Offshore wind farm electrical cable layout optimization

被引:74
作者
Pillai, A. C. [1 ,2 ]
Chick, J. [1 ]
Johanning, L. [3 ]
Khorasanchi, M. [4 ]
de Laleu, V. [2 ]
机构
[1] Univ Edinburgh, Sch Engn, Edinburgh, Midlothian, Scotland
[2] EDF Energy R&D UK Ctr, London, England
[3] Univ Exeter, Coll Engn Math & Phys Sci, Penryn, Scotland
[4] Univ Strathclyde, Fac Engn, Glasgow, Lanark, Scotland
基金
英国工程与自然科学研究理事会;
关键词
offshore wind farm layout optimization; inter-array cabling; clustering; pathfinding; capacitated minimum spanning tree;
D O I
10.1080/0305215X.2014.992892
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article explores an automated approach for the efficient placement of substations and the design of an inter-array electrical collection network for an offshore wind farm through the minimization of the cost. To accomplish this, the problem is represented as a number of sub-problems that are solved in series using a combination of heuristic algorithms. The overall problem is first solved by clustering the turbines to generate valid substation positions. From this, a navigational mesh pathfinding algorithm based on Delaunay triangulation is applied to identify valid cable paths, which are then used in a mixed-integer linear programming problem to solve for a constrained capacitated minimum spanning tree considering all realistic constraints. The final tree that is produced represents the solution to the inter-array cable problem. This method is applied to a planned wind farm to illustrate the suitability of the approach and the resulting layout that is generated.
引用
收藏
页码:1689 / 1708
页数:20
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