A Modified Disturbance-Rejection Approach in Networked Control Systems Based on Adaptive Model Predictive Control and Equivalent-Input-Disturbance

被引:1
|
作者
Li, Meiliu [1 ,2 ,3 ]
She, Jinhua [4 ]
Liu, Zhen-Tao [1 ,2 ,3 ]
He, Wangyong [1 ,2 ,3 ]
Wang, Feng [1 ,2 ,3 ]
Zhao, Juan [1 ,2 ,3 ]
Ohyama, Yasuhiro [4 ]
机构
[1] China Univ Geosci, Sch Automat, 388 Lumo Rd, Wuhan 430074, Peoples R China
[2] Hubei Key Lab Adv Control & Intelligent Automat C, 388 Lumo Rd, Wuhan 430074, Peoples R China
[3] Minist Educ, Engn Res Ctr Intelligent Technol Geoexplorat, 388 Lumo Rd, Wuhan 430074, Peoples R China
[4] Tokyo Univ Technol, Sch Engn, 1404-1 Katakura, Hachioji, Tokyo 1920982, Japan
基金
中国国家自然科学基金;
关键词
packet losses; time delays; networked control system; adaptive model predictive control (AMPC); equivalent input disturbance (EID); STABILIZATION;
D O I
10.20965/jaciii.2022.p0495
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an adaptive compensation control strategy for packet losses, time delays, and exogenous disturbances in a networked control system. The structure consists of five parts: a plant, a Luenberger observer, an equivalent-input-disturbance (EID) estimator, an adaptive model predictive controller (AMPC), and a network. The AMPC in the local main control room produces an adaptive tracking gain, which can ensure the effective tracking of the reference signal in the presence of uncertainty and time delays in the plant. The EID estimator at the local site compensates for packet losses and exogenous disturbances through an independently designed state observer and a low-pass filter. A practical application case results show the effectiveness of the presented method compared with the conventional EID approach.
引用
收藏
页码:495 / 503
页数:9
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