Xiao-Kang Liu

Xiao-Kang Liu

Huazhong University of Science and Technology

👨‍🏫 About Me

**Xiao-Kang Liu** is an Associate Professor at the School of Artificial Intelligence and Automation, Huazhong University of Science and Technology (HUST). He received his B.ENg. in Automation (2014) and his Ph.D. in Control Science and Engineering (2019), both from HUST. His research focuses on collaborative control theory and applications, including the hybrid cooperative control of multi-agent systems and cooperative control/optimization of microgrid systems. He has led research projects funded by the National Natural Science Foundation of China (General and Youth Programs), the Natural Science Foundation of Hubei Province, and Ministry of Education educational reform programs. Dr. Liu was selected for the Wuhan Young Talents Program and the China Association for Science and Technology Youth Talent Support Project.

🎓 Education

  • 2014.09 – 2019.06
    Ph.D. in Control Science and Engineering, HUST

  • 2010.09 – 2014.06
    B.Eng. in Automation, HUST

💼 Academic Positions

  • 2024.02 – Present
    Associate Professor, School of Artificial Intelligence and Automation, HUST

  • 2021.03 – 2024.01
    Lecturer, HUST

  • 2019.10 – 2021.02
    Research Fellow, School of EEE, Nanyang Technological University, Singapore

  • 2019.06 – 2019.09
    Visiting Scholar, Academy of Mathematics and Systems Science, CAS

  • 2018.11 – 2019.02
    Visiting Scholar, ERI@N, NTU

  • 2017.07 – 2018.08
    Visiting Scholar, University of Rhode Island, USA

📚 Courses

Undergraduate:

  • Principles of Automatic Control (I)
  • Intelligent Chip Design
  • Autonomous Intelligent Systems

Postgraduate:

  • Adaptive and Learning Systems
  • Academic Writing and Research Ethics

🔬 Research Interests

  • Distributed coordination and swarm intelligence

  • Control and optimization of smart grids

🎯 Topics of Interest

  1. Braess’s Paradox in Power Systems

  2. Coupled Power Flow Optimization with PDE Constraints

  3. DC Power Flow and Positive Stability

📝 Publications

  1. Meng-Ru Kong, Yan-Wu Wang, Ze-Hong Zeng, Xiao-Kang Liu*, “Adaptive Tracking Control of Switched Stochastic Non-Linear Systems With Full State Constraints: A MDADT Switching Method”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2025. 10.1002/rnc.7880

  2. Ze-Hong Zeng, Yan-Wu Wang, Xiao-Kang Liu*, Zhi-Wei Liu, “Backstepping-Based Composite Prescribed-Time Control for Two-Time-Scale Systems”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2025. 10.1002/rnc.7827

  3. Xiao-Kang Liu, Si-Qing Wang, Ming Chi, Zhi-Wei Liu, Yan-Wu Wang*, “Resilient Secondary Control and Stability Analysis for DC Microgrids Under Mixed Cyber Attacks”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71(2): 1938-1947. 10.1109/TIE.2023.3262893

  4. Lantao Xing, Jiong Cai, Xiao-Kang Liu, Jingyang Fang*, Yu-Chu Tian, “Distributed Secondary Control of DC Microgrid via the Averaging of Virtual Current Derivatives”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71(3): 2914-2923. 10.1109/TIE.2023.3269470

  5. Yan-Wu Wang, Yu Zhang, Xiao-Kang Liu*, Xia Chen, “Distributed Predefined-Time Optimization and Control for Multi-Bus DC Microgrid”, IEEE TRANSACTIONS ON POWER SYSTEMS, 2024, 39(4): 5769-5779. 10.1109/TPWRS.2023.3349165

  6. Jiang-Wen Xiao, Peng Liu, Hongliang Fang, Xiao-Kang Liu*, Yan-Wu Wang, “Short-Term Residential Load Forecasting With Baseline-Refinement Profiles and Bi-Attention Mechanism”, IEEE TRANSACTIONS ON SMART GRID, 2024, 15(1): 1052-1062. 10.1109/TSG.2023.3290598

