Fault Classification in Power Distribution Systems using PMU Data and Machine Learning

Application of Machine Learning Algorithms for Predicting Vegetation Related Outages in Power Distribution Systems

10.1109/eecon52960.2021.9580947 ◽

2021 ◽

Author(s):

A. U. Melagoda ◽

T. D. L. P. Karunarathna ◽

G. Nisaharan ◽

P. A. G. M. Amarasinghe ◽

S. K. Abeygunawardane

Keyword(s):

Machine Learning ◽

Power Distribution ◽

Distribution Systems ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Fault Classification in Power Distribution Systems Using Multiresolution Analysis and a Fuzzy-ARTMAP Neural NetworkAnalysis and a Fuzzy-ARTMAP Neural Network

IEEE Latin America Transactions ◽

10.1109/tla.2021.9475615 ◽

2021 ◽

Vol 19 (11) ◽

pp. 1824-1831

Author(s):

Haislan Bernardes ◽

Mauro Tonelli-Neto ◽

Carlos Roberto Minussi

Keyword(s):

Neural Network ◽

Multiresolution Analysis ◽

Power Distribution ◽

Distribution Systems ◽

Fault Classification ◽

Fuzzy Artmap ◽

Machine Learning to Predict Fault Events in Power Distribution Systems

Data Analytics in the Era of the Industrial Internet of Things ◽

10.1007/978-3-030-63139-0_3 ◽

2021 ◽

pp. 47-60

Author(s):

Aldo Dagnino

Keyword(s):

Machine Learning ◽

Power Distribution ◽

Distribution Systems ◽

The Use Machine Learning Model to Predict Number of Interruptions in Power Distribution Systems

10.3850/978-981-18-2016-8_657-cd ◽

2021 ◽

Author(s):

da Costa Lima ◽

Gabriel Alves ◽

Costa . ◽

Lu\'is Augusto Nagasaki ◽

Teodoro Filho ◽

...

Keyword(s):

Machine Learning ◽

Power Distribution ◽

Distribution Systems ◽

Learning Model ◽

Machine Learning Model

Comparative Analysis of Probabilistic Neural Network, Radial Basis Function, and Feed-forward Neural Network for Fault Classification in Power Distribution Systems

Electric Power Components and Systems ◽

10.1080/15325008.2011.615802 ◽

2011 ◽

Vol 39 (16) ◽

pp. 1858-1871 ◽

Cited By ~ 12

Author(s):

Maryam Mirzaei ◽

Mohd Zainal Abidin Ab. Kadir ◽

Hashim Hizam ◽

Ehsan Moazami

Keyword(s):

Neural Network ◽

Comparative Analysis ◽

Radial Basis Function ◽

Basis Function ◽

Power Distribution ◽

Distribution Systems ◽

Probabilistic Neural Network ◽

Fault Classification ◽

Feed Forward Neural Network

Fault Classification in Power Distribution Systems Based on Limited Labeled Data using Multi-Task Latent Structure Learning

Sustainable Cities and Society ◽

10.1016/j.scs.2021.103094 ◽

2021 ◽

pp. 103094

Author(s):

Mostafa Gilanifar ◽

Hui Wang ◽

Jose Cordova ◽

Eren Erman Ozguven ◽

Thomas I. Strasser ◽

...

Keyword(s):

Power Distribution ◽

Distribution Systems ◽

Structure Learning ◽

Latent Structure ◽

Fault Classification ◽

Deep-Learning-Based Fault Classification Using Hilbert–Huang Transform and Convolutional Neural Network in Power Distribution Systems

IEEE Sensors Journal ◽

10.1109/jsen.2019.2913006 ◽

2019 ◽

Vol 19 (16) ◽

pp. 6905-6913 ◽

Cited By ~ 13

Author(s):

Mou-Fa Guo ◽

Nien-Che Yang ◽

Wei-Fan Chen

Keyword(s):

Neural Network ◽

Deep Learning ◽

Convolutional Neural Network ◽

Power Distribution ◽

Distribution Systems ◽

Fault Classification ◽

Hilbert Huang Transform

Fault classification for power distribution systems via a combined wavelet-neural approach

2004 International Conference on Power System Technology, 2004. PowerCon 2004. ◽

10.1109/icpst.2004.1460204 ◽

2005 ◽

Cited By ~ 14

Author(s):

O. Dag ◽

C. Ucak

Keyword(s):

Power Distribution ◽

Distribution Systems ◽

Fault Classification ◽

A Machine Learning Approach to Learn Rules for Fault Diagnosis in Power Distribution Systems

Advanced Information Processing ◽

10.1007/978-3-642-93464-3_11 ◽

1990 ◽

pp. 98-107 ◽

Cited By ~ 1

Author(s):

A. Hecht ◽

R. Meunier

Keyword(s):

Machine Learning ◽

Fault Diagnosis ◽

Power Distribution ◽

Distribution Systems ◽

Learning Approach ◽

Machine Learning Approach

Steady State Electromagnetic Analysis of a Current-Voltage Sensorembedded in an Insulator for Three-Phase Power Distribution Systems

IEEJ Transactions on Fundamentals and Materials ◽

10.1541/ieejfms1990.119.6_758 ◽

1999 ◽

Vol 119 (6) ◽

pp. 758-763 ◽

Cited By ~ 1

Author(s):

Tatsuya Furukawa ◽

Manabu Ashikawa ◽

Masashi Ohchi ◽

Hideki Shimada

Keyword(s):

Steady State ◽

Power Distribution ◽

Distribution Systems ◽

Electromagnetic Analysis ◽

Current Voltage ◽

Three Phase ◽

A Current