Robust Fault Estimation Design for Discrete-Time Nonlinear Systems via A Modified Fuzzy Fault Estimation Observer

被引:22
作者
Xie, Xiang-Peng [1 ,2 ,3 ]
Yue, Dong [1 ,2 ]
Park, Ju H. [3 ]
机构
[1] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210003, Jiangsu, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Jiangsu Engn Lab Big Data Anal & Control Act Dist, Nanjing 210003, Jiangsu, Peoples R China
[3] Yeungnam Univ, Dept Elect Engn, 280 Daehak Ro, Kyongsan 38541, South Korea
基金
新加坡国家研究基金会;
关键词
Fault detection; Fault estimation; Slack variables; Fuzzy systems; Switching law; FILTER DESIGN; STABILIZATION; MODEL;
D O I
10.1016/j.isatra.2017.12.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper provides relaxed designs of fault estimation observer for nonlinear dynamical plants in the Takagi Sugeno form. Compared with previous theoretical achievements, a modified version of fuzzy fault estimation observer is implemented with the aid of the so-called maximum-priority-based switching law. Given each activated switching status, the appropriate group of designed matrices can be provided so as to explore certain key properties of the considered plants by means of introducing a set of matrix-valued variables. Owing to the reason that more abundant information of the considered plants can be updated in due course and effectively exploited for each time instant, the conservatism of the obtained result is less than previous theoretical achievements and thus the main defect of those existing methods can be overcome to some extent in practice. Finally, comparative simulation studies on the classical nonlinear truck-trailer model are given to certify the benefits of the theoretic achievement which is obtained in our study. (C) 2017 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:22 / 30
页数:9
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