TY - JOUR
T1 - Delay-dependent robust stability analysis for time-delay T-S fuzzy systems with nonlinear local models
AU - Figueredo, Luis Felipe Da Cruz
AU - Ishihara, João Yoshiyuki
AU - Borges, Geovany Araújo
AU - Bauchspiess, Adolfo
PY - 2013/4
Y1 - 2013/4
N2 - This paper addresses the robust stability problem for nonlinear systems subjected to model uncertainties and with time-delay and its derivative varying within intervals. The nonlinear time-delay system is described by a new Takagi-Sugeno fuzzy model consisted of local nonlinear time-delay systems. The new fuzzy model has fewer fuzzy rules than conventional T-S fuzzy models with local linear time-delay systems; therefore, can be more easily derived in practical situations. To reduce conservatism concerning both models, a stability analysis which incorporates state-of-the-art stability techniques with an improved piecewise analysis method, amended with novel delay-interval-dependent terms, is proposed. The proposed analysis, based on a novel fuzzy weighting-dependent Lyapunov-Krasovskii functional, considers that the delay-derivative is either upper and lower bounded, bounded above only, or unbounded, i.e.; when no restrictions are cast upon the derivative. Numerical examples are provided to enlighten the importance and the conservatism reduction of the proposed method which outperforms state-of-the-art criteria in time-delay systems literature.
AB - This paper addresses the robust stability problem for nonlinear systems subjected to model uncertainties and with time-delay and its derivative varying within intervals. The nonlinear time-delay system is described by a new Takagi-Sugeno fuzzy model consisted of local nonlinear time-delay systems. The new fuzzy model has fewer fuzzy rules than conventional T-S fuzzy models with local linear time-delay systems; therefore, can be more easily derived in practical situations. To reduce conservatism concerning both models, a stability analysis which incorporates state-of-the-art stability techniques with an improved piecewise analysis method, amended with novel delay-interval-dependent terms, is proposed. The proposed analysis, based on a novel fuzzy weighting-dependent Lyapunov-Krasovskii functional, considers that the delay-derivative is either upper and lower bounded, bounded above only, or unbounded, i.e.; when no restrictions are cast upon the derivative. Numerical examples are provided to enlighten the importance and the conservatism reduction of the proposed method which outperforms state-of-the-art criteria in time-delay systems literature.
KW - Delay partitioning
KW - Delay-dependent stability
KW - Fuzzy Lyapunov functional
KW - Nonlinear systems
KW - T-S fuzzy models
KW - Time-delay systems
UR - http://www.scopus.com/inward/record.url?scp=84879619733&partnerID=8YFLogxK
U2 - 10.1007/s40313-013-0007-4
DO - 10.1007/s40313-013-0007-4
M3 - Article
AN - SCOPUS:84879619733
SN - 2195-3880
VL - 24
SP - 11
EP - 21
JO - Journal of Control, Automation and Electrical Systems
JF - Journal of Control, Automation and Electrical Systems
IS - 1-2
ER -