TY - GEN
T1 - Feedback control of semi-linear distributed parameter systems using advanced POD method
AU - Yang, Manda
AU - Armaou, Antonios
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/2/8
Y1 - 2015/2/8
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84962016175&partnerID=8YFLogxK
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U2 - 10.1109/CDC.2015.7402949
DO - 10.1109/CDC.2015.7402949
M3 - Conference contribution
AN - SCOPUS:84962016175
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 4680
EP - 4687
BT - 54rd IEEE Conference on Decision and Control,CDC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 54th IEEE Conference on Decision and Control, CDC 2015
Y2 - 15 December 2015 through 18 December 2015
ER -