Optimization of offshore wind farm layout in restricted zones

Peng Hou, Weihao Hu, Cong Chen, Mohsen N. Soltani, Zhe Chen

Research output: Contribution to journalJournal articleResearchpeer-review

55 Citations (Scopus)

Abstract

In this research, an optimization method for offshore wind farm layout design is proposed. With the purpose of maximizing the energy production of the wind farm, the wind turbine (WT) positions are optimized. Due to the limitations of seabed conditions, marine traffic limitations or shipwrecks, etc., the WTs are expected to be placed outside specific areas. Based on this fact, a restriction zone concept is proposed in this paper and implemented with the penalty function method. In order to find a feasible solution, a recent proposed stochastic algorithm, particle swarm optimization algorithm with multiple adaptive methods (PSO-MAM) is adopted. The simulation results indicate that the proposed method can find a layout which outperforms a baseline layout of a reference wind farm (RWF) by increasing the energy yield by 3.84%.
Original languageEnglish
JournalEnergy
Volume113
Pages (from-to)487–496
Number of pages10
ISSN0360-5442
DOIs
Publication statusPublished - Oct 2016

Keywords

  • Offshore wind farm
  • Layout optimization
  • Restricted offshore area
  • Particle swarm optimization
  • Irregular wind farm layout

Fingerprint

Dive into the research topics of 'Optimization of offshore wind farm layout in restricted zones'. Together they form a unique fingerprint.

Cite this