A Novel Neural Network Approach to Transformer Fault Diagnosis Based on Momentum-Embedded BP Neural Network Optimized by Genetic Algorithm and Fuzzy c-Means-Reference-Cited by-同舟云学术

A Novel Neural Network Approach to Transformer Fault Diagnosis Based on Momentum-Embedded BP Neural Network Optimized by Genetic Algorithm and Fuzzy c-Means

Published:2015-12-14 Issue:9 Volume:41 Page:3451-3461
ISSN:1319-8025
Container-title:Arabian Journal for Science and Engineering
language:en
Short-container-title:Arab J Sci Eng

Author:

Zhang Kefei,Yuan Fang,Guo Jiang,Wang Guoping

Funder

The National Nature Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Link

http://link.springer.com/content/pdf/10.1007/s13369-015-2001-6.pdf

Reference43 articles.

1. Ahmed, M.R.; Geliel, M.A.; Khalil, A.: Power transformer fault diagnosis using Fuzzy logic technique based on dissolved gas analysis. In: Proceeding of 21st Mediterranean Conference on Control and Automation, pp. 584–589, New York, USA, 25–28 June 2013

2. Cabanas M.F., Pedrayes F., Melero M.G., Rojas C.H., Orcajo G.A., Cano J.M., Norniella J.G.: Insulation fault diagnosis in high voltage power transformers by means of leakage flux analysis. Prog. Electromagn. Res. 114, 211–234 (2011)

3. Vahedi A., Behjat V.: Online monitoring of power transformers for detection of internal winding short circuit faults using negative sequence analysis. Eur. Trans. Electr. Power. 21(1), 196–211 (2011)

4. Zhang Y., Ding X., Liu Y., Griffin P. J.: An artificial neural network approach to transformer fault diagnosis. IEEE Trans. Power Deliv. 11(4), 183–184 (1996)

5. Liu L.T., Ding Z.J.: Modeling analysis of power transformer fault diagnosis based on improved relevance vector machine. Math. Probl. Eng. 6, 1–6 (2013)

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