Privacy-preserving unknown input observer-based decentralized predictive control of Microgrids

被引:0
|
作者
Chen, Changzhi [1 ]
Chen, Mengdi [1 ]
Lu, Shaohang [1 ]
Han, Kezhen [1 ]
机构
[1] Jinan Univ, Sch Elect Engn, Jinan 250022, Peoples R China
来源
2022 41ST CHINESE CONTROL CONFERENCE (CCC) | 2022年
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Decentralized Predictive Control; Microgrid; Integrated Design; Privacy-Preserving; Unknown Input Observer; FREQUENCY CONTROL; MODEL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the decentralized predictive control problem for microgrids. The proposed constrained control method has the following advantages: (1) it takes into account the privacy protection of the control system, which helps to protect the network transmission data and block the influence of eavesdropping attacks; (2) the observer and the controller are determined by the integrated design, which helps to reduce the influence of the bi-directional interaction error between the estimation error and the control error and improve the robustness of the predictive control. Finally, the validity of the above conclusions obtained in this paper is verified by a numerical example.
引用
收藏
页码:293 / 298
页数:6
相关论文
共 50 条
  • [1] A Privacy-Preserving Distributed Control Strategy in Islanded AC Microgrids
    Wang, Ziqiang
    Ma, Meiling
    Zhou, Quan
    Xiong, Linyun
    Wang, Lingling
    Wang, Jinming
    Wang, Jie
    IEEE TRANSACTIONS ON SMART GRID, 2022, 13 (05) : 3369 - 3382
  • [2] Unknown Input Observer-Based Series DC Arc Fault Detection in DC Microgrids
    Yao, Xiu
    Le, Vu
    Lee, Inhwan
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2022, 37 (04) : 4708 - 4718
  • [3] PRIVACY-PRESERVING NONPARAMETRIC DECENTRALIZED DETECTION
    Sun, Meng
    Tay, Wee Peng
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 6270 - 6274
  • [4] Unknown input observer-based active fault tolerant control for induction machine
    Guezmil A.
    Berriri H.
    Sakly A.
    Mimouni M.F.
    International Journal of Dynamics and Control, 2018, 6 (02) : 726 - 738
  • [5] Unknown input observer-based appointed-time funnel control for quadrotors
    Zhang, Wenhao
    Shao, Xingling
    Zhang, Wendong
    Qi, Jiaping
    Li, Haoze
    AEROSPACE SCIENCE AND TECHNOLOGY, 2022, 126
  • [6] Privacy-Preserving Electricity Trading for Connected Microgrids
    Alas, Oriol
    Sebe, Francesc
    APPLIED SCIENCES-BASEL, 2024, 14 (04):
  • [7] Privacy-Preserving Distributed Control Strategy for Optimal Economic Operation in Islanded Reconfigurable Microgrids
    Zhou, Quan
    Shahidehpour, Mohammad
    Alabdulwahab, Ahmed
    Abusorrah, Abdullah
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2020, 35 (05) : 3847 - 3856
  • [8] Privacy-Preserving and Decentralized Federated Learning Model Based on the Blockchain
    Zhou W.
    Wang C.
    Xu J.
    Hu K.
    Wang J.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2022, 59 (11): : 2423 - 2436
  • [9] GAIN: Decentralized Privacy-Preserving Federated Learning
    Jiang, Changsong
    Xu, Chunxiang
    Cao, Chenchen
    Chen, Kefei
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 78
  • [10] Privacy-preserving Decentralized Federated Deep Learning
    Zhu, Xudong
    Li, Hui
    PROCEEDINGS OF ACM TURING AWARD CELEBRATION CONFERENCE, ACM TURC 2021, 2021, : 33 - 38