Offshore wind farm electrical cable layout optimization

A. C. Pillai*, J. Chick, L. Johanning, M. Khorasanchi, V. De Laleu

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)1689-1708
Number of pages20
JournalEngineering Optimization
Volume47
Issue number12
DOIs
Publication statusPublished - 2 Dec 2015

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Optimization
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering
  • Applied Mathematics

Keywords

  • capacitated minimum spanning tree
  • clustering
  • inter-array cabling
  • offshore wind farm layout optimization
  • pathfinding

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