Title :
Nonlinear observer design for a Greitzer compressor model
Author :
Backi, Christoph Josef ; Gravdahl, Jan Tommy ; Grotli, Esten Ingar
Author_Institution :
Dept. of Eng. Cybern., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
In this paper two different observers for a nonlinear compressor model have been developed and compared: A nonlinear observer based on a circle criterion design and an Extended Kalman Filter. Both of these observers were implemented together with linear control strategies in order to (surge-)control the nonlinear Greitzer compressor model. The newly developed nonlinear observer is a full state observer providing local asymptotic stability results. Compared to the Extended Kalman Filter, the nonlinear observer showed itself at least equivalent, even superior for open-loop estimation.
Keywords :
Kalman filters; asymptotic stability; compressors; linear systems; nonlinear filters; nonlinear systems; observers; open loop systems; state feedback; circle criterion design; extended Kalman filter; full state observer; linear control strategy; linear state feedback; local asymptotic stability; nonlinear Greitzer compressor model; nonlinear compressor model; nonlinear observer design; open-loop estimation; surge-control; Asymptotic stability; Kalman filters; Lyapunov methods; Mathematical model; Observers; Stability analysis; Surges;
Conference_Titel :
Control & Automation (MED), 2013 21st Mediterranean Conference on
Conference_Location :
Chania
Print_ISBN :
978-1-4799-0995-7
DOI :
10.1109/MED.2013.6608913