DocumentCode
592226
Title
Real-time solution of mixed-integer quadratic programs for hybrid control of power converters
Author
Almer, Stefan ; Mariethoz, Sebastien ; Morari, Manfred
Author_Institution
Autom. Control Lab., ETH Zurich, Zurich, Switzerland
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
1948
Lastpage
1953
Abstract
The paper presents a method for fast real-time solution of a class of multi-parametric mixed integer quadratic programs. The complexity of the problem solved in real time is significantly reduced by moving part of the computational burden off-line. In the off-line computations, the structure of the mixed integer program is explored to determine a polytopic partition of the parameter set. Each polytope is then considered to determine which integer combinations can/cannot be optimal, given that the parameter is contained in the current polytope. The real-time solution of the mixed integer program consists of a two step procedure: First it is determined which polytope contains the parameter. Then the mixed integer quadratic program is solved, taking into account only those integer combinations associated with the current polytope. If the number of integer combinations is small, the overall complexity of the real-time solution procedure will be reduced.
Keywords
integer programming; power convertors; quadratic programming; hybrid power converter control; integer combinations; multiparametric mixed integer quadratic programs; off-line computational burden; polytopic partition; real-time solution procedure complexity; Boolean functions; Data structures; Equations; Optical distortion; Optical switches;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6425931
Filename
6425931
Link To Document