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
Link To Document :
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