张化光 - 东北大学 - 信息科学与工程学院

个人简介

工作经历 1995.2: 至今东北大学教授，博士生导师智能电气科学与技术研究院（电气自动化研究所）院长，校长助理东北大学 1994.6 至 1995.1：东北大学自动化研究中心副主任，教授东北大学 1993.12 至 1994.5：东北大学自动化研究中心副主任，副教授东北大学 1991.12至1993.11：东北大学自动控制博士后流动站博士后教育经历 1991.12 -- 1994.1 东北大学 > 控制理论与控制工程博士后

研究领域

主要从事复杂工业过程自动化、电力系统与电力传动设备故障诊断技术、模糊控制与智能控制、非线性控制和混沌控制等领域的研究

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

H. Zhang, T. Feng, H. Liang and Y. Luo, "LQR-Based Optimal Distributed Cooperative Design for Linear Discrete-Time Multiagent Systems," in IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 3, pp. 599-611, March 2017. H. Zhang, H. Liang, Z. Wang and T. Feng, "Optimal Output Regulation for Heterogeneous Multiagent Systems via Adaptive Dynamic Programming," in IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 1, pp. 18-29, Jan. 2017. H. Zhang, J. Zhou, Q. Sun, J. M. Guerrero and D. Ma, "Data-Driven Control for Interlinked AC/DC Microgrids Via Model-Free Adaptive Control and Dual-Droop Control," in IEEE Transactions on Smart Grid, vol. 8, no. 2, pp. 557-571, March 2017. H. Zhang, Q. Shan and Z. Wang, "Stability Analysis of Neural Networks With Two Delay Components Based on Dynamic Delay Interval Method," in IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 2, pp. 259-267, Feb. 2017. H. Zhang, J. Wang, Z. Wang and H. Liang, "Sampled-Data Synchronization Analysis of Markovian Neural Networks With Generally Incomplete Transition Rates," in IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 3, pp. 740-752, March 2017. H. Zhang, S. Kim, Q. Sun and J. Zhou, "Distributed Adaptive Virtual Impedance Control for Accurate Reactive Power Sharing Based on Consensus Control in Microgrids," in IEEE Transactions on Smart Grid, vol. 8, no. 4, pp. 1749-1761, July 2017. H. Zhang, H. Jiang, Y. Luo and G. Xiao, "Data-Driven Optimal Consensus Control for Discrete-Time Multi-Agent Systems With Unknown Dynamics Using Reinforcement Learning Method," in IEEE Transactions on Industrial Electronics, vol. 64, no. 5, pp. 4091-4100, May 2017. H. Zhang, Y. Cui and Y. Wang, "Hybrid Fuzzy Adaptive Fault-Tolerant Control for a Class of Uncertain Nonlinear Systems With Unmeasured States," in IEEE Transactions on Fuzzy Systems, vol. 25, no. 5, pp. 1041-1050, Oct. 2017. H. Zhang, H. Jiang, C. Luo and G. Xiao, "Discrete-Time Nonzero-Sum Games for Multiplayer Using Policy-Iteration-Based Adaptive Dynamic Programming Algorithms," in IEEE Transactions on Cybernetics, vol. 47, no. 10, pp. 3331-3340, Oct. 2017. H. Zhang, Y. Li, D. W. Gao and J. Zhou, "Distributed Optimal Energy Management for Energy Internet," in IEEE Transactions on Industrial Informatics, vol. 13, no. 6, pp. 3081-3097, Dec. 2017. H. Zhang, J. Han, C. Luo and Y. Wang, "Fault-Tolerant Control of a Nonlinear System Based on Generalized Fuzzy Hyperbolic Model and Adaptive Disturbance Observer," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 47, no. 8, pp. 2289-2300, Aug. 2017. H. Zhang, X. Cui, Y. Luo and H. Jiang, "Finite-Horizon $H_{\infty }$ Tracking Control for Unknown Nonlinear Systems With Saturating Actuators," in IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 4, pp. 1200-1212, April 2018. H. Zhang, J. Han, Y. Wang