Transformer monitoring using harmonic current based on wavelet transformation and probabilistic neural network (PNN)

F. Imam Wahyudi, Wisnu Kuntjoro Adi, Ardyono Priyadi, Margo Pujiantara, Mauridhi Hery P.

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

Today, Transformer monitoring is urgently needed. This come from the reality that Indonesian Electrical Company could not know the condition of the transformer which was installed. The transformer is known damaged after something happen with the transformer. The Indonesian electrical company does some maintenance for the transformer, but this maintenance is only for checking the transformer is working well or not. The Indonesian electrical company could not check how long the transformer will be working well, how old the transformer and how is the condition of the transformer oil. Monitoring without directly touching the transformer is a new method. This method also can be applied simply by Indonesian electrical company. To monitor a transformer without touching directly required a long and continuously research. Age classification based on harmonic current transformer is one way to monitor the transformer without touching it. Harmonic currents filtered using wavelet transform and the results will be classified using PNN.

Original languageEnglish
Title of host publication2014 1st International Conference on Information Technology, Computer, and Electrical Engineering
Subtitle of host publicationGreen Technology and Its Applications for a Better Future, ICITACEE 2014 - Proceedings
EditorsMochammad Facta, R. Rizal Isnanto, Munawar Agus Riyadi, Dania Eridani
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages419-423
Number of pages5
ISBN (Electronic)9781479964314
DOIs
Publication statusPublished - 23 Mar 2015
Event2014 1st International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2014 - Semarang, Indonesia
Duration: 8 Nov 20149 Nov 2014

Publication series

Name2014 1st International Conference on Information Technology, Computer, and Electrical Engineering: Green Technology and Its Applications for a Better Future, ICITACEE 2014 - Proceedings

Conference

Conference2014 1st International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2014
Country/TerritoryIndonesia
CitySemarang
Period8/11/149/11/14

Keywords

  • Current Harmonic
  • Monitoring
  • PNN
  • wavelet

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