Research Article

Protection of Transformers with Fuzzy Logic

Volume: 17 Number: 1 May 1, 2020
EN

Protection of Transformers with Fuzzy Logic

Abstract

Power transformers are one of the most expensive and most important elements in the power system. Malfunctions in power transformers result in significant power cuts and, consequently, material damage. This important problem needs to be solved. Power transformers must be protected from various fault conditions and faults in the power system. In this study, power transformers are significantly protected from failures in power systems. While this process is provided by various protection relays, the differential protection relays are generally used. In this study, protection relays have been controlled by fuzzy logic and protection has been provided in power transformers. The fuzzy based relay algorithm has been composed of flux-differential current derivation curve, harmonic restriction and percentage differential characteristic curves. The fuzzy-based relay algorithm has been coded in Matlab software. The software has been tested on the power transformer control panels at the Erdemli Substation. The electrical and mechanical failures that occurred have been identified in a shorter time. Thus, damage to power transformers is prevented by controlling relays more effectively and faster. This has led to a significant reduction in maintenance and repair costs. It is understood that the study is successful.

Keywords

References

  1. [1] A. Abu-Siada, S. Islam, A novel on line technique to detect power transformer winding faults, IEEE Trans. Power Delivery, 27(2), (2012), 849-857.
  2. [2] V. Behjat, A. Vahedi, Numerical modelling of transformers interturn faults and characterising the faulty transformer behaviour under various faults and operating conditions, IET Electric Power Applications, 5(5), (2011), 415-431.
  3. [3] A. Koochaki, S. M. Kouhsari, G. Ghanavati, Transformer Internal Faults Simulation, Advances in Electrical and Computer Engineering, 8(2), (2008), 23-28.
  4. [4] P. P. Buckle, K. L. Butler, N. D. R. Sarma, A. Kopp, Simulation of Incipient Transformer Faults, IEEE Midwest Symposium on Circuits and Systems, (1998), 50-53.
  5. [5] X. Lei, J. Li, Y. Wang, S. Mi, C. Xiang, Simulative and experimental investigation of transfer function of inter-turn faults in transformer windings, Electric Power Systems Research, 107(1), (2014), 1-8.
  6. [6] H. Z. Ma, Z. Li, P. Ju, J. D. Han, L. M. Zhang, Diagnosis of Power Transformer Faults on Fuzzy Three-Ratio Method, The 7th International Power Engineering Conference, (2005), 453-456.
  7. [7] H. C. Sun, Y. C. Huang, C. M. Huang, Fault Diagnosis of Power Transformers Using Computational Intelligence: A Review, Energy Procedia, 14(1), (2012), 1226-1231.
  8. [8] D. Wang, W. H. Tang, Q. H. Wu, Ontology-Based Fault Diagnosis for Power Transformers, 2010 IEEE Power and Energy Society General Meeting, (2010), 1-8.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

May 1, 2020

Submission Date

November 23, 2019

Acceptance Date

April 18, 2020

Published in Issue

Year 2020 Volume: 17 Number: 1

APA
Zile, M. (2020). Protection of Transformers with Fuzzy Logic. Cankaya University Journal of Science and Engineering, 17(1), 63-70. https://izlik.org/JA85EP73UY
AMA
1.Zile M. Protection of Transformers with Fuzzy Logic. CUJSE. 2020;17(1):63-70. https://izlik.org/JA85EP73UY
Chicago
Zile, Mehmet. 2020. “Protection of Transformers With Fuzzy Logic”. Cankaya University Journal of Science and Engineering 17 (1): 63-70. https://izlik.org/JA85EP73UY.
EndNote
Zile M (May 1, 2020) Protection of Transformers with Fuzzy Logic. Cankaya University Journal of Science and Engineering 17 1 63–70.
IEEE
[1]M. Zile, “Protection of Transformers with Fuzzy Logic”, CUJSE, vol. 17, no. 1, pp. 63–70, May 2020, [Online]. Available: https://izlik.org/JA85EP73UY
ISNAD
Zile, Mehmet. “Protection of Transformers With Fuzzy Logic”. Cankaya University Journal of Science and Engineering 17/1 (May 1, 2020): 63-70. https://izlik.org/JA85EP73UY.
JAMA
1.Zile M. Protection of Transformers with Fuzzy Logic. CUJSE. 2020;17:63–70.
MLA
Zile, Mehmet. “Protection of Transformers With Fuzzy Logic”. Cankaya University Journal of Science and Engineering, vol. 17, no. 1, May 2020, pp. 63-70, https://izlik.org/JA85EP73UY.
Vancouver
1.Mehmet Zile. Protection of Transformers with Fuzzy Logic. CUJSE [Internet]. 2020 May 1;17(1):63-70. Available from: https://izlik.org/JA85EP73UY