Classification of Power Quality Disturbances Using Wavelets and Support Vector Machine

Elektronika ir Elektrotechnika ◽

10.5755/j01.eee.19.2.1213 ◽

2013 ◽

Vol 19 (2) ◽

Author(s):

Dimitar Taskovski ◽

A. Milchevski ◽

D. Kostadinov

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Support Vector ◽

Power Quality Disturbances

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Classification of power quality disturbances in distribution systems using two Mathematical Morpological Filters and multiclass support vector machine

2019 24th Electrical Power Distribution Conference (EPDC) ◽

10.1109/epdc.2019.8903755 ◽

2019 ◽

Author(s):

Siavash Shadpey

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Distribution Systems ◽

Support Vector ◽

Multiclass Support Vector Machine ◽

Power Quality Disturbances

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Classification of Multiple Power Quality Disturbances Using Support Vector Machine and One-versus-One Approach

2006 International Conference on Power System Technology ◽

10.1109/icpst.2006.321956 ◽

2006 ◽

Author(s):

Whei-min Lin ◽

Chien-hsien Wu ◽

Chia-hung Lin ◽

Fu-sheng Cheng

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Support Vector ◽

Multiple Power ◽

Power Quality Disturbances

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Classification of power quality disturbances using wavelet packet energy and multiclass support vector machine

COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering ◽

10.1108/03321641211200518 ◽

2012 ◽

Vol 31 (2) ◽

pp. 424-442 ◽

Author(s):

Ming Zhang ◽

Kaicheng Li ◽

Yisheng Hu

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Wavelet Packet ◽

Support Vector ◽

Multiclass Support Vector Machine ◽

Power Quality Disturbances

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The Classification of Multiple Power Quality Disturbances Based on Dynamic Event Tree and Support Vector Machine

Advances in Intelligent Systems and Computing - The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019) ◽

10.1007/978-3-030-14118-9_32 ◽

2019 ◽

pp. 321-329

Author(s):

Qiang Gao ◽

Fenghou Pan ◽

Feng Yuan ◽

Jiayu Pan ◽

Jiannan Zhang ◽

...

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Support Vector ◽

Dynamic Event ◽

Multiple Power ◽

Power Quality Disturbances

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Performance Comparison of Variational Mode Decomposition over Empirical Wavelet Transform for the Classification of Power Quality Disturbances Using Support Vector Machine

Procedia Computer Science ◽

10.1016/j.procs.2015.02.033 ◽

2015 ◽

Vol 46 ◽

pp. 372-380 ◽

Author(s):

C. Aneesh ◽

Sachin Kumar ◽

P.M. Hisham ◽

K.P. Soman

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Power Quality ◽

Performance Comparison ◽

Support Vector ◽

Variational Mode Decomposition ◽

Mode Decomposition ◽

Empirical Wavelet Transform ◽

Power Quality Disturbances

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Classification of power quality disturbances based on independent component analysis and support vector machine

2013 International Conference on Wavelet Analysis and Pattern Recognition ◽

10.1109/icwapr.2013.6599302 ◽

2013 ◽

Author(s):

Gang Liu ◽

Fanguang Li ◽

Guanglei Wen ◽

Shangkun Ning ◽

Siguo Zheng

Keyword(s):

Support Vector Machine ◽

Independent Component Analysis ◽

Power Quality ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Power Quality Disturbances

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Classification of power quality disturbances using wavelet and fuzzy support vector machines

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527633 ◽

2005 ◽

Author(s):

Guo-Sheng Hu ◽

Jing Xie ◽

Feng-Feng Zhu

Keyword(s):

Support Vector Machines ◽

Power Quality ◽

Support Vector ◽

Vector Machines ◽

Power Quality Disturbances ◽

Fuzzy Support Vector Machines

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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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UNBALANCED LOAD FLOW WITH HYBRID WAVELET TRANSFORM AND SUPPORT VECTOR MACHINE BASED ERROR-CORRECTING OUTPUT CODES FOR POWER QUALITY DISTURBANCES CLASSIFICATION INCLUDING WIND ENERGY

Electrical Engineering & Electromechanics ◽

10.20998/2074-272x.2019.6.09 ◽

2019 ◽

Vol 0 (6) ◽

pp. 62-69

Author(s):

Ala eddine Rahmani ◽

Linda Slimani ◽

Tarek Bouktir

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Wind Energy ◽

Power Quality ◽

Load Flow ◽

Support Vector ◽

Unbalanced Load ◽

Power Quality Disturbances ◽

Error Correcting Output Codes

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Support Vector Machine for power quality disturbances classification using higher-order statistical features

2011 7th International Conference-Workshop Compatibility and Power Electronics (CPE) ