Study of reliable design using T-S fuzzy modeling and integral sliding mode control schemes

Yew Wen Liang, Chih-Chiang Chen, Sendren Sheng Dong Xu

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

This paper investigates robust active reliable control issues using a combination of Takagi-Sugeno (T-S) fuzzy system modeling and Integral Sliding Mode Control (ISMC) schemes. The presented reliable scheme is shown to retain the benefits of both T-S modeling and ISMC design. It not only alleviates the online computational burden due to the use of the T-S model but also preserves the many advantages of the ISMC scheme. Using the presented reliable scheme, the control mission can be successfully achieved without prompt external support even when some of the actuators fail to operate. Moreover, because the ISMC design allows the engineer to predict the performance of the uncertain system from that of the nominal control system, the presented reliable scheme also possesses a degree of freedom in the design of the nominal controller for better system performance of normally operated and different faulty, uncertain situations. An illustrative example is also given to demonstrate the benefits of the proposed scheme.

Original languageEnglish
Pages (from-to)233-243
Number of pages11
JournalInternational Journal of Fuzzy Systems
Volume15
Issue number2
Publication statusPublished - 2013

Fingerprint

Sugeno Integral
Fuzzy Integral
Fuzzy Modeling
Sliding mode control
Sliding Mode Control
Control Design
Categorical or nominal
Uncertain systems
Fuzzy systems
Takagi-Sugeno Model
Reliable Control
Takagi-Sugeno Fuzzy Systems
Actuators
Active Control
Uncertain Systems
Control systems
Engineers
System Modeling
Controllers
Design

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Software
  • Computational Theory and Mathematics
  • Artificial Intelligence

Cite this

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Study of reliable design using T-S fuzzy modeling and integral sliding mode control schemes. / Liang, Yew Wen; Chen, Chih-Chiang; Xu, Sendren Sheng Dong.

In: International Journal of Fuzzy Systems, Vol. 15, No. 2, 2013, p. 233-243.

Research output: Contribution to journalArticle

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