This product is based on high-precision online detection data of raw coal, dense medium clean coal, flotation clean coal, and total clean coal ash content. It leverages AI-based multi-state fusion intelligent control technology and intelligent decision-making technology to establish a comprehensive intelligent control system for the entire process of dense medium separation, coarse slime separation, flotation, concentration, and filtration. The system enables automatic coal blending, automatic flow diversion, automatic water replenishment, intelligent medium addition, and intelligent reagent dosing. Through full-process state perception, optimized control, and visualized production in coal preparation, it improves separation efficiency, ensures product quality, and enhances clean coal recovery rates.