Adaptive Event-Triggered Predictive Control for Finite Time Microgrid

被引：40
|
作者：
Yan, Huaicheng [1 ,2 ]
Han, Jiwen [3 ]
Zhang, Hao [4 ]
Zhan, Xisheng [5 ]
Wang, Yueying [6 ]
机构：
[1] East China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China
[2] Tongji Univ, Shanghai Inst Intelligent Sci & Technol, Shanghai 200092, Peoples R China
[3] East China Univ Sci & Technol, Sch Informat Sci & Engn, Shanghai 200237, Peoples R China
[4] Tongji Univ, Dept Control Sci & Engn, Shanghai 200092, Peoples R China
[5] Hubei Normal Univ, Coll Mechatron & Control Engn, Huangshi 435002, Hubei, Peoples R China
[6] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
来源：
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | 2020年 / 67卷 / 03期
基金：
中国国家自然科学基金;
关键词：
Adaptive event-triggered mechanism; predictive control; finite time; microgrid; communication network; LOAD FREQUENCY CONTROL; FAULT-DETECTION; SYSTEMS; DESIGN; STABILIZATION;
D O I：
10.1109/TCSI.2019.2953958
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：
In this paper, the adaptive event-triggered predictive control (AETPC) for finite time microgrid is considered and the AETPC design takes the presence of the packet loss into account in the communication network when the state information is transmitted between the microgrid and the large power grid. In order to solve this issue on packet loss phenomenon, a prediction model is proposed to predict the packet loss. An event-triggered mechanism with adaptive adjustment parameters is also proposed to save network resources. The control performance with finite time is studied to ensure that the large power grid can obtain the state information of the microgrid in a finite time. Finally, the effectiveness of the proposed algorithm is verified by the simulation example of the microgrid.
引用
收藏
页码：1035 / 1044
页数：10
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