Title :
MPC-based controller for augmented boiler-NOx model
Author :
Minhajullah, Syed ; Ferik, S.E. ; Elshafei, Mustafa ; Habib, M.A.
Author_Institution :
Syst. Eng. Dept., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Abstract :
This paper addresses the problem of controlling a drum type boiler operation as well as its NOx emission level. For that purpose an augmented model integrating both boiler and NOx models has been developed. The system has multiple roots at the origin causing poor phase and gain stability margins. In addition, one of its inputs has been considered as an undesirable disturbance. Different control strategies have been studied and benchmarked. A two-stage Augmented Model Predictive control (MPC) controller with constraints demonstrated best performance. Computer simulations show the performance of such approach.
Keywords :
air pollution; boilers; nitrogen compounds; predictive control; MPC-based controller; augmented boiler-NOx model; computer simulations; drum type boiler operation; gain stability margin; nitrogen oxide emission level; phase stability margin; two-stage augmented model predictive controller; Adaptation models; Atmospheric modeling; Boilers; Computational modeling; Equations; Fuels; Mathematical model; Boiler; Model Predictive Control; NOx; Simulation; augmentedmodel; measureddisturbance;
Conference_Titel :
Systems, Signals and Devices (SSD), 2012 9th International Multi-Conference on
Conference_Location :
Chemnitz
Print_ISBN :
978-1-4673-1590-6
Electronic_ISBN :
978-1-4673-1589-0
DOI :
10.1109/SSD.2012.6197924