Optimized design of collector topology for offshore wind farm based on ant colony optimization with multiple travelling salesman problem
No Thumbnail Available
Date
2018
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Heidelberg
Abstract
A layout of the offshore wind farm (OSWF) plays a vital role in its capital cost of installation. One of the major contributions in the installation cost is electrical collector system (ECS). ECS includes: submarine cables, number of wind turbines (WTs), offshore platforms etc. By considering the above mentioned problem having an optimized design of OSWF provides the better feasibility in terms of economic considerations. This paper explains the methodology for optimized designing of ECS. The proposed methodology is based on combined elitist ant colony optimization and multiple travelling salesman problem. The objective is to minimize the length of submarine cable connected between WTs and to minimize the wake loss in the wind farm in order to reduce the cost of cable and cable power loss. The methodology is applied on North Hoyle and Horns Rev OSWFs connected with 30 and 80 WTs respectively and the results are presented. © 2018, The Author(s).
Description
Keywords
Ant colony optimization, Artificial intelligence, Design, Electric utilities, Offshore oil well production, Offshore structures, Submarine cables, Submarines, Traveling salesman problem, Wakes, Wind turbines, Collector systems, Economic considerations, Installation costs, Off shore platforms, Optimized designs, Travelling salesman problem, Wake effect, Wake loss, Offshore wind farms
Citation
Journal of Modern Power Systems and Clean Energy, 2018, 6, 6, pp. 1181-1192
