DocumentCode
574710
Title
A frequency domain method for optimal periodic control
Author
Epperlein, Jonathan P. ; Bamieh, Bassam
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, Santa Barbara, CA, USA
fYear
2012
fDate
27-29 June 2012
Firstpage
5501
Lastpage
5506
Abstract
We consider the problem of optimal periodic input design for Single Input Single Output (SISO) systems with possibly nonquadratic and nonconvex performance objectives. Such problems arise naturally in energy efficiency and energy conversion applications. We develop a frequency domain method that is particularly suited for distributed systems, in that the underlying transfer functions are not required to be rational. In particular, the computational complexity of the method depends on the order of the polynomial (nonquadratic) nonlinearities in the performance objective as well as the number of required harmonics, but is independent of the underlying system dimension. Our method utilizes recently developed Polynomial Homotopy Continuation (PHC) algorithms for efficient solution of the harmonic balance multinomial equations representing first order optimality conditions.
Keywords
computational complexity; control system synthesis; convex programming; optimal control; polynomials; signal processing; transfer functions; PHC; SISO; computational complexity; distributed systems; frequency domain method; harmonic balance multinomial equations; nonconvex performance; nonquadratic performance; optimal periodic control; polynomial homotopy continuation; single input single output; transfer functions; Cost function; Harmonic analysis; Mathematical model; Polynomials; Trajectory; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315302
Filename
6315302
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