The application of normal distribution for quality characteristics has its limits on the condition that specification interval is asymmetric. In this paper, the compound normal distribution N(L,σ21,σ22) was proposed and simulated, the property of the parameters L、σ1 and σ2 was studied. The distribution was further applied toangle quality process control.