Title :
Adaptive Robust Anti-windup Generalized Predictive Control (RAGPC) of Non-minimum phase systems with input constraints and disturbance
Author :
Osunleke, Ajiboye ; Deng, Mingcong ; Inoue, Akira ; Yanou, Akira
Author_Institution :
Div. of Ind. Innovation Sci., Okayama Univ., Okayama, Japan
Abstract :
This paper deals with a design problem of non-minimum phase systems with input constraints and unknown disturbance using the adaptive robust anti-windup generalized predictive control (RAGPC) scheme. In essence non-minimum phase systems are characterized by presence of dead time and invariably has unstable inverse. This effect is not desirable in control processes especially when problems of static output feedback stabilization are concerned. Consequently, robust closed-loop stability of non-minimum processes with input constraint and disturbances becomes difficult to achieve. Addressing this issue provides a good motivation for the current study. Here, we present a new scheme for controlling such systems and in overall achieving a desired robust performance. To apply the proposed design scheme to a practical system, the system has been identified adaptively and thus the control scheme is applied. The practical system considered here is a water level experimental system whose parameters are identified adaptively offline. Simulation results are presented to support the efficacy of the proposed scheme in controlling this kind of system.
Keywords :
adaptive control; closed loop systems; continuous time systems; control system synthesis; feedback; feedforward; level control; multivariable control systems; parameter estimation; predictive control; robust control; SISO water-level control system; adaptive robust anti-windup generalized predictive control; closed-loop stability; control design; dead time; input constraints; mixed phase continuous-time system; nonminimum phase system; parameter identification; robust constant gain feedforward compensator; robust performance; static output feedback stabilization; system disturbance; water level experimental system; Adaptive control; Control engineering; Control systems; Electrical equipment industry; Mathematical model; Predictive control; Process control; Programmable control; Robust control; Robust stability; Adaptive; Anti-windup; Constraints; Non-minimum phase; Predictive; Robust; Unknown disturbance;
Conference_Titel :
AFRICON, 2009. AFRICON '09.
Conference_Location :
Nairobi
Print_ISBN :
978-1-4244-3918-8
Electronic_ISBN :
978-1-4244-3919-5
DOI :
10.1109/AFRCON.2009.5308188