The modelling of wind farm layout optimization for the reduction of wake losses

• Main Authors: Shakoor, Rabia, Hassan, Mohammad Yusri, Raheem, Abdur, Rasheed, Nadia
• Format: Article
• Language: English
• Published: Indian Society for Education and Environment 2015
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/58971/1/RabiaShakoor2015_TheModellingofWindFarmLayoutOptimization.pdf; http://eprints.utm.my/id/eprint/58971/; http://dx.doi.org/10.17485/ijst/2015/v8i17/69817
• Institution: Universiti Teknologi Malaysia

The objective of the present research is to find out the optimized dimensions of the wind farm area and turbines layout to reduce the overall cost per unit power. The velocity deficits caused by the wakes of each turbine were calculated by using Jensen's wake model. The optimal positions of wind turbine placement are evaluated by using genetic algorithm, while sustaining the obligatory space between adjacent turbines for operation safety. The research on the wind farm area dimensions and fully utilization of upstream wind velocity is currently lacking in literature. The logical application of area dimensions and genetic algorithm improved the overall efficiency of the wind farm. It is concluded that proposed duel level optimization method outperforms the existing ones. The total wind farm area (2km × 2km) was divided into 100 identical cells, with each cell having dimensions 200m × 200m . The performance of the proposed method is compared with the results from previous studies. The simulation results showed that power output of the wind farm was increased by using same area with different dimensions. It was observed that by using the same number of wind turbines, the total efficiency of wind farm was increased by 7 %.