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According to the data characteristics of the assembled-military container failure cases, a new method, named as data mining was put forward in this paper. The necessity of data mining method was introduced in failure analysis domain. The basic principle of association rule and the construction of the corresponding data mining system was briefly described. Finally the remaining problems of the system were pointed out.