When planning for the smart factory product line, the first step for the factory is to conduct thorough market research and analysis of its own products, then categorize them into broad product categories. Based on different products and varying market demands, the smart factory product line should be planned accordingly. This avoids excessive upfront investment of effort and capital in building a smart factory that ultimately yields low returns due to insufficient market demand for the products.