A comprehensive analysis of grid-based wind turbine layout using an efficient binary invasive weed optimization algorithm with levy flight
作者：
Highlights：
• A novel invasive weed optimization algorithm based on levy flight (LFIWO) is proposed.
• Nine different layout systems are proposed for optimizing wind turbine placement.
• A new repair operator is developed in order to make the candidate solutions feasible.
• Experimental studies are performed with ten binary variants for both of IWO and LFIWO.
• LFIWO obtains the better results than those of the other algorithms in the literature.
摘要
•A novel invasive weed optimization algorithm based on levy flight (LFIWO) is proposed.•Nine different layout systems are proposed for optimizing wind turbine placement.•A new repair operator is developed in order to make the candidate solutions feasible.•Experimental studies are performed with ten binary variants for both of IWO and LFIWO.•LFIWO obtains the better results than those of the other algorithms in the literature.
论文关键词：Invasive weed optimization,Levy flight,Wind turbine placement,Turbine layout,Binary algorithm
论文评审过程：Received 4 June 2021, Revised 8 December 2021, Accepted 3 March 2022, Available online 9 March 2022, Version of Record 13 March 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.116835
