DocumentCode :
2385640
Title :
An optimal control application in power electronics using numerical algebraic geometry
Author :
Bates, Daniel J. ; Beccuti, A.G. ; Fotiou, Ioannis A. ; Morari, Manfred
Author_Institution :
Inst. for Math. & Its Applic., Univ. of Minnesota, Minneapolis, MN
fYear :
2008
fDate :
11-13 June 2008
Firstpage :
2221
Lastpage :
2226
Abstract :
We present an optimal control application in power electronics using the homotopy continuation method for solving systems of polynomial equations. The proposed approach breaks the computations associated with the optimal control problem into two parts, an off-line and an on-line. In the off-line part, the approach solves a generic polynomial system by means of a linear homotopy and stores its solution. Then, the on-line part uses this solution and, given the initial state value, it calculates by means of a coefficient parameter homotopy the optimal control input of the problem. The approach exhibits a probability-one guarantee of finding the global optimal solution to the problem at hand.
Keywords :
optimal control; polynomials; power electronics; probability; homotopy continuation method; numerical algebraic geometry; optimal control; polynomial equation; power electronics; Control systems; DC-DC power converters; Equations; Geometry; Nonlinear control systems; Optimal control; Polynomials; Power electronics; Predictive control; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
ISSN :
0743-1619
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2008.4586822
Filename :
4586822
Link To Document :
بازگشت