WSEAS Transactions on Systems
Print ISSN: 1109-2777, E-ISSN: 2224-2678Volume 13, 2014
Special Issue: Advanced Control Methods: Theory and ApplicationEditor: F. Neri
Adaptive Control of Nonlinear Processes Using Two Methods of Parameter Estimation
Authors: , , ,
Abstract: The paper deals with continous-time adaptive control of nonlinear processes. A nonlinear model of the process is approximated by a continuous-time external linear model. The parameters of the CT external linear model of the process are estimated in two ways. In the first case, direct estimation of the CT model is used. In the second case, the parameters of a corresponding delta model are recursively estimated. The control system structure with two feedback controllers is considered. The controller design is based on the polynomial approach. The resulting controllers ensure stability of the control system as well as asymptotic tracking of the step reference and step load disturbance attenuation. The adaptive control is tested on the nonlinear system represented by a model of two spheric liquid tanks in series.
Keywords: Adaptive control, continuous-time model, delta model, parameter estimation, polynomial method
Pages: 292-301
WSEAS Transactions on Systems, ISSN / E-ISSN: 1109-2777 / 2224-2678, Volume 13, 2014, Art. #28