  7. Qi-Fan Yuan, Yan-Wu Wang*, Xiao-Kang Liu, Zhi-Wei Liu, “Distributed Privacy-Preserving Secondary Control for DC Microgrids via State Decomposition”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2024, 15(2): 726-734. 10.1109/TSTE.2023.3301594

  8. Wen-Hui Wang, Yan-Wu Wang, Xiao-Kang Liu*, Zhi-Wei Liu, “Quantization-Dependent Dynamic Event-Triggered Control for Networked Switched Systems Under Denial-of-Service Attacks”, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54(6): 3822-3833. 10.1109/TSMC.2024.3373006

  9. Yan-Wu Wang, Zhong Cao, Jiang-Wen Xiao, Xiao-Kang Liu*, “Optimal Spatial-Temporal Scheduling for EVs With Stochastic Behaviors and Possible Inauthentic Information”, IEEE TRANSACTIONS ON SMART GRID, 2024, 15(1): 729-742. 10.1109/TSG.2023.3275697

  10. Tian-Tian Yu, Yan-Wu Wang*, Yan Lei, Xiao-Kang Liu, “Event-Triggered H∞ Control for Fuzzy Two-Time-Scale Systems”, IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(4): 2211-2222. 10.1109/TFUZZ.2023.3347516

  11. Fan-Rong Qu, Zhi-Wei Liu*, Xiao-Kang Liu, Yan-Wu Wang, En-Gang Tian, “Memory-Based Event-Triggered Control for Distributed Secondary Control in DC Microgrids With Quantized Communication”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71(11): 14864-14874. 10.1109/TIE.2024.3376793

  12. Meng-Jie Hu, Ju Hyun Park, Yan-Wu Wang*, Jun Cheng*, Xiao-Kang Liu, “DMET-Based Double Asynchronous Dissipative Control of Fuzzy Semi-Markov Jump Systems With Redundant Channels”, IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(9): 5149-5162. 10.1109/TFUZZ.2024.3416423

  13. Yu Zhang, Yan-Wu Wang, Jiang-Wen Xiao, Xiao-Kang Liu*, “Distributed predefined-time optimal economic dispatch for microgrids”, AUTOMATICA, 2024, 169: 111870. 10.1016/j.automatica.2024.111870

  14. Ze-Hong Zeng, Yan-Wu Wang*, Xiao-Kang Liu, Zhi-Wei Liu, “Event-triggered control of switched linear systems with state-dependent switching law and unstabilizable modes”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2024, 34(10): 6846-6862. 10.1002/rnc.7318

  15. Ze-Hong Zeng, Yan-Wu Wang*, Xiao-Kang Liu, Wu Yang, “Event-Triggered Control of Switched Two-Time-Scale Systems With Asynchronous Switching”, IEEE CONTROL SYSTEMS LETTERS, 2024, 8: 2075-2080. 10.1109/LCSYS.2024.3441863

  16. Wu Yang, Xing Zhang, Yan-Wu Wang, Xiao-Kang Liu*, “Predefined-Time Observer-Based Fast Power Allocation for Battery Energy Storage Systems”, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71(10): 4506-4510. 10.1109/TCSII.2024.3398823

  17. Yu Zhang, Ke-Xin Ma, Ming-Yu Zhu, Xiao-Kang Liu*, “Optimal Voltage Scheduling under Safety Constraints for Multi-bus DC Microgrid”, 2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024: 1569-1573. [会议论文暂无DOI]

  18. Xiao-Kang Liu, Yan-Wu Wang*, Zhi-Wei Liu, Yuehua Huang, “On the stability of distributed secondary control for DC microgrids with grid-forming and grid-feeding converters”, AUTOMATICA, 2023, 155: 111164. 10.1016/j.automatica.2023.111164

  19. Wen-Hui Wang, Yan-Wu Wang, Xiao-Kang Liu*, Zhi-Wei Liu, “Quantized control for networked switched systems under denial-of-service attacks via a barrier event-triggered mechanism”, NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2023, 49: 101343. 10.1016/j.nahs.2023.101343

  20. Lantao Xing, Yang Qi, Xiao-Kang Liu*, Changyun Wen, Meiqin Liu, Yu-Chu Tian, “Discrete-Time Distributed Secondary Control for DC Microgrids via Virtual Voltage Drop Averaging”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14(1): 272-282. 10.1109/TSTE.2022.3210223

