Abstract: The present situation of high temperature flue gas treatment and high temperature dust removal technology in cement industry are briefly described. On the premise of ensuring stable and reliable operation of the system, the renovation of cooler electrostatic precipitator is discussed, as well as the programme that the SCR reactor for preheater is located before the waste heat boiler, the high temperature dust collector and SCR reactor are added. Through modification, the problems of bag burning risk of dust collector and wear of waste heat boiler at cooler can be solved, and the application limitation of SCR technology at preheater can also be solved.