Abstract: To acquire proper prior distribution is a key problem in complex system Bayesian reliability evaluation.Based on the empirical Bayes theory,a spline density fitting for the prior function of system’s mission reliability was studied.The reliability test data based on Weibull,exponential and binomial distribution model was analyzed, and reliability evaluation formula was presented.Finally an example was given to show this method is simple in calculation and usable for engineering application.