  21. Yu Zhang, Yan-Wu Wang*, Xiao-Kang Liu, Wu Yang, Shu-Ming Liang, “Distributed Predefined-Time Control for Hybrid AC/DC Microgrid”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70(8): 8324-8333. 10.1109/TIE.2022.3225807

  22. Tian-Tian Yu, Yan-Wu Wang*, Yan Lei, Xiao-Kang Liu, Zhi-Wei Liu, “Event-triggered and self-triggered impulsive control for two-time-scale systems”, NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2023, 48: 101309. 10.1016/j.nahs.2022.101309

  23. Xiao-Kang Liu, Jiong Cai, Lantao Xing, Yan-Wu Wang*, “Distributed Event-Triggered Current Sharing Control for Islanded DC Microgrids With Quantized State”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14(4): 2147-2156. 10.1109/TSTE.2023.3260868

  24. Yan Lei, Yan-Wu Wang*, Xiao-Kang Liu, Wu Yang, “Prescribed-Time Stabilization of Singularly Perturbed Systems”, IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2023, 10(2): 569-571. 10.1109/JAS.2023.123246

  25. Tong Hua, Jiang-Wen Xiao, Xiao-Kang Liu*, Yan Lei*, Yan-Wu Wang, “Event-triggered sub-optimal control for two-time-scale systems with unknown dynamics”, NONLINEAR DYNAMICS, 2023, 111(3): 2487-2500. 10.1007/s11071-022-07970-x

  26. Yan Lei, Yan-Wu Wang*, Xiao-Kang Liu, Wu Yang, “Zeno-free event-triggered fixed-time control of two-time-scale systems by Chang transformation and backstepping design”, NONLINEAR DYNAMICS, 2023, 111(7): 6379-6393. 10.1007/s11071-022-08147-2

  27. Guan-Nan Yu, Jiang-Wen Xiao*, Xiao-Kang Liu, Ze-Hong Zeng, Yan-Wu Wang, “Consensus of interconnected systems via event-triggered control with different cyber-physical topologies”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2023, 33(12): 6950-6968. 10.1002/rnc.6733

  28. Yan Lei, Yan-Wu Wang*, Xiao-Kang Liu, Irinel-Constantin Morarescu, “Semi-Global Bounded Output Regulation of Linear Two-Time-Scale Systems With Input Saturation”, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2023, 70(11): 4560-4569. 10.1109/TCSI.2023.3299864

  29. Yan-Wu Wang, Ze-Hong Zeng, Xiao-Kang Liu*, Zhi-Wei Liu, “Input-to-state stability of switched linear systems with unstabilizable modes under DoS attacks”, AUTOMATICA, 2022, 146: 110607. 10.1016/j.automatica.2022.110607

  30. Wenzhi Cao, Jiang-Wen Xiao*, Shi-Chang Cui, Xiao-Kang Liu, “An efficient and economical storage and energy sharing model for multiple multi-energy microgrids”, ENERGY, 2022, 244(B): 123124. 10.1016/j.energy.2022.123124

  31. Jiang-Wen Xiao, Yan-Bing Yang, Shichang Cui*, Xiao-Kang Liu, “A new energy storage sharing framework with regard to both storage capacity and power capacity”, APPLIED ENERGY, 2022, 307: 118171. 10.1016/j.apenergy.2021.118171

  32. Xinyao Li, Jinsong He, Changyun Wen, Xiao-Kang Liu*, “Backstepping-Based Adaptive Control of a Class of Uncertain Incommensurate Fractional-Order Nonlinear Systems With External Disturbance”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69(4): 4087-4095. 10.1109/TIE.2021.3070513

  33. Wu Yang, Yan-Wu Wang, Irinel-Constantin Morarescu, Xiao-Kang Liu*, Yuehua Huang, “Fixed-Time Synchronization of Competitive Neural Networks With Multiple Time Scales”, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33(8): 4133-4138. 10.1109/TNNLS.2021.3052868

