Event-triggered hybrid control strategy based on hybrid automata and decision tree for microgrid

被引:4
|
作者
Dou, Chunxia [1 ,2 ]
Teng, Shengqi [1 ]
Zhang, Tengfei [3 ]
Zhang, Bo [1 ]
Ma, Kai [1 ]
机构
[1] Yanshan Univ, Inst Elect Engn, Qinhuangdao, Hebei, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Jiangsu, Peoples R China
[3] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210003, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-agent systems; decision trees; decentralised control; distributed power generation; continuous systems; discrete systems; automata theory; switching systems (control); microgrid system; coordinated control strategy; decentralised control strategy; hybrid automata; event-triggered hybrid control strategy; decision tree; multimodel switching; island mode; multi-agent system theory; MULTIAGENT SYSTEM; FREQUENCY; VOLTAGE; MANAGEMENT;
D O I
10.1049/iet-gtd.2018.6928
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The event-triggered hybrid control is proposed in this study to realise multi-model switching when the microgrid system is operating in the island mode. The hybrid control includes decentralised control strategy and coordinated control strategy. Firstly, control commands in the hybrid control strategy are triggered by the event triggering mechanism including trigger events and trigger conditions. When a trigger condition is met, the corresponding event is triggered to execute the corresponding control command. Secondly, the microgrid system is divided into an upper control layer and a lower execution layer by using the multi-agent system theory. For the upper control layer, a coordinated control strategy based on decision tree algorithm is designed, which can not only issue switching control commands to the lower execution layer, but also reduce the number of switching, improve system stability, and enrich the control strategy. For the lower execution layer, a decentralised control strategy is designed to realise distributed operation of the underlying units. Finally, the model of hybrid automata of each unit is established to ensure the smooth switching of working modes of each unit. The simulation results verify the effectiveness of the event-triggered hybrid control strategy for controlling the microgrid.
引用
收藏
页码:3066 / 3077
页数:12
相关论文
共 50 条
  • [1] Distributed Model-Free Adaptive Control Strategy for Hybrid AC/DC Microgrid With Event-Triggered Mechanism
    Yang, Chang
    Zheng, Tao
    Bu, Ming
    Li, Pengyu
    Guerrero, Josep M.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (08) : 9077 - 9086
  • [2] Layered management and hybrid control strategy based on hybrid automata and random forest for microgrid
    Dou, Chunxia
    Teng, Shengqi
    Zhang, Tengfei
    Zhang, Bo
    Ma, Kai
    IET RENEWABLE POWER GENERATION, 2019, 13 (16) : 3113 - 3123
  • [3] MAS Based Event-Triggered Hybrid Control for Smart Microgrids
    Dou, C. X.
    Liu, B.
    Guerrero, Josep M.
    39TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2013), 2013, : 1712 - 1717
  • [4] Hybrid Event-Triggered and Impulsive Control Strategy for Multiagent Systems With Switching Topologies
    Hu, Taotao
    Liu, Xinzhi
    He, Zheng
    Zhang, Xiaojun
    Zhong, Shouming
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (07) : 6283 - 6294
  • [5] Coordinated Control Method of Multiple Hybrid Energy Storage Systemin DC Microgrid Based on Event-Triggered Mechanism
    Guo W.
    Zhao H.
    Guo, Wei (guoweincepu@126.com), 1600, China Machine Press (35): : 1140 - 1151
  • [6] Flocking with a Virtual Leader Based on Distributed Event-triggered Hybrid Control
    Yu Pian
    Ding Li
    Liu Zhi-Wei
    Guan Zhi-Hong
    Hu Mei-Xuan
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 6947 - 6952
  • [7] Distributed Active Power Sharing Control for Hybrid Microgrids With Dynamic Event-Triggered Strategy
    Lu, Chengyi
    Wan, Shiwang
    Wu, Zipeng
    Gao, Zhiliang
    Fang, Xiaohan
    Fan, Yuan
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 3785 - 3790
  • [8] Event-triggered hybrid control based on multi-agent system for microgrids
    Dou, Chun-xia
    Liu, Bin
    Guerrero, Josep M.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2014, 8 (12) : 1987 - 1997
  • [9] Leader-follower flocking based on distributed event-triggered hybrid control
    Yu, Pian
    Ding, Li
    Liu, Zhi-Wei
    Guan, Zhi-Hong
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 26 (01) : 143 - 153
  • [10] Event-Triggered Control for LPV Systems Under Hybrid Cyberattacks
    Márcia L. C. Peixoto
    Paulo S. P. Pessim
    Pedro H. S. Coutinho
    Iury Bessa
    Reinaldo M. Palhares
    Journal of Control, Automation and Electrical Systems, 2024, 35 : 252 - 265