Title :
Optimal Design of the Electrical Layout of an Offshore Wind Farm Applying Decomposition Strategies
Author :
Lumbreras, Sara ; Ramos, Angel
Author_Institution :
ICAI Sch. of Eng., Univ. Pontiilcia Comillas, Madrid, Spain
Abstract :
Electrical layout design is a key element in offshore wind farm planning, with a critical impact on both plant cost and reliability. Offshore Windfarm Layout optimizer (OWL) has been developed to efficiently find optimal electrical layouts in affordable computation times. The tool includes the possibility of HVDC connection and incorporates an approximation of losses, as well as stochasticity in wind inputs and component failures. OWL has been applied to several case studies including Barrow Offshore Wind Farm. OWL produces a significant cost reduction over the actually implemented design, with total realizable savings of EUR 800 k. The optimal layout includes redundant elements and deviates from a symmetrical pattern, therefore showing that a full optimization of the layout, rather than the selection of a pre-defined configuration, is necessary in order to fully capture efficiencies. The model relies on MIP and exploits the structure of the problem via decomposition strategies. Two different approaches have been developed, both resulting in substantial time savings. Benders´ decomposition has been further improved by the addition of partially relaxed cuts and the application of scenario aggregation techniques. In addition, the Progressive Contingency Incorporation algorithm proposed by the authors is applied. Computation time savings reach two orders of magnitude.
Keywords :
HVDC power transmission; design engineering; integer programming; offshore installations; power generation planning; power generation reliability; wind power plants; Barrow offshore wind farm; Benders decomposition; HVDC connection; MIP; OWL optimizer; component failures; cost reduction; decomposition strategy; loss approximation; offshore wind farm planning; offshore windfarm layout optimizer; optimal electrical layout design; partially-relaxed cuts; plant cost; plant reliability; progressive contingency incorporation algorithm; scenario aggregation technique; substantial time savings; symmetrical pattern; wind inputs; Convergence; Layout; OWL; Optimization; Power cables; Wind farms; Wind turbines; Circuit optimization; integer programming; power system planning; power system reliability; stochastic systems; wind power generation;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2012.2204906