Multi-objective genetic algorithm based innovative wind farm layout optimization method

•Innovative optimization procedures for both regular and irregular shape wind farm.•Using real wind condition and commercial wind turbine parameters.•Using multiple-objective genetic algorithm optimization method.•Optimize the selection of different wind turbine types and their hub heights.