Transformer Equipment Fuzzy Fault Data Analysis

Authors

  • V. Z. Manusov Novosibirsk State Technical University
  • D. I. Kovalenko Novosibirsk State Technical University
  • S. A. Dmitriev Ural Federal University
  • S. A. Eroshenko Ural Federal University

Abstract

The paper addresses the problem of transformer equipment fault data analysis in application to power system equipment operation data consistency improvement. Fuzzy and indefinite nature of such data is a primary barrier for effective problem solution. Fault data analysis is based on expert ranking results and transformer diagnostics data. Proposed approach integrates fuzzy linguistic estimations and quantitative characteristics of power equipment under consideration, carried out by pair comparison using fundamental Saaty scale, which gives the possibility to reveal the most considerable failure symptoms. The methodology is verified by corresponding calculations results. Transformer failure cause analysis is given in the paper conclusion. Additional discussion about the possibility of proposed methodology application in decision-making systems are provided as well.

Author Biographies

V. Z. Manusov, Novosibirsk State Technical University

доктор технических наук, профессор, кафедра «Системы электроснабжения предприятий»

D. I. Kovalenko, Novosibirsk State Technical University

аспирант, кафедра «Системы электроснабжения предприятий»

S. A. Dmitriev, Ural Federal University

кандидат технических наук, доцент, кафедра «Автоматизированные электрические системы» Уральского энергетического института

S. A. Eroshenko, Ural Federal University

аспирант, кафедра «Автоматизированные электрические системы» Уральского энергетического института

References

Zadeh L. Fuzzy Sets / L. Zadeh // Information and Control. – 1965. – № 8. – P. 338–353.

Thomas L. Saaty. Relative Measurement and Its Generalization in Decision Making Why Pairwise Comparisons are Central in Mathematics for the Measurement of Intangible Factors The Analytic Hierarchy/Network Process. – 2008. – № 102. – P. 251–318.

Issue

Section

Elecromechanical systems