The present invention discloses a method, device, equipment and storage medium for standardizing cosmetic packaging materials, the method comprising: querying the packaging material information of the inner packaging materials of various
cosmetics; the packaging material information includes attributes and original size; dividing the inner packaging materials into multiple main categories according to the attributes; in each main category, clustering the inner packaging materials according to the original size to obtain multiple subcategories; in each subcategory, setting a standard size for the inner packaging materials of the
cosmetics. Performing initial clustering according to the attributes ensures that the attributes of the inner packaging materials of the
cosmetics are the same or similar, providing a feasible basis for secondary clustering, and performing secondary clustering of the inner packaging materials according to the original size to achieve size
standardization. Size
standardization can gradually reduce the number of sizes, so that production and warehouses can focus on a smaller range of sizes, reduce the complexity of the
production line, adjustment time and production costs, and occupy less storage space in management, reduce inventory cycles, and improve logistics efficiency and delivery speed.