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Adaptive finite-time control of stochastic nonlinear systems with actuator failures
Wang, Fang1; Liu, Zhi2; Zhang, Yun2; Chen, C. L.Philip3
2019-11-01
Source PublicationFuzzy Sets and Systems
ISSN0165-0114
Volume374Pages:170-183
Abstract

This paper investigates a finite-time tracking control of stochastic nonlinear systems with actuator failures. As the nonlinearities and actuator failures are completely unknown, the existing control methods are unavailable. By applying an approximation property of fuzzy logic systems, an adaptive finite-time control strategy is presented. Since the existing finite time stability criterion can not deal with the finite time control under the effect of approximation error, Lemma 5 is first established. Under the proposed scheme, the actuator failures are compensated successfully, and the finite-time tracking performance and stability of stochastic nonlinear system are assured. Based on Lemma 5 and Jessen's inequality, the finite-time stability of stochastic nonlinear systems is proved.

KeywordActuator Failures Adaptive Fuzzy Control Finite-time Stability Stochastic Nonlinear Systems
DOI10.1016/j.fss.2018.12.005
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Theory & Methods ; Mathematics, Applied ; Statistics & Probability
WOS IDWOS:000482587300010
PublisherELSEVIERRADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS
Scopus ID2-s2.0-85058528752
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorWang, Fang; Liu, Zhi
Affiliation1.College of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, 266590, China
2.Faculty of Automation, Guangdong University of Technology, Guangdong, Guangzhou, 510006, China
3.Faculty of Science and Technology, University of Macau, China
Recommended Citation
GB/T 7714
Wang, Fang,Liu, Zhi,Zhang, Yun,et al. Adaptive finite-time control of stochastic nonlinear systems with actuator failures[J]. Fuzzy Sets and Systems, 2019, 374, 170-183.
APA Wang, Fang., Liu, Zhi., Zhang, Yun., & Chen, C. L.Philip (2019). Adaptive finite-time control of stochastic nonlinear systems with actuator failures. Fuzzy Sets and Systems, 374, 170-183.
MLA Wang, Fang,et al."Adaptive finite-time control of stochastic nonlinear systems with actuator failures".Fuzzy Sets and Systems 374(2019):170-183.
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