TY - JOUR
T1 - Boundary output tracking of nonlinear parabolic differential systems via fuzzy PID control
AU - Zhang, Jin-Feng
AU - Wang, Jun Wei
AU - Lam, Hak-Keung
AU - Li, Han Xiong
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - In this paper, the problem of output tracking via proportional-integral-derivative (PID) control scheme is discussed for a class of nonlinear infinite-dimensional spatiotemporal dynamic systems modeled by a semi-linear parabolic partial differential equation (PDE) with collocated boundary control input and measurement output. To surmount the difficulty caused by the infinite-dimensional spatiotemporal nonlinear dynamics, a Takagi-Sugeno (T-S) fuzzy parabolic PDE model is first constructed to represent the nonlinear spatiotemporal dynamics, and then a fuzzy PID boundary output tracking control (BOTC) scheme is proposed via the obtained T-S fuzzy PDE model and the difference between the boundary measurement output and its desired constant reference signal to achieve the output tracking goal. Utilizing the Lyapunov technique combined with the inequality techniques, a systematic, conceptually simple yet effective parameter tuning method is developed for the fuzzy PID control scheme such that the suggested fuzzy PID-BOTC law drives the measurement output to asymptotically track the desired reference signal and ensures the boundedness of the resulting closed-loop system signals. Such parameter tuning is formulated as a feasibility problem subject to linear matrix inequality constraints. Moreover, two special cases of the proposed BOTC design (i.e., fuzzy PI-BOTC scheme and fuzzy integral BOTC one) are also provided in this paper.
AB - In this paper, the problem of output tracking via proportional-integral-derivative (PID) control scheme is discussed for a class of nonlinear infinite-dimensional spatiotemporal dynamic systems modeled by a semi-linear parabolic partial differential equation (PDE) with collocated boundary control input and measurement output. To surmount the difficulty caused by the infinite-dimensional spatiotemporal nonlinear dynamics, a Takagi-Sugeno (T-S) fuzzy parabolic PDE model is first constructed to represent the nonlinear spatiotemporal dynamics, and then a fuzzy PID boundary output tracking control (BOTC) scheme is proposed via the obtained T-S fuzzy PDE model and the difference between the boundary measurement output and its desired constant reference signal to achieve the output tracking goal. Utilizing the Lyapunov technique combined with the inequality techniques, a systematic, conceptually simple yet effective parameter tuning method is developed for the fuzzy PID control scheme such that the suggested fuzzy PID-BOTC law drives the measurement output to asymptotically track the desired reference signal and ensures the boundedness of the resulting closed-loop system signals. Such parameter tuning is formulated as a feasibility problem subject to linear matrix inequality constraints. Moreover, two special cases of the proposed BOTC design (i.e., fuzzy PI-BOTC scheme and fuzzy integral BOTC one) are also provided in this paper.
UR - http://www.scopus.com/inward/record.url?scp=85205458863&partnerID=8YFLogxK
U2 - 10.1109/TFUZZ.2024.3432554
DO - 10.1109/TFUZZ.2024.3432554
M3 - Article
SN - 1063-6706
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
ER -