Title :
3D layout optimization for large wind farms
Author :
Hazra, Jagabondhu ; Mitra, Subhadip ; Mathew, Sathyajith ; Zaini, Fauzi
Author_Institution :
IBM India Res. Lab., Bangalore, India
Abstract :
This paper proposes a novel 3D micro-siting approach for optimal placement of wind turbines in the continuous space of a wind farm. Along with X and Y positions, hub height and rotor radius of each turbine is optimized to maximize the yield of the farm. Such 3D siting not only reduces the land requirement, but also extracts more power from the same site. Proposed 3D siting problem is formulated as a constrained optimization problem and solved by a particle swarm optimization (PSO) algorithm.
Keywords :
particle swarm optimisation; rotors; wind turbines; 3D micrositing approach; 3D siting problem; 3d layout optimization; PSO algorithm; constrained optimization problem; large wind farms; particle swarm optimization; rotor; Layout; Rotors; Three-dimensional displays; Wind farms; Wind speed; Wind turbines;
Conference_Titel :
Innovative Smart Grid Technologies Conference (ISGT), 2015 IEEE Power & Energy Society
Conference_Location :
Washington, DC
DOI :
10.1109/ISGT.2015.7131819