Abstract: Taking all the feed water pumps as a whole, the data processing method of multiple repairable systems was used to parameter calculation of them. When distinguishing feed water pumps into different samples, the hierarchical bayes model was built, and the reliability parameters were calculated by using WinBUGS. At last, the results were analysed.