Title :
Nonlinear Model Predictive Control of a Depollution Bioprocess
Author :
Sendrescu, Dorin
Abstract :
This paper deals with the design of a nonlinear model predictive control (NMPC) scheme for the regulation of the acetate concentration in a biomethanation process - wastewater biodegradation with production of methane gas that takes place inside a Continuous Stirred Tank Bioreactor. The NMPC control structure is based on the nonlinear model of the process whose parameters are identified using the distributions method. Minimization of the cost function is realised using the Levenberg- Marquardt numerical optimisation method. Some simulation results are given to illustrate the efficiency of the proposed control strategy.
Keywords :
bioreactors; chemical variables control; nonlinear control systems; numerical analysis; optimisation; parameter estimation; predictive control; process control; wastewater treatment; Levenberg-Marquardt numerical optimisation method; NMPC scheme; acetate concentration regulation; biomethanation process; continuous stirred tank bioreactor; cost function minimization; depollution bioprocess; distributions method; methane gas production; nonlinear model predictive control; parameter identification; process control; wastewater biodegradation; Biological system modeling; Equations; Mathematical model; Optimization; Predictive control; Predictive models;
Conference_Titel :
Circuits, Communications and System (PACCS), 2011 Third Pacific-Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4577-0855-8
DOI :
10.1109/PACCS.2011.5990161