  34. Yan-Wu Wang*, Yu Zhang, Jiang-Wen Xiao, Xiao-Kang Liu, “Predefined-Time Secondary Control for DC Microgrid”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69(12): 13504-13513. 10.1109/TIE.2021.3128899

  35. Xuan He, Jiang-Wen Xiao*, Shi-Chang Cui, Xiao-Kang Liu, Yan-Wu Wang, “A New Cooperation Framework With a Fair Clearing Scheme for Energy Storage Sharing”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18(9): 5893-5904. 10.1109/TII.2021.3137823

  36. Yanjun Zhang, Ji-Feng Zhang*, Xiao-Kang Liu, Zhen Liu, “Quantized-output feedback model reference control of discrete-time linear systems”, AUTOMATICA, 2022, 137: 110027. 10.1016/j.automatica.2021.110027

  37. Wu Yang, Xiao-Kang Liu*, Yan-Wu Wang, Zhi-Wei Liu, Jiang-Wen Xiao, “Secure stabilization of singularly perturbed switched systems under deception attacks”, NONLINEAR DYNAMICS, 2022, 108(1): 683-695. 10.1007/s11071-022-07206-y

  38. Qi-Fan Yuan, Yan-Wu Wang, Xiao-Kang Liu*, Zhi-Wei Liu, “Prescribed Performance-Based Secondary Control for DC Microgrid”, IEEE TRANSACTIONS ON ENERGY CONVERSION, 2022, 37(4): 2610-2619. 10.1109/TEC.2022.3186633

  39. Xiao-Kang Liu, Yan-Wu Wang*, Jiang-Wen Xiao, Ming Chi, Zhi-Wei Liu, “Concentrated differentially private average consensus algorithm for a discrete-time network with heterogeneous dynamics”, JOURNAL OF THE FRANKLIN INSTITUTE, 2022, 359(4): 1655-1676. 10.1016/j.jfranklin.2022.01.024

  40. Jian Guo, Yanjun Zhang*, Ji-Feng Zhang, Xiao-Kang Liu, “Finite Quantized-Output Feedback Tracking Control of Possibly Non-Minimum Phase Linear Systems”, IEEE CONTROL SYSTEMS LETTERS, 2022, 6: 2407-2412. 10.1109/LCSYS.2022.3159130

  41. Yanjun Zhang, Ji-Feng Zhang*, Xiao-Kang Liu, “Matrix Decomposition-Based Adaptive Control of Noncanonical Form MIMO DT Nonlinear Systems”, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2022, 67(8): 4330-4337. 10.1109/TAC.2021.3115850

  42. Xinyao Li, Changyun Wen, Xiao-Kang Liu*, “Finite-Dimensional Sampled-Data Control of Fractional-Order Systems”, IEEE CONTROL SYSTEMS LETTERS, 2022, 6: 181-186. 10.1109/LCSYS.2021.3054724

  43. Yan Lei, Yan-Wu Wang*, Xiao-Kang Liu, Zhi-Wei Liu, “Distributed Event-Triggered Synchronization of Interconnected Linear Two-Time-Scale Systems With Switching Topology”, IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52(12): 13714-13726. 10.1109/TCYB.2021.3119067

  44. Bingxu Li, Wenjian Cai*, Xiao-Kang Liu, “A Novel Min-Consensus-Based Distributed Control Method for Multi-Zone Ventilation Systems”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69(8): 8284-8295. 10.1109/TIE.2021.3108709

  45. Siqing Wang, Xiao-Kang Liu*, “Predefined-time Secondary Control for DC Microgrids with Reduced Computational Cost”, 2022 IEEE 17TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION, ICCA, 2022: 85-90. 10.1109/ICCA54724.2022.9831825

  46. Jimin Wang, Ji-Feng Zhang*, Xiao-Kang Liu, “Differentially private resilient distributed cooperative online estimation over digraphs”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 32(15): 8670-8688. 10.1002/rnc.6303

  47. Jia-Rui Chen, Wu Yang*, Xiao-Kang Liu, “Robust fault-tolerant consensus for two time-scales agent systems with sensor faults”, 2022 IEEE 17TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION, ICCA, 2022: 97-102. 10.1109/ICCA54724.2022.9831938

