To address the issues of uneven color, poor drying, uneven quality, complicated and time-consuming processing of red dates for customers' walnut products, we aim to create a one-stop automated production line that covers raw material cleaning, pretreatment, drying and shaping, and finished product packaging. Unified processing technology standards, stable finished product color and moisture content, solving pain points of unstable finished product quality, fully automated flow throughout the process, significantly reducing manual dependence, and improving overall production capacity and finished product qualification rate