Iterative non-deterministic algorithms in on-shore wind farm design: A brief survey

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104 Scopus citations

Abstract

Wind farm layout design is a complex optimization problem consisting of number of design objectives and constraints. Different variations of this problem have been solved using several optimization techniques. Iterative heuristics are well-known optimization techniques that have been applied to a variety of complex optimization problems. This paper briefly outlines the design issues and constraints involved in the wind farm layout design, computational complexity of the problem, and single-objective and multi-objective aspects of the problem. The main focus of the paper is a brief survey of all iterative non-deterministic algorithms that have been applied to solve the wind farm layout design problem.

Original languageEnglish
Pages (from-to)370-384
Number of pages15
JournalRenewable and Sustainable Energy Reviews
Volume19
DOIs
StatePublished - 2013

Keywords

  • Genetic algorithms
  • Iterative heuristics
  • Optimization methods
  • Swarm intelligence
  • Wind farm layout design

ASJC Scopus subject areas

  • Renewable Energy, Sustainability and the Environment

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