학술논문

Wind farm layout optimization based on the wind resource grid
Document Type
Conference
Source
2022 5th International Conference on Power Engineering and Renewable Energy (ICPERE) Power Engineering and Renewable Energy (ICPERE), 2022 5th International Conference on. 1:1-5 Nov, 2022
Subject
Engineered Materials, Dielectrics and Plasmas
Power, Energy and Industry Applications
Wind
Renewable energy sources
Power engineering
Layout
Software algorithms
Production
Wind farms
Software
Wind turbines
Optimization
wind farm layout
wind resource grid
WAsP
windPRO
optimization algorithm
Language
Abstract
Micro-Siting wind turbines are always prudent considered during project development, detailed design, and construction of wind farms. The turbine's location in projects significantly affects the project finance, land occupied, and environmental impacts. This paper proposes applying wind farm layout optimization based on a wind resource grid, which includes wind characteristics, topographic data, and roughness, using some powerful optimization algorithms published recently. The main objective of this paper is to maximize the annual energy production of the wind farm with a carefully calculated wake-effect. The best optimal layouts, uniformly calculated by WAsP software, show that the method proposed in this paper gives the optimal results competitive with windPRO software. The feasibility of applying the research results to the optimal design of the wind farm is practical.