Abstract: Over the recent years, the TDS intelligent dry cleaning machine working on high-precision X-ray identification principle for coal separation has been successfully developed and applied. For making full and better use of this technology, statistical analysis is made of this coal separation processes in operation of the air supply system, dust collection system, noise control system, et al are highlighted in the paper. The study result may provide a reference for the widespread application of the machine in the future.