In this paper, the problems in cracking furnace after low NO_X burner modification are analyzed and studied. The single burner CFD numerical simulation of cracking furnace is carried out. Through the analysis of temperature field, velocity field and concentration field, the technical bottlenecks that affect the distribution of furnace temperature field, furnace pressure control and NOx emissions are found out. Some suggestions are put forward for the improvement of burner structure.