Research on Intelligent Fault Diagnosis Method for ESP Protector Based on Fuzzy Petri Nets

Author:

Li Lan Yun1,Yang Zhuan Zhao2,Li Xiao1,He Zhi1

Affiliation:

1. Xi’an Shiyou University

2. Tubular Goods Research Center of CNPC

Abstract

The protector is a key part of electric submersible pump (ESP), seals the motor and prevents the water entering into it. In order to solve the problem of complexity and uncertainty of fault propagation and analysis in protector, a new method for ESP protector fault diagnosis based on Fuzzy Petri nets (FPN) is proposed. Firstly, according to expert experiences and maintain rules, the FPN structure which has 28 places and 11 transitions is built to describe the protector fault propagation relations. Secondly, the five matrixes representing the FPN structure are obtained, and a rapid fault inference algorithm is designed via matrix operations. Finally, two fault diagnosis cases are analyzed, and the results show that the proposed method is valid and has strong engineering practicality.

Publisher

Trans Tech Publications, Ltd.

Reference9 articles.

1. D. Feng, H. W. Zhu, D. S. Xue: Synthetic Diagnosis Model for Electric Submersible Pump Unit Based on System Analysis. Acta Petrolei Sinica, Vol. 28, No. 1 (2007), pp.127-130.

2. X. J. Zhao: Study on Safety Evaluation Expert System of Submersible Electric Pump Based on Fault Tree Analysis. Master Thesis of China University of Petroleum (2007), pp.15-45.

3. M. Khurmy, M. Ramzan: Reliability of Electric Submersible Pump at Oil Fields. Proceedings of the 5th Europe Petroleum and Chemical Industry Conference, Vol. 1 (2008), pp.1-6.

4. Y. C. Huang, C. M. Huang, C. C. Liao, et al: A New Intelligent Fast Petri-net Model for Fault Section Estimation of Distribution. Systems. Proceedings of the International Conference on Power System Technology, Vol. 1 (2000), pp.217-222.

5. J. Y. Wang, Y.C. Ji: Application of Petri Nets in Transformer Faulr Diagnosis. Power System Technology, Vol. 26, No. 1 (2002), pp.21-24.

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