Fault detection and classification of shunt compensated transmission line using discrete wavelet transform and Naive Bayes classifier

• Main Authors: Aker, Elhadi Emhemad, Othman, Mohammad Lutfi, Veerasamy, Veerapandiyan, Aris, Ishak, Abdul Wahab, Noor Izzri, Hizam, Hashim
• Format: Article
• Language: English
• Published: MDPI 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/38182/1/38182.pdf; http://psasir.upm.edu.my/id/eprint/38182/; https://www.mdpi.com/1996-1073/13/1/243

This paper presents the methodology to detect and identify the type of fault that occurs in the shunt compensated static synchronous compensator (STATCOM) transmission line using a combination of Discrete Wavelet Transform (DWT) and Naive Bayes (NB) classifiers. To study this, the network model is d...