DocumentCode
742474
Title
Optimal Active Control and Optimization of a Wave Energy Converter
Author
Abraham, Edo ; Kerrigan, Eric C.
Author_Institution
Dept. of Aeronaut., Imperial Coll. London, London, UK
Volume
4
Issue
2
fYear
2013
fDate
4/1/2013 12:00:00 AM
Firstpage
324
Lastpage
332
Abstract
This paper investigates optimal active control schemes applied to a point absorber wave energy converter within a receding horizon fashion. A variational formulation of the power maximization problem is adapted to solve the optimal control problem. The optimal control method is shown to be of a bang-bang type for a power takeoff mechanism that incorporates both linear dampers and active control elements. We also consider a direct transcription of the optimal control problem as a general nonlinear program. A variation of the projected gradient optimization scheme is formulated and shown to be feasible and computationally inexpensive compared to a standard NLP solver. Since the system model is bilinear and the cost function is not convex quadratic, the resulting optimization problem is not a quadratic program. Results will be compared with an optimal command latching method to demonstrate the improvement in absorbed power. All time domain simulations are generated under irregular sea conditions.
Keywords
gradient methods; nonlinear programming; optimal control; power generation control; quadratic programming; wave power generation; bang-bang type; general nonlinear program; irregular sea conditions; linear dampers; optimal active control schemes; optimal command latching method; power maximization problem; power takeoff mechanism; projected gradient optimization scheme; quadratic program; standard NLP solver; wave energy converter optimization; Approximation methods; Force; Linear programming; Optimal control; Optimization; Switches; Vectors; Optimal control; projected gradient method; wave energy;
fLanguage
English
Journal_Title
Sustainable Energy, IEEE Transactions on
Publisher
ieee
ISSN
1949-3029
Type
jour
DOI
10.1109/TSTE.2012.2224392
Filename
6353624
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