Universal Fuzzy Integral Sliding-Mode Controllers Based on T-S Fuzzy Models
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Article number | 6508921 |
Pages (from-to) | 350 - 362 |
Journal / Publication | IEEE Transactions on Fuzzy Systems |
Volume | 22 |
Issue number | 2 |
Online published | 25 Apr 2013 |
Publication status | Published - Apr 2014 |
Link(s)
Abstract
This paper addresses the universal fuzzy integral sliding-mode controllers' problem for continuous-time multi-input multi-output nonlinear systems based on Takagi-Sugeno (T-S) fuzzy models. By using the approximation capability of T-S fuzzy models, the nonlinear systems are expressed by uncertain T-S fuzzy models with norm-bounded approximation errors. A novel fuzzy dynamic integral sliding-mode control (DISMC) scheme is then developed for the nonlinear systems based on their T-S fuzzy approximation models. One of the key features of the new DISMC scheme is that the restrictive assumption that all local linear systems share a common input matrix, which is required in most existing fuzzy integral sliding-mode control (ISMC) approaches, is removed. Furthermore, the results of universal fuzzy ISMCs for two classes of nonlinear systems, along with constructive procedures to obtain the universal fuzzy ISMCs, are provided, respectively. Finally, the advantages and effectiveness of the proposed approaches are illustrated via a numerical example.
Research Area(s)
- Dynamic integral sliding-mode controllers, Takagi-Sugeno (T-S) fuzzy models, universal fuzzy integral sliding-mode controllers
Citation Format(s)
Universal Fuzzy Integral Sliding-Mode Controllers Based on T-S Fuzzy Models. / Gao, Qing; Liu, Lu; Feng, Gang et al.
In: IEEE Transactions on Fuzzy Systems, Vol. 22, No. 2, 6508921, 04.2014, p. 350 - 362.
In: IEEE Transactions on Fuzzy Systems, Vol. 22, No. 2, 6508921, 04.2014, p. 350 - 362.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review