Abstract: Based on the analysis of the current status of tobacco leaf curing management in China, this paper proposes the development direction of big data application + unattended + intelligent control in the later stages of production in the future. Combining the literature, summarized the research focus of the next step of scientific research and innovation, and put forward suggestions on the mining and management of big data under the new situation.