Diagnosis of Power Transformer using Fuzzy Clustering and Radial Basis Function Neural Network

  title={Diagnosis of Power Transformer using Fuzzy Clustering and Radial Basis Function Neural Network},
  author={Jong-Pil Lee and Dae Jong Lee and Pyeong-Shik Ji and Jae-Yoon Lim and Sung-Soo Kim},
  journal={The 2006 IEEE International Joint Conference on Neural Network Proceedings},
Diagnosis techniques based on the dissolved gas analysis (DGA) have been developed to detect incipient faults in power transformer. There are various methods based on DGA such as IEC, Roger, Dornenburg, and etc. However, these methods have been applied on the different problems with different standards. Also, it is difficult to achieve the diagnosis with accuracy by DGA without experienced experts. In order to resolve theses drawbacks, this paper proposes a novel diagnosis method using fuzzy… CONTINUE READING
5 Citations
15 References
Similar Papers


Publications referenced by this paper.
Showing 1-10 of 15 references

Nonlinear regression using RBFN with linear submodels

  • Sang Wook Choi, Dongkwon Lee, Jin Hyun Park, In-Beum Lee
  • Chemometrics and Intelligent Laboratory Systems…
  • 2003
Highly Influential
5 Excerpts

A neural network approach to power transformer fault diagnosis

  • Jin Xi Fu Yang, Lan Zhida
  • ICEMS 2003, Electrical Machines and Systems, vol…
  • 2003
1 Excerpt

A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis

  • J.L.Naredo, P. Moreno, C. R. Fuerte
  • IEEE Trans. Power Delivery, vol.16, pp. 643 – 647…
  • 2001
1 Excerpt

Adaptive fuzzy diagnosis system for dissolved gas analysis of power transformers

  • Hong -Tzer Yang, Chiung-Chou Liao
  • IEEE Trans. Power Delivery, vol. 14, pp. 1342…
  • 1999
1 Excerpt

Aging characteristics of power transformer oil and development of its analysis using KSOM

  • Jae Yoon Lim Pyeong Shik Ji, Jong Pil Lee
  • TENCON 99, Proceedings of the IEEE Region, vol. 2…
  • 1999
1 Excerpt

Similar Papers

Loading similar papers…