Title :
An adaptive nonlinear control strategy derived from a biological control system
Author :
Mclain, Richard B. ; Henson, Michael A.
Author_Institution :
Dept. of Chem. Eng., Louisiana State Univ., Baton Rouge, LA, USA
fDate :
31 Mar-2 Apr 1996
Abstract :
A nonlinear adaptive control strategy is derived from the biological control system that regulates arterial blood pressure. The parallel control system consists of a linear controller and a nonlinear controller that interact via a reciprocal lateral inhibitory mechanism. The linear controller design is based on an empirical linear model, while the nonlinear controller is constructed from locally supported radial basis functions that are updated on-line using a model reference adaptive control technique. The control strategy is evaluated using a simple model of a pH neutralization system
Keywords :
adaptive control; chemical technology; control system synthesis; feedforward neural nets; identification; linear systems; model reference adaptive control systems; nonlinear control systems; pH control; process control; reverse engineering; adaptive nonlinear control strategy; arterial blood pressure; biological control system; empirical linear model; linear controller; locally supported radial basis functions; model reference adaptive control technique; nonlinear controller; pH neutralization system; parallel control system; reciprocal lateral inhibitory mechanism; Adaptive control; Biological control systems; Blood pressure; Chemical processes; Control systems; Heart rate; Nonlinear control systems; Nonlinear systems; Pacemakers; Programmable control;
Conference_Titel :
System Theory, 1996., Proceedings of the Twenty-Eighth Southeastern Symposium on
Conference_Location :
Baton Rouge, LA
Print_ISBN :
0-8186-7352-4
DOI :
10.1109/SSST.1996.493473
