DocumentCode
77015
Title
A Survey of Linear Parameter-Varying Control Applications Validated by Experiments or High-Fidelity Simulations
Author
Hoffmann, Christian ; Werner, Herbert
Author_Institution
Inst. of Control Syst., Hamburg Univ. of Technol., Hamburg, Germany
Volume
23
Issue
2
fYear
2015
fDate
Mar-15
Firstpage
416
Lastpage
433
Abstract
This paper provides a survey of results in linear parameter-varying (LPV) control that have been validated by experiments and/or high-fidelity simulations. The LPV controller synthesis techniques employed in the references of this survey are briefly reviewed and compared. The methods are classified into polytopic, linear fractional transformation, and gridding-based techniques and it is reviewed how in each of these approaches, synthesis can be carried out as a convex optimization problem via a finite number of linear matrix inequalities (LMIs) for both parameter-independent and parameter-dependent Lyapunov functions. The literature is categorized with regard to the application, the complexity induced by the controlled system´s dynamic and scheduling orders, as well as the synthesis method. Exemplary cases dealing with specific control design problems are presented in more detail to point control engineers to possible approaches that have been successfully applied. Furthermore, key publications in LPV control are related to application achievements on a timeline.
Keywords
Lyapunov matrix equations; control system synthesis; convex programming; linear matrix inequalities; linear parameter varying systems; scheduling; LMIs; LPV controller synthesis; convex optimization problem; gridding-based technique; high-fidelity simulations; linear fractional transformation; linear matrix inequalities; linear parameter-varying control applications; parameter-dependent Lyapunov function; parameter-independent Lyapunov function; polytopic technique; scheduling orders; Complexity theory; Control systems; Linear matrix inequalities; Lyapunov methods; Mathematical model; Stability analysis; Vectors; Controller synthesis; experiments; high-fidelity (hifi)-simulation; linear parameter-varying (LPV); linear parameter-varying (LPV).;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2014.2327584
Filename
6847202
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