The reliability evaluation system of AC contactor, which is based on dynamic characteristic testing technology, is developed. According to the data feature of dynamic characteristic, an adaptive fuzzy classification is presented. On the basis of the classification method, the fuzzy neural network for the performance reliability evaluation system of AC contactor is modeled. The conception and method that are proposed in this paper, are valuable to both the electrical apparatus R&D and product examination.