Title :
Nonlinear adaptive control using the Fourier integral and its application to CSTR systems
Author :
Huaguang, Zhang ; Cai, Lilong
Author_Institution :
Dept. of Autom. Control, Northeastern Univ., Shenyang, China
fDate :
6/1/2002 12:00:00 AM
Abstract :
This paper presents a new nonlinear adaptive tracking controller for a class of general time-variant nonlinear systems. The control system consists of an inner loop and an outer loop. The inner loop is a fuzzy sliding mode control that is used as the feedback controller to overcome random instant disturbances. The stability of the inner loop is designed by the sliding mode control method. The other loop is a Fourier integral-based control that is used as the feedforward controller to overcome the deterministic type of uncertain disturbance. The asymptotic convergence condition of the nonlinear adaptive control system is guaranteed by the Lyapunov direct method. The effectiveness of the proposed controller is illustrated by its application to composition control in a continuously stirred tank reactor system
Keywords :
Lyapunov methods; adaptive control; chemical technology; feedback; feedforward; fuzzy control; nonlinear control systems; process control; stability; variable structure systems; CSTR systems; Fourier integral; Lyapunov direct method; asymptotic convergence condition; continuously stirred tank reactor system; feedback controller; feedforward controller; fuzzy sliding mode control; general time-variant nonlinear systems; inner loop; nonlinear adaptive control; nonlinear adaptive tracking controller; random instant disturbances; stability; uncertain disturbance; Adaptive control; Control systems; Convergence; Fuzzy control; Inductors; Nonlinear control systems; Nonlinear systems; Programmable control; Sliding mode control; Stability;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2002.999812