DocumentCode
68128
Title
A "plug and play" computationally efficient approach for control design of large-scale nonlinear systems using cosimulation: a combination of two "ingredients"
Author
Baldi, Simone ; Michailidis, Iakovos ; Kosmatopoulos, Elias B. ; Ioannou, Petros A.
Volume
34
Issue
5
fYear
2014
fDate
Oct. 2014
Firstpage
56
Lastpage
71
Abstract
This article describes a computationally efficient simulation-based control design approach that has the capability of handling optimization problems arising from large-scale nonlinear systems, with fast convergence properties and low computational requirements. The purpose of this article is to describe the main features of the PCAO algorithm, analyze its convergence and stability properties, and demonstrate its efficiency using simulations of two large-scale, real-life systems (a traffic network and an energy-efficient building) for which conventional optimization techniques fail to provide an efficient simulation-based control design.
Keywords
control system synthesis; large-scale systems; nonlinear control systems; simulation; stability; LSS; PCAO algorithm; cosimulation; cost function; energy-efficient building; large-scale nonlinear systems; large-scale systems; plug-and-play approach; simulation-based control design; stability properties; traffic network; Algorithm design and analysis; Computer applications; Control design; Large-scale systems; Mathematical model; Optimization;
fLanguage
English
Journal_Title
Control Systems, IEEE
Publisher
ieee
ISSN
1066-033X
Type
jour
DOI
10.1109/MCS.2014.2333272
Filename
6898079
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