and X. Liu, "Sensor Fault Estimation of Switched Fuzzy Systems With Unknown Input," in IEEE Transactions on Fuzzy Systems, vol. 26, no. 3, pp. 1114-1124, June 2018. H. Zhang, Q. Qu, G. Xiao and Y. Cui, "Optimal Guaranteed Cost Sliding Mode Control for Constrained-Input Nonlinear Systems With Matched and Unmatched Disturbances," in IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 6, pp. 2112-2126, June 2018. H. Zhang, J. Han, Y. Wang and H. Jiang, "$H_\infty$ Consensus for Linear Heterogeneous Multiagent Systems Based on Event-Triggered Output Feedback Control Scheme," in IEEE Transactions on Cybernetics, vol. 49, no. 6, pp. 2268-2279, June 2019. H. Zhang, F. Teng, Q. Sun and Q. Shan, "Distributed Optimization Based on a Multiagent System Disturbed by General Noise," in IEEE Transactions on Cybernetics, vol. 49, no. 8, pp. 3209-3213, Aug. 2019. H. Zhang, J. Han, Y. Wang and H. Jiang, "$H_\infty$ Consensus for Linear Heterogeneous Discrete-Time Multiagent Systems With Output Feedback Control," in IEEE Transactions on Cybernetics, vol. 49, no. 10, pp. 3713-3721, Oct. 2019. H. Zhang, Y. Wang, J. Zhang and Y. Wang, "An SOS-Based Sliding Mode Controller Design for a Class of Polynomial Fuzzy Systems," in IEEE Transactions on Fuzzy Systems, vol. 27, no. 4, pp. 749-759, April 2019. H. Zhang, K. Zhang, Y. Cai and J. Han, "Adaptive Fuzzy Fault-Tolerant Tracking Control for Partially Unknown Systems With Actuator Faults via Integral Reinforcement Learning Method," in IEEE Transactions on Fuzzy Systems, vol. 27, no. 10, pp. 1986-1998, Oct. 2019. H. Zhang, H. Su, K. Zhang and Y. Luo, "Event-Triggered Adaptive Dynamic Programming for Non-Zero-Sum Games of Unknown Nonlinear Systems via Generalized Fuzzy Hyperbolic Models," in IEEE Transactions on Fuzzy Systems, vol. 27, no. 11, pp. 2202-2214, Nov. 2019. H. Zhang, Y. Liu, G. Xiao and H. Jiang, "Data-Based Adaptive Dynamic Programming for a Class of Discrete-Time Systems With Multiple Delays," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 2, pp. 432-441, Feb. 2020. H. Zhang, G. Xiao, Y. Liu and L. Liu, "Value Iteration-Based H∞ Controller Design for Continuous-Time Nonlinear Systems Subject to Input Constraints," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 11, pp. 3986-3995, Nov. 2020. H. Zhang, Y. Wang, Y. Wang and J. Zhang, "A Novel Sliding Mode Control for a Class of Stochastic Polynomial Fuzzy Systems Based on SOS Method," in IEEE Transactions on Cybernetics, vol. 50, no. 3, pp. 1037-1046, March 2020. H. Zhang, K. Zhang, G. Xiao and H. Jiang, "Robust Optimal Control Scheme for Unknown Constrained-Input Nonlinear Systems via a Plug-n-Play Event-Sampled Critic-Only Algorithm," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 9, pp. 3169-3180, Sept. 2020. H. Zhang, S. Sun, C. Liu and K. Zhang, "A Novel Approach to Observer-Based Fault Estimation and Fault-Tolerant Controller Design for T–S Fuzzy Systems With Multiple Time Delays," in IEEE Transactions on Fuzzy Systems, vol. 28, no. 8, pp. 1679-1693, Aug. 2020. H. Zhang, Y. Liang, H. Su and C. Liu, "Event-Driven Guaranteed Cost Control Design for Nonlinear Systems With Actuator Faults via Reinforcement Learning