“…If the soot blowing operation is not carried out in time, it will cause too much ash deposition on the heating surface, reduce the heat transfer efficiency, and even cause accidents, which will affect the safety and economy of boiler production; if the soot blowing frequency is too high, it will not only cause excessive waste of soot blowing steam, but also cause erosion of heating surface and affect the service life of equipment. Therefore, under the limited conditions of soot blowing cost, production efficiency, and production constraints, it is of great significance to determine the most efficient soot blowing operation mode for the safety of the whole unit, energy saving and emission reduction [6][7][8][9] .…”