  48. Xiao-Kang Liu, Changyun Wen, Qianwen Xu*, Yan-Wu Wang, “Resilient Control and Analysis for DC Microgrid System Under DoS and Impulsive FDI Attacks”, IEEE TRANSACTIONS ON SMART GRID, 2021, 12(5): 3742-3754. 10.1109/TSG.2021.3072218

  49. Lantao Xing, Fanghong Guo, Xiao-Kang Liu, Changyun Wen*, Yateendra Mishra, Yu-Chu Tian, “Voltage Restoration and Adjustable Current Sharing for DC Microgrid With Time Delay via Distributed Secondary Control”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2021, 12(2): 1068-1077. 10.1109/TSTE.2020.3032605

  50. Shichang Cui, Yan-Wu Wang*, Xiao-Kang Liu, Zhuo Wang, Jiang-Wen Xiao, “Economic Storage Sharing Framework: Asymmetric Bargaining-Based Energy Cooperation”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17(11): 7489-7500. 10.1109/TII.2021.3053296

  51. Qi-Fan Yuan, Yan-Wu Wang, Xiao-Kang Liu*, Yan Lei, “Distributed Fixed-Time Secondary Control for DC Microgrid Via Dynamic Average Consensus”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2021, 12(4): 2008-2018. 10.1109/TSTE.2021.3076483

  52. Jiaqi Yan, Changyun Wen, Xiao-Kang Liu, Lantao Xing*, “Resilient Impulsive Control for Second-Order Consensus Under Malicious Nodes”, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2021, 68(6): 1962-1966. 10.1109/TCSII.2020.3030081

  53. Xinyao Li, Changyun Wen, Xiao-Kang Liu*, “Sampled-Data Control Based Consensus of Fractional-Order Multi-Agent Systems”, IEEE CONTROL SYSTEMS LETTERS, 2021, 5(1): 133-138. 10.1109/LCSYS.2020.3000321

  54. Yanjun Zhang, Ji-Feng Zhang*, Xiao-Kang Liu, “Implicit function based adaptive control of non-canonical form discrete-time nonlinear systems”, AUTOMATICA, 2021, 129: 109629. 10.1016/j.automatica.2021.109629

  55. Xiao-Kang Liu, Yan-Wu Wang*, Pengfeng Lin, Peng Wang, “Distributed Supervisory Secondary Control for a DC Microgrid”, IEEE TRANSACTIONS ON ENERGY CONVERSION, 2020, 35(4): 1736-1746. 10.1109/TEC.2020.2994251

  56. Xiao-Kang Liu, Ji-Feng Zhang*, Jimin Wang, “Differentially private consensus algorithm for continuous-time heterogeneous multi-agent systems”, AUTOMATICA, 2020, 122: 109283. 10.1016/j.automatica.2020.109283

  57. Xiao-Kang Liu, He Jiang, Yan-Wu Wang, Haibo He*, “A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation”, IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2020, 4(2): 119-129. 10.1109/TETCI.2018.2863747

  58. Xiao-Kang Liu, Jiaqi Yan, Lantao Xing*, Changyun Wen, “Constrained Consensus-based Iterative Algorithm for Economic Dispatch in Power Systems”, IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020: 3537-3542. 10.1109/iecon43393.2020.9255216

  59. Xiaolei Li, Xiao-Kang Liu, Jiange Wang*, “Resilient Consensus Control for Networked Lagrangian Systems With Constant Time Delay and External Disturbance”, 2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020: 4507-4512. 10.1109/CAC51589.2020.9327015

  60. Ying Zou, Xiao-Kang Liu, Chao Deng*, “Dynamic Output Feedback Control of Nonlinear Cyber-Physical Systems under DoS Attacks: A T-S Fuzzy Resilient Control Approach”, 2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020: 5990-5995. 10.1109/CAC51589.2020.9326824

  61. Yan-Wu Wang*, Yao-Wen Wei, Xiao-Kang Liu, Nan Zhou, Christos G. Cassandras, “Optimal Persistent Monitoring Using Second-Order Agents With Physical Constraints”, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64(8): 3239-3252. 10.1109/TAC.2018.2879946

