Hybrid control of a parallel platform based on pneumatic artificial muscles combining sliding mode controller and adaptive fuzzy CMAC

A three degree of freedom parallel platform based on pneumatic artificial muscle (TDOFPPM) with obvious features of nonlinearity, uncertainty and coupling is introduced in this paper. It would be a challenge to control a nonlinear system with strong uncertainties. The complexity of air flow and the...

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Published inControl engineering practice Vol. 21; no. 1; pp. 76 - 86
Main Authors Shi, G.L., Shen, W.
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.01.2013
Subjects
Online AccessGet full text
ISSN0967-0661
1873-6939
DOI10.1016/j.conengprac.2012.09.010

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Abstract A three degree of freedom parallel platform based on pneumatic artificial muscle (TDOFPPM) with obvious features of nonlinearity, uncertainty and coupling is introduced in this paper. It would be a challenge to control a nonlinear system with strong uncertainties. The complexity of air flow and the hysteresis of pneumatic artificial muscle are the main uncertainties in the TDOFPPM system. A hybrid controller combining sliding mode controller and adaptive fuzzy CMAC (AFCMAC) uncertainty compensator has been proposed for TDOFPPM. In order to guarantee the approximation ability for those main uncertainties, the input space and parallel structure are carefully designed for AFCMAC compensator. Finally a TDOFPPM experiment facility is introduced and the posture tracking control of TDOFPPM under two reference input signals are presented. The experiment results indicate the performance of hybrid controller is favorable.
AbstractList A three degree of freedom parallel platform based on pneumatic artificial muscle (TDOFPPM) with obvious features of nonlinearity, uncertainty and coupling is introduced in this paper. It would be a challenge to control a nonlinear system with strong uncertainties. The complexity of air flow and the hysteresis of pneumatic artificial muscle are the main uncertainties in the TDOFPPM system. A hybrid controller combining sliding mode controller and adaptive fuzzy CMAC (AFCMAC) uncertainty compensator has been proposed for TDOFPPM. In order to guarantee the approximation ability for those main uncertainties, the input space and parallel structure are carefully designed for AFCMAC compensator. Finally a TDOFPPM experiment facility is introduced and the posture tracking control of TDOFPPM under two reference input signals are presented. The experiment results indicate the performance of hybrid controller is favorable.
Author Shi, G.L.
Shen, W.
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Issue 1
Keywords Pneumatic artificial muscle
Adaptive fuzzy CMAC
Hybrid control
Sliding mode control
Parallel platform
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Snippet A three degree of freedom parallel platform based on pneumatic artificial muscle (TDOFPPM) with obvious features of nonlinearity, uncertainty and coupling is...
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SubjectTerms Adaptive fuzzy CMAC
Artificial muscles
CMAC
Compensators
Fuzzy
Fuzzy set theory
Hybrid control
Mathematical analysis
Parallel platform
Pneumatic artificial muscle
Pneumatics
Sliding mode control
Uncertainty
Title Hybrid control of a parallel platform based on pneumatic artificial muscles combining sliding mode controller and adaptive fuzzy CMAC
URI https://dx.doi.org/10.1016/j.conengprac.2012.09.010
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