Artificial Neural Network Application for Partial Discharge Recognition : Survey and Future Directions

@inproceedings{Masud2016ArtificialNN,
  title={Artificial Neural Network Application for Partial Discharge Recognition : Survey and Future Directions},
  author={Abdullahi Abubakar Mas’ud and Ricardo Albarrac{\'i}n and Jorge Ardila-Rey and Firdaus Muhammad-Sukki and Hazlee Azil Illias and Nurul Aini Bani and Abu Bakar Munir},
  year={2016}
}
In order to investigate how artificial neural networks (ANNs) have been applied for partial discharge (PD) pattern recognition, this paper reviews recent progress made on ANN development for PD classification by a literature survey. Contributions from several authors have been presented and discussed. High recognition rate has been recorded for several PD faults, but there are still many factors that hinder correct recognition of PD by the ANN, such as high-amplitude noise or wide spectral… CONTINUE READING