Variable neighborhood search for large offshore wind farm layout optimization
D Cazzaro, D Pisinger - Computers & Operations Research, 2022 - Elsevier
The task of the offshore Wind Farm Layout Optimization Problem (WFLOP) is to place n wind
turbines at a subset of k available positions to maximize power production and minimize …
turbines at a subset of k available positions to maximize power production and minimize …
Review on optimisation methods of wind farm array under three classical wind condition problems
The arrangement of wind turbines in clusters presents two noteworthy issues:(1) diminished
power generation brought about by wake wind speed deficits and (2) expanded unique …
power generation brought about by wake wind speed deficits and (2) expanded unique …
Wind farm layout optimization using adaptive evolutionary algorithm with Monte Carlo Tree Search reinforcement learning
Recent years have witnessed an enormous growth of wind farm capacity worldwide. Due to
the wake effect, the velocity of incoming wind is reduced for the wind turbines in the …
the wake effect, the velocity of incoming wind is reduced for the wind turbines in the …
Enhancing wind turbine site selection through a novel wake penalty criterion
In this study, a novel approach that incorporates the wake effect as a penalty criterion within
the Analytical Hierarchy Process (AHP) method is proposed. The research introduces the …
the Analytical Hierarchy Process (AHP) method is proposed. The research introduces the …
Wind farm layout optimization for wake effect uniformity
K Yang, G Kwak, K Cho, J Huh - Energy, 2019 - Elsevier
The basic objective of wind farm layout optimization is to maximize the energy produced by
wind farms. However, when wind turbines are arranged in a limited space like an onshore …
wind farms. However, when wind turbines are arranged in a limited space like an onshore …
A new wake model and comparison of eight algorithms for layout optimization of wind farms in complex terrain
Layout optimization of wind farms constitutes an important and challenging task in complex
terrain. This is especially due to the complex interactions of the boundary layer flows in …
terrain. This is especially due to the complex interactions of the boundary layer flows in …
Wind farm hub height optimization
A Vasel-Be-Hagh, CL Archer - Applied energy, 2017 - Elsevier
The objective of this study is to assess the effect of hub height optimization on the Annual
Energy Production (AEP) of a wind farm. The only optimization variable is the hub height of …
Energy Production (AEP) of a wind farm. The only optimization variable is the hub height of …
Design optimization of offshore wind farms with multiple types of wind turbines
Most studies on offshore wind farm design assume a uniform wind farm, which consists of an
identical type of wind turbines. In order to further reduce the cost of energy, we investigate …
identical type of wind turbines. In order to further reduce the cost of energy, we investigate …
Combined optimization for offshore wind turbine micro siting
In order to minimize the wake loss, wind turbines (WT) should be separated with large
intervening spaces. However, this will incur an increase in the capital expenditure on …
intervening spaces. However, this will incur an increase in the capital expenditure on …
Wind farm layout optimization in complex terrain based on CFD and IGA-PSO
A novel hybrid method is proposed for wind farm layout optimization in complex terrain.
Firstly, an elliptical modeling method is presented with the Witoszynski-shaped transition …
Firstly, an elliptical modeling method is presented with the Witoszynski-shaped transition …