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
fDate :
4/1/2013 12:00:00 AM
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;
Journal_Title :
Sustainable Energy, IEEE Transactions on
DOI :
10.1109/TSTE.2012.2224392