A Study on Three Phase Partial Discharge Pattern Classification with the Aid of Optimized Polynomial Radial Basis Function Neural Networks

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2013.62.4.544 ◽

2013 ◽

Vol 62 (4) ◽

pp. 544-553

Author(s):

Sung-Kwun Oh ◽

Hyun-Ki Kim ◽

Jung-Tae Kim

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Three Phase ◽

Download Full-text

Design and Application of Radial Basis Function Neural Networks Pattern Classifier with Feature Selection Technique Based on Random Forest for Partial Discharge Pattern Classification

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.6.526 ◽

2021 ◽

Vol 31 (6) ◽

pp. 526-532

Author(s):

Seok-Beom Roh ◽

Sung—Kwun Oh ◽

Young-Eil Kim

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Random Forest ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Feature Selection Technique ◽

Selection Technique

Download Full-text

Design of Optimized Fuzzy C-Means Clustering based Radial Basis Function Neural Network for Partial Discharge Pattern Classifier: Comparative Study

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.6.457 ◽

2021 ◽

Vol 31 (6) ◽

pp. 457-464

Author(s):

Byeong-Kuk Jeong ◽

Sung-Kwun Oh ◽

Young-Il Kim

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Fuzzy C Means ◽

Radial Basis ◽

Fuzzy C Means Clustering ◽

Pattern Classifier

Download Full-text

Partial Discharge Pattern Recognition Using Radial Basis Function Neural Network

2010 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2010.5449354 ◽

2010 ◽

Author(s):

Wen-Yeau Chang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Download Full-text

Detection of bearing defects in three-phase induction motors using Park’s transform and radial basis function neural networks

Sadhana ◽

10.1007/bf02703379 ◽

2006 ◽

Vol 31 (3) ◽

pp. 235-244 ◽

Author(s):

Izzet Y. Önel ◽

K. Burak Dalci ◽

İbrahim Senol

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Induction Motors ◽

Bearing Defects ◽

Three Phase ◽

Download Full-text

Pattern Classification Using Radial Basis Function Neural Networks Enhanced with the Rvachev Function Method

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-25085-9_32 ◽

2011 ◽

pp. 272-279

Author(s):

Mark S. Varvak

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Function Method ◽

Download Full-text

Three‐phase AC/DC power‐flow for balanced/unbalanced microgrids including wind/solar, droop‐controlled and electronically‐coupled distributed energy resources using radial basis function neural networks

IET Power Electronics ◽

10.1049/iet-pel.2016.0010 ◽

2017 ◽

Vol 10 (3) ◽

pp. 313-328 ◽

Author(s):

Hamid Reza Baghaee ◽

Mojtaba Mirsalim ◽

Gevork B. Gharehpetian ◽

Heidar Ali Talebi

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Energy Resources ◽

Distributed Energy Resources ◽

Distributed Energy ◽

Dc Power ◽

Three Phase ◽

Download Full-text

Radial Basis Function Neural Networks and Principal Component Analysis for Pattern Classification

International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) ◽

10.1109/iccima.2007.344 ◽

2007 ◽

Author(s):

Mary George

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Principal Component ◽

Component Analysis ◽

Download Full-text

Three‐phase feeder parameter estimation using radial basis function neural networks and multi‐run optimisation method with bad data preparation

IET Generation Transmission & Distribution ◽

10.1049/gtd2.12310 ◽

2021 ◽

Author(s):

Nien‐Che Yang ◽

Rui Huang ◽

Mou‐Fa Guo

Keyword(s):

Neural Networks ◽

Parameter Estimation ◽

Radial Basis Function ◽

Basis Function ◽

Data Preparation ◽

Three Phase ◽

Radial Basis ◽

Download Full-text

Partial Discharge Pattern Recognition of Cast Resin Current Transformers Using Radial Basis Function Neural Network

Journal of Electrical Engineering and Technology ◽

10.5370/jeet.2014.9.1.293 ◽

2014 ◽

Vol 9 (1) ◽

pp. 293-300 ◽

Author(s):

Wen-Yeau Chang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Current Transformers ◽

Download Full-text

Polynomial-based radial basis function neural networks (P-RBF NNs) and their application to pattern classification

Applied Intelligence ◽

10.1007/s10489-008-0133-z ◽

2008 ◽

Vol 32 (1) ◽

pp. 27-46 ◽

Author(s):

Byoung-Jun Park ◽

Witold Pedrycz ◽

Sung-Kwun Oh

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Download Full-text