  62. Ngoc-Tu Tran, Yan-Wu Wang*, Xiao-Kang Liu, Jiang-Wen Xiao, Yan Lei, “Distributed optimization problem for second-order multi-agent systems with event-triggered and time-triggered communication”, JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2019, 356(17): 10196-10215. 10.1016/j.jfranklin.2018.02.009

  63. Yan-Wu Wang*, Wu Yang, Xiao-Kang Liu, Wu-Hua Chen, “Dissipativity of Singularly Perturbed Lur’e Systems”, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2019, 66(9): 1532-1536. 10.1109/TCSII.2018.2885702

  64. Yan-Wu Wang, Xiao-Kang Liu, Jiang-Wen Xiao*, Yanjun Shen, “Output formation-containment of interacted heterogeneous linear systems by distributed hybrid active control”, AUTOMATICA, 2018, 93: 26-32. 10.1016/j.automatica.2018.03.020

  65. Xiao-Kang Liu, Haibo He*, Yan-Wu Wang, Qianwen Xu, Fanghong Guo, “Distributed Hybrid Secondary Control for a DC Microgrid via Discrete-Time Interaction”, IEEE TRANSACTIONS ON ENERGY CONVERSION, 2018, 33(4): 1865-1875. 10.1109/TEC.2018.2850279

  66. He Jiang, Xiao-Kang Liu, Haibo He*, Chengzhi Yuan, Danil Prokhorov, “Neural Network Based Distributed Consensus Control for Heterogeneous Multi-agent Systems”, 2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018: 5175-5180. 10.23919/ACC.2018.8431744

  67. Xiao-Kang Liu, Haibo He*, Yan-Wu Wang, “Optimal Power Sharing Control for DC Microgrids via Adaptive Dynamic Programming”, 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018. 10.1109/PESGM.2018.8586311

  68. Yan-Wu Wang*, Xiao-Kang Liu, Jiang-Wen Xiao, Xiangning Lin, “Output formation-containment of coupled heterogeneous linear systems under intermittent communication”, JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354(1): 392-414. 10.1016/j.jfranklin.2016.10.011

  69. Xiao-Kang Liu, Yan-Wu Wang*, Jiang-Wen Xiao, Wu Yang, “Distributed hierarchical control design of coupled heterogeneous linear systems under switching networks”, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2017, 27(8): 1242-1259. 10.1002/rnc.3625

  70. Ngoc-Tu Tran, Yan-Wu Wang*, Xiao-Kang Liu, Jiang-Wen Xiao, “Distributed optimisation of second-order multi-agent systems by control algorithm using position-only interaction with time-varying delay”, IET CONTROL THEORY AND APPLICATIONS, 2017, 11(15): 2549-2558. 10.1049/iet-cta.2017.0064

  71. Xiao-Kang Liu, Yan-Wu Wang*, Huaicheng Yan, Xiaoping Wang, Xiaoya Hu, “Hybrid Consensus-based Algorithm for Distributed Economic Dispatch Problem”, IFAC PAPERSONLINE, 2017, 50(1): 177-182. 10.1016/j.ifacol.2017.08.030

  72. Yan Lei, Yan-Wu Wang*, Hua Chen, Xiao-Kang Liu, “Distributed Control of Heterogeneous Linear Multi-Agent Systems by Intermittent Event-Triggered Control”, 2017 32ND YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2017: 34-39. 10.1109/YAC.2017.7967374

  73. Ngoc-Tu Tran, Xiao-Kang Liu, Yan-Wu Wang*, “Distributed optimization problem for second-order multi-agent networks with only position interaction”, PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016: 2746-2750. 10.1109/ChiCC.2016.7553779

  74. Meng Liu, Yan-Wu Wang*, Jiang-Wen Xiao, Xiao-Kang Liu, “Formation tracking control for multi-agent systems with nonlinear dynamics via impulsive control”, 26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014: 3669-3674. 10.1109/CCDC.2014.6852817

📬 Contact

  • Email: xiaokangliu@hust.edu.cn
  • Office: Room 518, Nanyi Building, School of Artificial Intelligence and Automation, HUST