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

Maryam Mirzaei; Mohd Zainal Abidin Ab. Kadir; Hashim Hizam; Ehsan Moazami

doi:10.1080/15325008.2011.615802

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 ◽

Power Distribution Systems ◽

Feed Forward Neural Network

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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 ◽

Power Distribution Systems

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COMPARATIVE ANALYSIS OF RBF (RADIAL BASIS FUNCTION) NETWORK AND GAUSSIAN FUNCTION IN MULTI-LAYER FEED-FORWARD NEURAL NETWORK (MLFFNN) FOR THE CASE OF FACE RECOGNITION.

International Journal of Advanced Research ◽

10.21474/ijar01/5597 ◽

2017 ◽

Vol 5 (10) ◽

pp. 843-873

Author(s):

Arvind Kumar. ◽

Keyword(s):

Neural Network ◽

Face Recognition ◽

Comparative Analysis ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Gaussian Function ◽

Feed Forward Neural Network ◽

Feed Forward ◽

Function Network

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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 ◽

Power Distribution Systems ◽

Hilbert Huang Transform

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Comparisons of logistic regression and artificial neural network on power distribution systems fault cause identification

Proceedings of the 2005 IEEE Midnight-Summer Workshop on Soft Computing in Industrial Applications, 2005. SMCia/05. ◽

10.1109/smcia.2005.1466960 ◽

2005 ◽

Cited By ~ 1

Author(s):

Le Xu ◽

Mo-Yuen Chow ◽

X.Z. Gao

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Logistic Regression ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

Artificial Neural

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Performance comparison of radial basis function with feed-forward neural network for sensor linearization

2015 International Conference on Computer, Communication and Control (IC4) ◽

10.1109/ic4.2015.7375530 ◽

2015 ◽

Author(s):

S. Sundararajan ◽

K. N. Madhusoodanan

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Performance Comparison ◽

Feed Forward Neural Network ◽

Feed Forward ◽

Radial Basis ◽

Sensor Linearization

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High impedance fault detection in power distribution systems using wavelet transform and evolving neural network

Electric Power Systems Research ◽

10.1016/j.epsr.2017.08.039 ◽

2018 ◽

Vol 154 ◽

pp. 474-483 ◽

Cited By ~ 31

Author(s):

Sergio Silva ◽

Pyramo Costa ◽

Maury Gouvea ◽

Alcyr Lacerda ◽

Franciele Alves ◽

...

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Fault Detection ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

High Impedance ◽

High Impedance Fault

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The choice between Radial Basis function and Feed Forward Neural Network to predict long term tidal condition

International Journal of coastal and offshore engineering ◽

10.29252/ijcoe.4.1.1 ◽

2020 ◽

Vol 4 (1) ◽

pp. 1-9

Author(s):

Hengameh Motamedi ◽

◽

Maryam Rahbani ◽

Abbas Harifi ◽

Danial Ghaderi ◽

...

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Feed Forward Neural Network ◽

Feed Forward ◽

Radial Basis ◽

Tidal Condition

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

2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) ◽

10.1109/isap48318.2019.9065966 ◽

2019 ◽

Cited By ~ 1

Author(s):

Flavio Lori Grando ◽

Andre Eugenio Lazzaretti ◽

Miguel Moreto ◽

Heitor Silverio Lopes

Keyword(s):

Machine Learning ◽

Power Distribution ◽

Distribution Systems ◽

Fault Classification ◽

Power Distribution Systems

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Power Distribution Systems Fault Cause Identification using Logistic Regression and Artificial Neural Network

Proceedings of the 13th International Conference on, Intelligent Systems Application to Power Systems ◽

10.1109/isap.2005.1599256 ◽

2006 ◽

Author(s):

Le Xu ◽

Mo-Yuen Chow

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Logistic Regression ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

Artificial Neural

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A neural network based fault detector for power distribution systems

Lecture Notes in Computer Science - Artificial Neural Networks — ICANN'97 ◽

10.1007/bfb0020301 ◽

1997 ◽

pp. 1107-1112

Author(s):

Yasmine Assef ◽

Patrick Bastard ◽

Michel Meunier

Keyword(s):

Neural Network ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems

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