Fuzzy Control Under Spatially Local Averaged Measurements for Nonlinear Distributed Parameter Systems With Time-Varying Delay
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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Pages (from-to) | 1359-1369 |
Journal / Publication | IEEE Transactions on Cybernetics |
Volume | 51 |
Issue number | 3 |
Online published | 4 Jun 2019 |
Publication status | Published - Mar 2021 |
Link(s)
Abstract
This paper introduces a fuzzy control (FC) under spatially local averaged measurements (SLAMs) for nonlinear-delayed distributed parameter systems (DDPSs) represented by parabolic partial differential-difference equations (PDdEs), where the fast-varying time delay and slow-varying one are considered. A Takagi-Sugeno (T-S) fuzzy PDdE model is first derived to exactly describe the nonlinear DDPSs. Then, by virtue of the T-S fuzzy PDdE model and a Lyapunov-Krasovskii functional, an FC design under SLAMs, where the membership functions of the proposed FC law are determined by the measurement output and independent of the fuzzy PDdE plant model, is developed on basis of spatial linear matrix inequalities (SLMIs) to guarantee the exponential stability for the resulting closed-loop DDPSs. Lastly, a numerical example is offered to support the presented approach.
Research Area(s)
- Mathematical model, Delays, Delay effects, Linear matrix inequalities, Fuzzy control, Distributed parameter systems, Sensors, Delayed distributed parameter systems (DDPSs), fuzzy control (FC), spatial linear matrix inequality (SLMI), spatially local averaged measurements (SLAMs)
Citation Format(s)
Fuzzy Control Under Spatially Local Averaged Measurements for Nonlinear Distributed Parameter Systems With Time-Varying Delay. / Wang, Zi-Peng; Wu, Huai-Ning; Li, Han-Xiong.
In: IEEE Transactions on Cybernetics, Vol. 51, No. 3, 03.2021, p. 1359-1369.
In: IEEE Transactions on Cybernetics, Vol. 51, No. 3, 03.2021, p. 1359-1369.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review