The Classification of Power Quality Disturbances using Statistical S-Transform and Probabilistic Neural Network

2021 1st Odisha International Conference on Electrical Power Engineering, Communication and Computing Technology(ODICON) ◽

10.1109/odicon50556.2021.9428947 ◽

2021 ◽

Author(s):

Laxmipriya Samal ◽

Hemanta Kumar Palo ◽

Badri Narayan Sahu ◽

Debashisa Samal

Keyword(s):

Neural Network ◽

Power Quality ◽

Probabilistic Neural Network ◽

S Transform ◽

Power Quality Disturbances

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Detection and Classification of Power Quality Disturbances Using S-Transform and Probabilistic Neural Network

IEEE Transactions on Power Delivery ◽

10.1109/tpwrd.2007.911125 ◽

2008 ◽

Vol 23 (1) ◽

pp. 280-287 ◽

Author(s):

S. Mishra ◽

C. N. Bhende ◽

B. K. Panigrahi

Keyword(s):

Neural Network ◽

Power Quality ◽

Probabilistic Neural Network ◽

S Transform ◽

Power Quality Disturbances

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Detection and classification of power quality disturbances using S-Transform and probabilistic neural network

2009 IEEE/PES Power Systems Conference and Exposition ◽

10.1109/psce.2009.4840264 ◽

2009 ◽

Author(s):

Sukumar Mishra

Keyword(s):

Neural Network ◽

Power Quality ◽

Probabilistic Neural Network ◽

S Transform ◽

Power Quality Disturbances

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Assessing the performance of a modified S-transform with probabilistic neural network, support vector machine and nearest neighbour classifiers for single and multiple power quality disturbances identification

Neural Computing and Applications ◽

10.1007/s00521-017-3136-z ◽

2017 ◽

Vol 31 (4) ◽

pp. 1041-1060 ◽

Author(s):

Heman Shamachurn

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Power Quality ◽

Probabilistic Neural Network ◽

Support Vector ◽

Nearest Neighbour ◽

Network Support ◽

S Transform ◽

Multiple Power ◽

Power Quality Disturbances

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Detection and classification of power quality disturbances in time domain using probabilistic neural network

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727344 ◽

2016 ◽

Author(s):

Z. M. Chen ◽

M. S. Li ◽

T. Y. Ji ◽

Q. H. Wu

Keyword(s):

Neural Network ◽

Power Quality ◽

Time Domain ◽

Probabilistic Neural Network ◽

Power Quality Disturbances

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Power Quality Disturbances Events Recognition Based on S-Transform and Probabilistic Neural Network

Communications in Computer and Information Science - Life System Modeling and Intelligent Computing ◽

10.1007/978-3-642-15853-7_26 ◽

2010 ◽

pp. 207-212 ◽

Author(s):

Nantian Huang ◽

Xiaosheng Liu ◽

Dianguo Xu ◽

Jiajin Qi

Keyword(s):

Neural Network ◽

Power Quality ◽

Probabilistic Neural Network ◽

S Transform ◽

Power Quality Disturbances

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Automatic classification of single and hybrid power quality disturbances using Wavelet Transform and Modular Probabilistic Neural Network

2015 IEEE Conference on Energy Conversion (CENCON) ◽

10.1109/cencon.2015.7409588 ◽

2015 ◽

Author(s):

S. Khokhar ◽

A.A. Mohd. Zin ◽

A.S. Mokhtar ◽

M.A. Bhayo ◽

A. Naderipour

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Power Quality ◽

Probabilistic Neural Network ◽

Automatic Classification ◽

Hybrid Power ◽

Power Quality Disturbances

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Power quality disturbances classification based on S-transform and probabilistic neural network

Neurocomputing ◽

10.1016/j.neucom.2011.06.041 ◽

2012 ◽

Vol 98 ◽

pp. 12-23 ◽

Author(s):

Nantian Huang ◽

Dianguo Xu ◽

Xiaosheng Liu ◽

Lin Lin

Keyword(s):

Neural Network ◽

Power Quality ◽

Probabilistic Neural Network ◽

S Transform ◽

Power Quality Disturbances

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An expert system based on S-transform and neural network for automatic classification of power quality disturbances

Expert Systems with Applications ◽

10.1016/j.eswa.2008.07.030 ◽

2009 ◽

Vol 36 (3) ◽

pp. 5962-5975 ◽

Author(s):

Murat Uyar ◽

Selcuk Yildirim ◽

Muhsin Tunay Gencoglu

Keyword(s):

Neural Network ◽

Expert System ◽

Power Quality ◽

Automatic Classification ◽

S Transform ◽

Power Quality Disturbances

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Classification of power quality disturbances using S-transform and TT-transform based on the artificial neural network

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1112-51 ◽

2013 ◽

Vol 21 ◽

pp. 1528-1538 ◽

Author(s):

Sajad JASHFAR ◽

Saeid ESMAEILI ◽

Mehdi ZAREIAN-JAHROMI ◽

Mohsen RAHMANIAN

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Power Quality ◽

S Transform ◽

Power Quality Disturbances ◽

Artificial Neural

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Detection and classification of power quality disturbances using S-transform and modular neural network

Electric Power Systems Research ◽

10.1016/j.epsr.2006.12.011 ◽

2008 ◽

Vol 78 (1) ◽

pp. 122-128 ◽

Author(s):

C.N. Bhende ◽

S. Mishra ◽

B.K. Panigrahi

Keyword(s):

Neural Network ◽

Power Quality ◽

Modular Neural Network ◽

S Transform ◽

Power Quality Disturbances

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