Stability analysis and dynamic regulation of multi-dimensional Taylor network controller for SISO nonlinear systems with time-varying delay

被引:40
|
作者
Kang, An-Ming [1 ,2 ]
Yan, Hong-Sen [1 ,2 ]
机构
[1] Southeast Univ, Key Lab Measurement & Control Complex Syst Engn, Minist Educ, Nanjing 210096, Jiangsu, Peoples R China
[2] Southeast Univ, Sch Automat, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Nonlinear systems with time-varying delay; Multi-dimensional Taylor network (MTN) controller; Stability analysis; Dynamic regulation; SLIDING-MODE CONTROL; OUTPUT; INPUT; LINEARIZATION; STABILIZATION; OBSERVER; STATES;
D O I
10.1016/j.isatra.2017.12.001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Though many studies are focused on the stabilization of nonlinear systems with time-varying delay, they fail to involve the dynamic regulation without on-line optimization commonly. For this sake, feedback linearization, Lyapunov-Razumikhin theorem and polynomial approximation theorem are employed here to verify that the multi-dimensional Taylor network (MTN) controller can stabilize the single input single output (SISO) nonlinear time-varying delay systems through dynamic regulation of the system output with no need for on-line optimization. Here, the design of the controller is transformed into a convex optimization problem, which is tackled by means of the appropriate optimization method. Like its PD-like controller peers, the MTN controller functions well in eliminating the dependence on the system model. The effectiveness of the proposed approach is demonstrated and confirmed via two examples. (C) 2017 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:31 / 39
页数:9
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