Title :
Optimal spatial field control of distributed parameter systems
Author :
Kishida, Masako ; Braatz, Richard D.
Author_Institution :
Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
Optimal control problems are formulated and solved in which the manipulation is distributed over a three-dimensional (3D) spatial field with constraints on the spatial variation. These spatial field control problems that arise in applications in acoustics, structures, epidemiology, cancer treatment, and tissue engineering have much higher controllability than boundary control problems, but have vastly higher degrees of freedom. Efficient algorithms are developed for computing optimal manipulated fields by combination of modal analysis and least-squares optimization over a basis function space. Small minimum control error is observed in applications to distributed parameter systems with reaction, diffusion, and convection.
Keywords :
controllability; convection; diffusion; distributed parameter systems; least squares approximations; modal analysis; optimal control; optimisation; spatial variables control; acoustics; basis function space; boundary control problem; cancer treatment; controllability; convection; diffusion; distributed parameter system; epidemiology; least-squares optimization; modal analysis; optimal spatial field control; small minimum control error; structure control; tissue engineering; Acoustic applications; Cancer; Control systems; Controllability; Distributed control; Distributed parameter systems; Error correction; Modal analysis; Optimal control; Tissue engineering;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160655