DocumentCode
2152433
Title
Observer based LQ optimal boundary control of 2D heat flow by order reduction
Author
Onder Efe, Mehmet
Author_Institution
Dept. of Electr. & Electron. Eng., TOBB Econ. & Technol. Univ., Ankara, Turkey
fYear
2007
fDate
2-5 July 2007
Firstpage
4202
Lastpage
4208
Abstract
Linear Quadratic (LQ) optimal boundary control of a 2D heat flow is studied. The design is carried out on a reduced order model of the Partial Differential Equation (PDE) process. For this purpose, Proper Orthogonal Decomposition (POD) technique is utilized and the Low Dimensional (LD) model is derived. The boundary controller is developed using the state information obtained via an observer. An infinite dimensional version of the observer is developed first and its finite dimensional counterpart is derived according to POD procedure. Having obtained the states of the system, a LQ optimal control approach is followed to demonstrate that the entire design works satisfactorily under the presence of noise, uncertainty and disturbances. The contribution of the paper is to draw a clear path between a spatially continuous process and an optimal boundary controller minimizing a quadratic cost, and the emphasis on the merits of POD based designs.
Keywords
control system synthesis; heat transfer; linear quadratic control; multidimensional systems; observers; partial differential equations; process control; reduced order systems; 2D heat flow; PDE; POD based design; infinite dimensional version; linear quadratic control; low dimensional model; observer based LQ optimal boundary control; order reduction; partial differential equation; proper orthogonal decomposition; quadratic cost; reduced order model; Boundary conditions; Eigenvalues and eigenfunctions; Feedback control; Heating; Noise; Observers; Process control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2007 European
Conference_Location
Kos
Print_ISBN
978-3-9524173-8-6
Type
conf
Filename
7068215
Link To Document