Based on Analytical Solution and NWP.
CoRR, 2017

Breaking Diversity Restriction: Distributed Optimal Control of Stand-alone DC Microgrids.
CoRR, 2017

2016
Charging Strategies of EV Aggregator Under Renewable Generation and Congestion: A Normalized Nash Equilibrium Approach.
IEEE Trans. Smart Grid, 2016

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., 2016

Risk Assessment of Multi-timescale Cascading Outages based on Markovian Tree Search.
CoRR, 2016

Towards High-Efficiency Cascading Outage Simulation and Analysis in Power Systems: A Sequential Importance Sampling Approach.
CoRR, 2016

Initialization-free distributed algorithms for optimal resource allocation with feasibility constraints and application to economic dispatch of power systems.
Autom., 2016

Decentralized optimal frequency control of interconnected power systems with transient constraints.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Robust Energy and Reserve Dispatch Under Variable Renewable Generation.
IEEE Trans. Smart Grid, 2015

Energy Pricing and Dispatch for Smart Grid Retailers Under Demand Response and Market Price Uncertainty.
IEEE Trans. Smart Grid, 2015

Distributed gradient algorithm for constrained optimization with application to load sharing in power systems.
Syst. Control. Lett., 2015

Approximate dynamic programming based supplementary reactive power control for DFIG wind farm to enhance power system stability.
Neurocomputing, 2015

Error bound analysis of policy iteration based approximate dynamic programming for deterministic discrete-time nonlinear systems.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Thermal-wind-storage joint operation of power system considering pumped storage and distributed compressed air energy storage.
Proceedings of the 2014 Power Systems Computation Conference, 2014

Longitudinal control of hypersonic vehicles based on direct heuristic dynamic programming using ANFIS.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Policy iteration approximate dynamic programming using Volterra series based actor.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Online adaptation of controller parameters based on approximate dynamic programming.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Reactive power control of DFIG wind farm using online supplementary learning controller based on approximate dynamic programming.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
A boundedness result for the direct heuristic dynamic programming.
Neural Networks, 2012

2011
Direct heuristic dynamic programming with augmented states.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011


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