As global demand for offshore wind energy continues to rise. the imperative to enhance the profitability of wind power projects and reduce their operational costs becomes increasingly urgent. This study proposes an innovative approach to optimize the inspection routes of offshore wind farms. which integrates the K-means clustering algorithm and genetic algorithm (GA). https://parisnaturalfoodes.shop/product-category/bath-salts-glow/