Algorithm," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 11, pp. 4135-4150, Nov. 2020. H. Zhang, Y. Cai, Y. Wang and H. Su, "Adaptive Bipartite Event-Triggered Output Consensus of Heterogeneous Linear Multiagent Systems Under Fixed and Switching Topologies," in IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 11, pp. 4816-4830, Nov. 2020. H. Zhang, J. Duan, Y. Wang and Z. Gao, "Bipartite Fixed-Time Output Consensus of Heterogeneous Linear Multiagent Systems," in IEEE Transactions on Cybernetics, vol. 51, no. 2, pp. 548-557, Feb. 2021. H. Zhang, C. Liu, H. Su and K. Zhang, "Echo State Network-Based Decentralized Control of Continuous-Time Nonlinear Large-Scale Interconnected Systems," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 10, pp. 6293-6303, Oct. 2021. H. Zhang, Y. Liu and Y. Wang, "Observer-Based Finite-Time Adaptive Fuzzy Control for Nontriangular Nonlinear Systems With Full-State Constraints," in IEEE Transactions on Cybernetics, vol. 51, no. 3, pp. 1110-1120, March 2021. H. Zhang, L. Jiang, J. Liu and F. Qu, "Data Recovery of Magnetic Flux Leakage Data Gaps Using Multifeature Conditional Risk," in IEEE Transactions on Automation Science and Engineering, vol. 18, no. 3, pp. 1064-1073, July 2021. doi: 10.1109/TASE.2020.2994659. H. Zhang, Y. Liu, J. Dai and Y. Wang, "Command Filter Based Adaptive Fuzzy Finite-Time Control for a Class of Uncertain Nonlinear Systems With Hysteresis," in IEEE Transactions on Fuzzy Systems, vol. 29, no. 9, pp. 2553-2564, Sept. 2021. H. Zhang, H. Ren, Y. Mu and J. Han, "Optimal Consensus Control Design for Multiagent Systems With Multiple Time Delay Using Adaptive Dynamic Programming," in IEEE Transactions on Cybernetics. doi: 10.1109/TCYB.2021.3090067. H. Zhang, Z. Ming, Y. Yan and W. Wang, "Data-Driven Finite-Horizon $H_{∞}$ Tracking Control With Event-Triggered Mechanism for the Continuous-Time Nonlinear Systems," in IEEE Transactions on Neural Networks and Learning Systems. doi: 10.1109/TNNLS.2021.3116464. H. Zhang, Y. Zhou, Y. Liu and J. Sun, "Cooperative Bipartite Containment Control for Multiagent Systems Based on Adaptive Distributed Observer," in IEEE Transactions on Cybernetics, vol. 52, no. 6, pp. 5432-5440, June 2022. H. Zhang, X. Hu, D. Ma, R. Wang and X. Xie, "Insufficient Data Generative Model for Pipeline Network Leak Detection Using Generative Adversarial Networks," in IEEE Transactions on Cybernetics, vol. 52, no. 7, pp. 7107-7120, July 2022. Z. Ming, H. Zhang, Q. Li and X. Tong, "Mixed H2/H∞ Control for Nonlinear Stochastic Systems With Cooperative and Non-cooperative Differential Game," in IEEE Transactions on Circuits and Systems II: Express Briefs, 2022. doi: 10.1109/TCSII.2022.3192557. H. Zhang, J. Zhang, Y. Cai, S. Sun and J. Sun, "Leader-Following Consensus for a Class of Nonlinear Multiagent Systems Under Event-Triggered and Edge-Event Triggered Mechanisms," in IEEE Transactions on Cybernetics, vol. 52, no. 8, pp. 7643-7654, Aug. 2022. H. Zhang, R. Xi, Y. Wang, S. Sun and J. Sun, "Event-Triggered Adaptive Tracking Control for Random Systems With Coexisting Parametric Uncertainties and Severe Nonlinearities," in IEEE Transactions on Automatic