Route planning for electric vehicles (EVs) is a critical challenge in sustainable transportation. as it directly addresses concerns about greenhouse gas emissions and energy efficiency. This study presents a novel approach that combines K-means clustering and GA optimization to create dynamic. real-world applicable routing solutions. https://parisnaturalfoodes.shop/product-category/s2-grape/