Integrated Global Optimization Model for Electrical Cables in Offshore Wind Farms

被引:13
|
作者
Perez-Rua, Juan-Andres [1 ]
Stolpe, Mathias [1 ]
Cutululis, Nicolaos A. [1 ]
机构
[1] Tech Univ Denmark, Dept Wind Energy, DK-4000 Roskilde, Denmark
关键词
Wind turbines; Optimization; Substations; Power cables; Investment; Computational modeling; Measurement; Offshore wind energy; cable layout; global optimization; mixed integer linear programming; medium voltage cables; high voltage cables; DESIGN; LAYOUT;
D O I
10.1109/TSTE.2019.2948118
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A MILP program for integrated global optimization of electrical cables systems in Offshore Wind Farms (OWFs) is presented. Electrical cables encompass the cable layout in collection systems to interconnect Wind Turbines (WTs), and transmission systems to couple Offshore Substations (OSSs) to the Onshore Connection Point (OCP). The program is solved through a modern branch-and-cut solver, demonstrating the ability to tackle large-scale instances with hundreds of WTs and several OSSs. The model supports as objective function the initial investment plus economic losses due to total electrical power losses. The importance and functionality of incorporating electrical losses is demonstrated, along with the need to simultaneously optimize the cable layout, OSSs location, and transmission cables. The method is tested for three case studies. The results show that (i) points near the global optimum, with an imposed maximum tolerance, are calculable within reasonable computational time and effort, and (ii) the integrated model can be much more efficient than a benchmark approach based on enumeration, i.e., exhaustive evaluation of all possible optimization problems derived from unique OSSs locations.
引用
收藏
页码:1965 / 1974
页数:10
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