Since the "Thirteenth Five-Year Plan", the biomedical industry structure has been transformed and upgraded. Studying the development of the biomedical industry and proposing feasibility suggestions based on the analysis results are particularly important for the subsequent development of the biomedical industry in Yunnan Province. First, this paper uses the normal distribution model to divide the different stages of industrial development. Then, through multi-level index selection and fuzzy analytic hierarchy analysis, the empowerment is performed to quantify the stage of the industry to the designated area. Finally, the overall development of the industry and the development of some indicators are analyzed, and suggestions are made to promote the development of the biomedical industry.