Comparison of artificial neural network and multiple regression for partial discharge sources recognition

• Main Authors: Abubakar Masud, A., Muhammad-Sukki, F., Albarracin, R., Alfredo Ardila-Rev, J., Hawa Abu-Bakar, S., Fadilah Ab Aziz, N., Bani, N.A., Nabil Muhtazaruddin, M.
• Format: Article
• Language: English
• Published: 2018

This paper compares the capabilities of the artificial neural network (ANN) and multiple linear regression (MLR) for recognizing and discriminating partial discharge (PD) defects. Statistical fingerprints obtained from a several PD measurement were applied for training and testing both the ANN and M...