Control, vol. 67, no. 4, pp. 2011-2018, April 2022. H. Zhang, Z. Gao, Y. Wang and Y. Cai, "Leader-Following Exponential Consensus of Fractional-Order Descriptor Multiagent Systems With Distributed Event-Triggered Strategy," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 6, pp. 3967-3979, June 2022. Y. Liu, H. Zhang, Y. Wang and H. Liang, "Adaptive containment control for fractional-order nonlinear multi-agent systems with time-varying parameters," in IEEE/CAA Journal of Automatica Sinica. doi: 10.1109/JAS.2022.105545. H. Zhang, Y. Mu, Z. Gao and W. Wang, "Observer-Based Fault Reconstruction and Fault-Tolerant Control for Nonlinear Systems Subject to Simultaneous Actuator and Sensor Faults," in IEEE Transactions on Fuzzy Systems, vol. 30, no. 8, pp. 2971-2980, Aug. 2022. L. Jiang, H. Zhang, J. Liu, X. Shen and H. Xu, "THMS-Net: A Two-stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection," in IEEE Transactions on Instrumentation and Measurement, 2022. doi: 10.1109/TIM.2022.3198762. H. Zhang, Y. Yan, Z. Ming and Y. Wang, "Cooperative Fault Diagnosis of Fuzzy Fractional Order Time-Varying Multi-Agent System With Directed Networks," in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 3, pp. 1447-1451, March 2022. H. Zhang, W. Li, J. Zhang, Y. Wang and J. Sun, "Fully Distributed Dynamic Event-Triggered Bipartite Formation Tracking for Multiagent Systems With Multiple Nonautonomous Leaders," in IEEE Transactions on Neural Networks and Learning Systems. doi: 10.1109/TNNLS.2022.3143867. Y. Liu, H. Zhang, Y. Wang and H. Liang, "Adaptive containment control for fractional-order nonlinear multi-agent systems with time-varying parameters," in IEEE/CAA Journal of Automatica Sinica. doi: 10.1109/JAS.2022.105545. J. Han, H. Zhang, Y. Wang and H. Ren, "Output Consensus Problem for Linear Heterogeneous Multiagent Systems With Dynamic Event-Based Impulsive Control," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022. doi: 10.1109/TSMC.2022.3166930. R. Xi, H. Zhang, Y. Mu and J. Zhang, "Command Filtered Tracking Control for Random Nonlinear Systems with Actuator Faults," in IEEE Transactions on Circuits and Systems II: Express Briefs, 2022. doi: 10.1109/TCSII.2022.3195934. L. Jiang, H. Zhang, J. Liu, X. Shen and H. Xu, "THMS-Net: A Two-stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection," in IEEE Transactions on Instrumentation and Measurement, 2022. doi: 10.1109/TIM.2022.3198762. Y. Mu, H. Zhang, Z. Gao and J. Zhang, "A Fuzzy Lyapunov Function Approach for Fault Estimation of T–S Fuzzy Fractional-Order Systems Based on Unknown Input Observer," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022. doi: 10.1109/TSMC.2022.3196502. H. Zhang, L. Wang, J. Wang, F. Zuo, J. Wang and J. Liu, "A Pipeline Defect Inversion Method With Erratic MFL Signals Based on Cascading Abstract Features," in IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-11, 2022, Art no. 3506711. H. Zhang, X. Guo, J. Sun and Y. Zhou, "Event-Triggered Cooperative Adaptive Fuzzy Control for Stochastic Nonlinear Systems With Measurement Sensitivity and Deception Attacks," in IEEE Transactions on Fuzzy Systems, 2022. doi: 10.1109/TFUZZ.2022.3189412.