DocumentCode
592621
Title
Optimal active control of a wave energy converter
Author
Abraham, Edo ; Kerrigan, Eric C.
Author_Institution
Dept. of Aeronaut., Imperial Coll. London, London, UK
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
2415
Lastpage
2420
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 take-off 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 non-convex quadratic, the resulting optimization problem is not a convex quadratic program. Results will be compared with an optimal command latching method to demonstrate the improvement in absorbed power. Time domain simulations are generated under irregular sea conditions.
Keywords
bang-bang control; concave programming; gradient methods; nonlinear programming; optimal control; power convertors; power generation control; quadratic programming; time-domain analysis; wave power generation; active control elements; bang-bang type; cost function; general nonlinear programming; linear dampers; nonconvex quadratic programming; optimal active control scheme; optimal command latching method; point absorber wave energy converter; power maximization problem; power take-off mechanism; projected gradient optimization scheme; standard NLP solver; time-domain simulations; variational formulation; Approximation methods; Computational modeling; Convergence; Force; Linear programming; Optimal control; Optimization; Optimal control; Projected gradient method; Wave energy;
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.2012.6426993
Filename
6426993
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