Title :
A robust adaptive controller for bio-reactors with saturated input and uncertain varying plant parameters
Author :
Rincon, Alejandro ; Erazo, Christian ; Angulo, Fabiola
Author_Institution :
Fac. de Ing. y Arquitectura, Univ. Catolica de Manizales, Manizales, Colombia
Abstract :
In this paper an adaptive controller for bioreactors is developed, using a mass balance model based on an unique biological reaction pathway. The control scheme is constructed from Lyapunov-like function method and an extended Luenberger observer which allows handling the control input saturation. The measured methane flow rate is used to handle the uncertainty on the reaction rate and an update law to handle the uncertainty on the proportional coefficient of the reaction rate. Under the assumptions of the system model are considered: i) the control input is saturated, ii) the values of the kinetic parameters, the biomass concentration and upper or lower bounds are unknown and iii) the output methane flow rate is measured. The main controller characteristics are the following: i) the closed loop states are bounded, ii) the observer error converges to a residual set whose size is user-defined, iii) the tracking error converges to a residual set which is user-defined; provided, the control input does not reach the extreme values. The controller performance is evaluated via numerical simulations showing excellent results.
Keywords :
Lyapunov methods; adaptive control; bioreactors; closed loop systems; observers; robust control; Luenberger observer; Lyapunov-like function method; biological reaction pathway; biomass concentration; bioreactor; closed loop state; control input saturation; mass balance model; methane flow rate; robust adaptive controller; Biological system modeling; Bioreactors; Control design; Convergence; Mathematical model; Observers; Process control;
Conference_Titel :
Robotics Symposium, 2011 IEEE IX Latin American and IEEE Colombian Conference on Automatic Control and Industry Applications (LARC)
Conference_Location :
Bogota
Print_ISBN :
978-1-4577-1689-8
DOI :
10.1109/LARC.2011.6086849