Abstract: Applying the Bayesian analysis,utilizing fully the historical information, got the optimum parameters estimations was got, thus established the control charts and the cause selecting control charts and the diagnosis theory with two kinds of quality for small volume.Practical case studies proved that the theory is in accordance with the practice.