DocumentCode
3743789
Title
Feedback control of semi-linear distributed parameter systems using advanced POD method
Author
Manda Yang;Antonios Armaou
Author_Institution
Department of Chemical Engineering, The Pennsylvania State University, University Park, 16802, USA
fYear
2015
Firstpage
4680
Lastpage
4687
Abstract
We focus on the control of dissipative distributed parameter systems employing passthrou proper orthogonal decomposition (Passthrou POD) method. The objective of the approach is to develop a model order reduction and control method that is robust to model uncertainty and disturbances and relaxes some of the requirements of standard POD. The proposed method is successfully applied to regulate a representative diffusion-reaction process. To assess the performance of passthrou POD, both passthrou POD and standard POD are used to construct low dimensional reduced order models (ROMs). Linear feedback controllers and nonlinear dynamic observers are subsequently designed based on the obtained ROMs. Simulation results illustrate that passthrou POD method is more efficient and robust to model uncertainty, disturbances and ensemble construction.
Keywords
"Eigenvalues and eigenfunctions","Standards","Observers","Robustness","Mathematical model","Process control","Distributed parameter systems"
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
Type
conf
DOI
10.1109/CDC.2015.7402949
Filename
7402949
Link To Document