Analisis Dissolved Gas Analysis Dan Klasifikasi Tipe Fault Pada Minyak Trafo Dengan Metode Naive Bayes Classifier Pada Transformator Daya 150 kV

Sofia Ariyani

Abstract


Transformers are very important in electric power systems as well as in industry, therefore preventive maintenance is very necessary. One such treatment is the treatment of transformer oil. DGA (is an analysis of dissolved gas in transformer insulation oil and is one form of treatment for transformer insulation oil). In this final project, we will discuss how to analyze transformer oil data from DGA test and fault type classification using the naive bayes classifier method. The data from the transformer oil test with the DGA will later be classified which are then analyzed using Naive Bayes classifier and calculate the evaluation results with precision, recall, accuracy.


Keywords


Power systems; DGA

References


Anugroho, P. et al, Klasifikasi Email Spam dengan Meode Naive Bayes Classifier menggunakan Java Programing. Surabaya : Politeknik Elektronika Negeri Surabaya.

Anonym. 2010. Naïve Bayes Classifier. [Online]. Tersedia di: http://en.wikipedia.org/wiki/Naive_Bayes_classifier.

B. Raharjo, “Presisi Dan Akurasi,” Beni Raharjo – Nature, Environment, Remote Sensing, GIS, IT and Myself, 17-Mar-2011. [Online]. Available: http://www.raharjo.org/math/presisi-dan-akurasi.html.

Chumaidy Adib, Analisis Kegagalan Minyak Isolasi Pada Transformator Daya Berbasis Kandungan Gas Terlarut.

Hardityo Rahmat. 2008. Tugas Akhir : Deteksi dan Analisis Kegagalan Transformator Dengan Metode Analisis Gas Terlarut. Jakarta : FT UI.

IEEE, “IEEE Guide for the Interpretation of Gases Generated in Oil-Immersed Transformers”, IEEE Standard C57-104TM-2008, Sep. 2008.

Marselina - Prediksi Kelulusan dengan Naive Bayes dan C45 – 2010

Sakti Sarjono,Contoh-Perhitungan-Untuk-Naive-Bayes.pdf, 2010

Wibisono, Y. 2005. Klasifikasi Berita Berbahasa Indonesia menggunakan Naïve Bayes Classifier. [Online]. Tersedia http://fpmipa.upi.edu/staff/yudi/yudi0805.pdf.

Wikipedia: Bayesian spam filtering. http://en.wikipedia.org/wiki/Bayesian_spam_filtering.




DOI: https://doi.org/10.32528/elkom.v1i1.2181

Refbacks

  • There are currently no refbacks.


Copyright (c) 2019 Jurnal Teknik Elektro dan Komputasi (ELKOM)

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

View My Status                                                                       Indexing Service

                              

UNMUH

   Publisher :
   UNIVERSITAS MUHAMMADIYAH JEMBER
   Jl. Karimata No. 49 Jember 68121 East Java
   Website : www.unmuhjember.ac.id
   Email : kantorpusat@unmuhjember.ac.id

Editorial Address :
Electrical Engineering
Faculty of Engineering
UNIVERSITAS MUHAMMADIYAH JEMBER
Jl. Karimata No. 49 Jember 68121 East Java