MetaCartSign in to MyCiteSeer

Include Citations | Advanced Search | Help

Include Citations | Advanced Search | Help

  Techniques in A Power Transformer Condition Monitoring System

Download:
Download as a PDF
by Zhi-hua Zhou, Yuan Jiang, Xu-ri Yin, Shi-fu Chen
http://cs.nju.edu.cn/people/zhouzh/zhouzh.files/publication/iea-aie02.pdf
Add To MetaCart

Abstract:

Abstract. In this paper, visualization and neural network techniques are applied together to a power transformer condition monitoring system. Through visualizing the data from the chromatogram of oil-dissolved gases by 2-D and/or 3-D graphs, the potential failures of the power transformers become easy to be identified. Through employing some specific neural network techniques, the data from the chromatogram of oil-dissolved gases as well as those from the electrical inspections can be effectively analyzed. Experiments show that the described system works quite well in condition monitoring of power transformers. 1.

Citations

157 Learning representations by back-propagating errors. Nature – Rumelhart, Hinton, et al. - 1986
42 A dataflow toolkit for visualization – Dyer - 1990
4 Rapid quality estimation of neural network input representations – Cherkauer, Shavlik - 1996
2 R.: The use of artificial neural networks for condition monitoring of electrical power transformers. Neurocomputing 23 – Booth, McDonald - 1998
2 Pilo F.: Neural networks for power system condition monitoring and protection. Neurocomputing 23 – Cannas, Celli, et al. - 1998
2 H.: Neural network methods for diagnosing faults of power transformers. Automation of Electric Power Systems 17 – He, Tang, et al. - 1993
2 S.-F.: A general design technique for fault diagnostic systems – He, Zhou, et al. - 2001
1 Birtwhistle D.: Condition monitoring of power transformer on-load tapchangers. Part 1: Automatic condition diagnostics – Kang - 2001
1 Nakamae E., Namera A., Kitamura H.: Design improvements on graded insulation of power transformers using transient electric field analysis and visualization technique – Yamashita, Cingoski - 1999
View or Download | Add to My Collection | Correct Errors