Abstract: This paper proposes an approach to fault localization based on deep knowledge for dynamic industrial systems.Comparing with the Kakawa appraoch,the proposed method could more effectively represent the knowledge on fault location and determine fault candidates.It could be applied in more extensive range than regular expert systems based on shallow knowledge.The fault localization in a pump system is finally given to illustrate the real application of the proposed method.