Title :
Incorporating spatial frequency weighting and frequency domain methods in integrated actuator and controller design for a class of parabolic partial differential equations
Author :
Demetriou, Michael A.
Author_Institution :
Worcester Polytech. Inst., Worcester
Abstract :
The present work re-examines the problem of actuator selection for a class of distributed parameter systems within the context of spatial frequencies. The proposed location optimization is viewed within the prism of spatial frequency weighting of a closed loop performance measure. By the proper weights in the Linear Quadratic Regulator parameters, that incorporate the spatial regions where the state is more important, and hence to be regulated to zero faster than at other regions of the spatial domain, an integrated actuator location and controller design is proposed. The resulting optimization measure is taken as the location-parameterized LQR optimal cost. Additional robustness with respect to the spatial distribution of disturbances is subsequently attained via the use of the H2 norm of the closed loop transfer function and the location optimization measure. The applicability of the proposed scheme is demonstrated by extensive simulation studies.
Keywords :
actuators; closed loop systems; control system synthesis; distributed parameter systems; linear quadratic control; optimisation; parabolic equations; partial differential equations; robust control; H2 norm; actuator selection problem; closed loop performance measure; closed loop transfer function; distributed parameter system; frequency domain method; linear quadratic regulator parameter; location optimization; parabolic partial differential equation; spatial frequency weighting method; Acoustic measurements; Closed loop systems; Control systems; Frequency domain analysis; Frequency measurement; Hydraulic actuators; Optimal control; Partial differential equations; Riccati equations; Sensor systems; actuator placement; parabolic partial differential equations; spatial frequency weighting; spatial robustness;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282386