Title :
Optimal control of a heat conduction problem using its low order approximation
Author :
Nahvi, Shahkar Ahmad ; Mashuq-un-Nabi
Author_Institution :
Electr. Eng. Dept., IIT Delhi, New Delhi, India
Abstract :
Optimal control of a large dynamical system is accomplished by designing the control strategy on its low order approximation. The Large system is the Finite Element (FE) model of a heat conduction problem and its low order approximation is obtained using Krylov Subspace Projection. It is seen that this approach provides good dividends as the desired cost functional is minimized reasonably at substantially reduced computational cost. A study of the sub-optimality caused is however required and is pointed out as a subject of possible exploration.
Keywords :
approximation theory; cost reduction; finite element analysis; heat conduction; minimisation; nonlinear dynamical systems; optimal control; Krylov subspace projection; approximation theory; cost function minimization; dynamical system; finite element model; heat conduction problem; optimal control; Approximation methods; Computational modeling; Heating; Iron; Mathematical model; Optimal control; Temperature distribution; Finite Element Method; Heat equation; Krylov subspace projection; Large dynamical Systems; Model Order Reduction; Optimal Control;
Conference_Titel :
Power, Signals, Controls and Computation (EPSCICON), 2012 International Conference on
Conference_Location :
Thrissur, Kerala
Print_ISBN :
978-1-4673-0446-7
DOI :
10.1109/EPSCICON.2012.6175269