Based on the evaluation indicator system of circular economy supportiveness of coal industry and data from a questionnaire, this study applies the method of AHP and Fuzzy Synthetic Evaluation Model to assessment and analysis on the supportiveness of circular economy of coal industry in X Province. Strategies and suggestions to the development of circular economy for X Province are proposed.