Huaguang Zhang

Research interests

Publications

• Adaptive Finite-Time Tracking Control of Nonlinear Systems With Dynamics Uncertainties

  IEEE Transactions on Automatic Control · 2022 · https://doi.org/10.1109/tac.2022.3226703

• Neural-Network-Based Event-Triggered Adaptive Control of Nonaffine Nonlinear Multiagent Systems With Dynamic Uncertainties

  IEEE Transactions on Neural Networks and Learning Systems · 2020 · https://doi.org/10.1109/tnnls.2020.3003950

• Observer-Based Finite-Time Adaptive Fuzzy Control for Nontriangular Nonlinear Systems With Full-State Constraints

  IEEE Transactions on Cybernetics · 2020 · https://doi.org/10.1109/tcyb.2020.2984791

• Bipartite Fixed-Time Output Consensus of Heterogeneous Linear Multiagent Systems

  IEEE Transactions on Cybernetics · 2019 · https://doi.org/10.1109/tcyb.2019.2936009

• Real-Time Energy Management of a Microgrid Using Deep Reinforcement Learning

  Energies · 2019 · https://doi.org/10.3390/en12122291

• Event-Triggered-Based Distributed Cooperative Energy Management for Multienergy Systems

  IEEE Transactions on Industrial Informatics · 2018 · https://doi.org/10.1109/tii.2018.2862436

• Dynamic Event-Based Control of Nonlinear Stochastic Systems

  IEEE Transactions on Automatic Control · 2017 · https://doi.org/10.1109/tac.2017.2707520

• State-of-the-art review on frequency response of wind power plants in power systems

  Journal of Modern Power Systems and Clean Energy · 2017 · https://doi.org/10.1007/s40565-017-0315-y

• Data-Driven Optimal Consensus Control for Discrete-Time Multi-Agent Systems With Unknown Dynamics Using Reinforcement Learning Method

  IEEE Transactions on Industrial Electronics · 2016 · https://doi.org/10.1109/tie.2016.2542134

• Notice of Removal: Distributed Adaptive Virtual Impedance Control for Accurate Reactive Power Sharing Based on Consensus Control in Microgrids

  IEEE Transactions on Smart Grid · 2016 · https://doi.org/10.1109/tsg.2015.2506760

• A Multiagent-Based Consensus Algorithm for Distributed Coordinated Control of Distributed Generators in the Energy Internet

  IEEE Transactions on Smart Grid · 2015 · https://doi.org/10.1109/tsg.2015.2412779

• Observer-Based Adaptive Neural Network Control for Nonlinear Systems in Nonstrict-Feedback Form

  IEEE Transactions on Neural Networks and Learning Systems · 2015 · https://doi.org/10.1109/tnnls.2015.2412121

• Control Synthesis of Discrete-Time T–S Fuzzy Systems via a Multi-Instant Homogenous Polynomial Approach

  IEEE Transactions on Cybernetics · 2015 · https://doi.org/10.1109/tcyb.2015.2411336

• Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances

  IEEE Transactions on Cybernetics · 2015 · https://doi.org/10.1109/tcyb.2015.2421338

• Distributed Cooperative Optimal Control for Multiagent Systems on Directed Graphs: An Inverse Optimal Approach

  IEEE Transactions on Cybernetics · 2014 · https://doi.org/10.1109/tcyb.2014.2350511

• Online Adaptive Policy Learning Algorithm for $H_{\infty }$ State Feedback Control of Unknown Affine Nonlinear Discrete-Time Systems

  IEEE Transactions on Cybernetics · 2014 · https://doi.org/10.1109/tcyb.2014.2313915

• Neural-Network-Based Constrained Optimal Control Scheme for Discrete-Time Switched Nonlinear System Using Dual Heuristic Programming

  IEEE Transactions on Automation Science and Engineering · 2014 · https://doi.org/10.1109/tase.2014.2303139

• Leader-Based Optimal Coordination Control for the Consensus Problem of Multiagent Differential Games via Fuzzy Adaptive Dynamic Programming

  IEEE Transactions on Fuzzy Systems · 2014 · https://doi.org/10.1109/tfuzz.2014.2310238

• A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

  IEEE Transactions on Neural Networks and Learning Systems · 2014 · https://doi.org/10.1109/tnnls.2014.2317880

• Stability Analysis for Neural Networks With Time-Varying Delay Based on Quadratic Convex Combination

  IEEE Transactions on Neural Networks and Learning Systems · 2013 · https://doi.org/10.1109/tnnls.2012.2236571

• Near-Optimal Control for Nonzero-Sum Differential Games of Continuous-Time Nonlinear Systems Using Single-Network ADP

  IEEE Transactions on Cybernetics · 2012 · https://doi.org/10.1109/tsmcb.2012.2203336

• Data-Driven Robust Approximate Optimal Tracking Control for Unknown General Nonlinear Systems Using Adaptive Dynamic Programming Method

  IEEE Transactions on Neural Networks · 2011 · https://doi.org/10.1109/tnn.2011.2168538

• Adaptive Neural Network Decentralized Backstepping Output-Feedback Control for Nonlinear Large-Scale Systems With Time Delays

  IEEE Transactions on Neural Networks · 2011 · https://doi.org/10.1109/tnn.2011.2146274

• An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games

  Automatica · 2010 · https://doi.org/10.1016/j.automatica.2010.10.033

• Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints

  IEEE Transactions on Neural Networks · 2009 · https://doi.org/10.1109/tnn.2009.2027233

• Robust Global Exponential Synchronization of Uncertain Chaotic Delayed Neural Networks via Dual-Stage Impulsive Control

  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2009 · https://doi.org/10.1109/tsmcb.2009.2030506

• Novel Weighting-Delay-Based Stability Criteria for Recurrent Neural Networks With Time-Varying Delay

  IEEE Transactions on Neural Networks · 2009 · https://doi.org/10.1109/tnn.2009.2034742

• A Combined Backstepping and Small-Gain Approach to Robust Adaptive Fuzzy Output Feedback Control

  IEEE Transactions on Fuzzy Systems · 2009 · https://doi.org/10.1109/tfuzz.2009.2021648

• Adaptive Dynamic Programming: An Introduction

  IEEE Computational Intelligence Magazine · 2009 · https://doi.org/10.1109/mci.2009.932261

• Stability Analysis of Markovian Jumping Stochastic Cohen–Grossberg Neural Networks With Mixed Time Delays

  IEEE Transactions on Neural Networks · 2008 · https://doi.org/10.1109/tnn.2007.910738

• A Novel Infinite-Time Optimal Tracking Control Scheme for a Class of Discrete-Time Nonlinear Systems via the Greedy HDP Iteration Algorithm

  IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · https://doi.org/10.1109/tsmcb.2008.920269

• Global Asymptotic Stability of Recurrent Neural Networks With Multiple Time-Varying Delays

  IEEE Transactions on Neural Networks · 2008 · https://doi.org/10.1109/tnn.2007.912319

• T-S Fuzzy-Model-Based Robust $H_{\infty}$ Design for Networked Control Systems With Uncertainties

  IEEE Transactions on Industrial Informatics · 2007 · https://doi.org/10.1109/tii.2007.911895

• Adaptive synchronization between two different chaotic systems with unknown parameters

  Physics Letters A · 2005 · https://doi.org/10.1016/j.physleta.2005.10.033

Current projects

No projects listed.