The feature level module adopts three collateral neural networks which structures are same, its function is to do local diagnosis and to get basic probability assignment ( BPA) of D-S evidence theory. 特征级融合模块采用3个结构相同的并行神经网络,一是进行局部诊断;二是获得决策级D-S证据理论的基本概率赋值。