Modeling and control of physical processes using proper orthogonal decomposition

The proper orthogonal decomposition (POD) technique (or the Karhunan Loève procedure) has been used to obtain low-dimensional dynamical models of many applications in engineering and science. In principle, the idea is to start with an ensemble of data, called snapshots, collected from an experiment...

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Bibliographic Details
Published in:	Mathematical and computer modelling Vol. 33; no. 1; pp. 223 - 236
Main Authors:	Ly, Hung V., Tran, Hien T.
Format:	Journal Article Conference Proceeding
Language:	English
Published:	Oxford Elsevier Ltd 2001 Elsevier Science
Subjects:	Applied sciences Boundary control Computer science; control theory; systems Control theory. Systems Exact sciences and technology Modelling and identification Proper orthogonal decomposition Rayleigh-Bénard convection System theory Rayleigh-Bénard convection Boundary control Proper orthogonal decomposition Freedom degree Turbulent flow Tracking Image processing Industrial application Data compression Natural convection Decomposition Dynamical system Benard convection Convection Engineering Numerical computation Numerical data Controllability System identification Mathematical model Observability System structure Karhunen Loeve transformation Process control Steady state Orthogonal transformation Rayleigh Bernard convection Tracking(movable target) Rayleigh Bénard instability Galerkin method Yield
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