Using integrated neural networks and information fusion technology, this paper put forward a logical structure of automobile fault pattern recognition system, and analyzed technical realization way of its module. It discussed system architecture and realization process with the example of engine wear faults. The study indicated that the automobile fault pattern recognition system based on information fusion can make various fault recognition information be cross-examination and has wide application range and high fault recognition rate.