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
[31]   Practical Privacy-Preserving Community Detection in Decentralized Weighted Networks [J].
Han, Tingxuan ;
Tong, Wei ;
Niu, Jiacheng ;
Zhong, Sheng .
SECURITY AND PRIVACY IN COMMUNICATION NETWORKS, PT II, SECURECOMM 2023, 2025, 568 :302-320
[32]   A novel distributed privacy-preserving control and data collection method for IoT-centric microgrids [J].
Alavi, Seyed Amir ;
Javadipour, Mehrnaz ;
Rahimian, Ardavan ;
Mehran, Kamyar .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (10) :2249-2259
[33]   DPFDT: Decentralized Privacy-preserving Fair Data Trading System [J].
Li, Xiangyu ;
Cao, Zhenfu ;
Shen, Jiachen ;
Dong, Xiaolei .
2021 17TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING (MSN 2021), 2021, :183-190
[34]   Decentralized and Privacy-Preserving Low-Rank Matrix Completion [J].
Lin A.-Y. ;
Ling Q. .
Journal of the Operations Research Society of China, 2015, 3 (02) :189-205
[35]   Disturbance Observer-Based Attitude Control for Spacecraft With Input MRS [J].
Zou, An-Min ;
de Ruiter, Anton H. J. ;
Kumar, Krishna Dev .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 55 (01) :384-396
[36]   Multi-Observer Privacy-Preserving Hidden Markov Models [J].
Nguyen, Hung X. ;
Roughan, Matthew .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (23) :6010-6019
[37]   Unknown Input Observer-Based Fixed-Time Trajectory Tracking Control for QUAV with Actuator Saturation and Faults [J].
Shao, Shikai ;
Xu, Shuangyin ;
Zhao, Yuanjie ;
Wu, Xiaojing .
DRONES, 2023, 7 (06)
[38]   Unknown input observer-based consensus control of uncertain multi-agent systems under intermittent communication [J].
Luo, Miaohong ;
An, Qing ;
Su, Housheng ;
Chen, Yin .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2024, 361 (18)
[39]   VRepChain: A Decentralized and Privacy-Preserving Reputation System for Social Internet of Vehicles Based on Blockchain [J].
Liu, Yuan ;
Xiong, Zehui ;
Hu, Qin ;
Niyato, Dusit ;
Zhang, Jie ;
Miao, Chunyan ;
Leung, Cyril ;
Tian, Zhihong .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (12) :13242-13253
[40]   Privacy-Preserving Operational Decision Making for Networked Autonomous Microgrids Based on Bilevel Mixed-Integer Optimization [J].
Han, Xutao ;
Li, Zhiyi ;
Li, Zuyi ;
Zhao, Yi ;
Ban, Mingfei .
IEEE TRANSACTIONS ON SMART GRID, 2024, 15 (03) :2881-2897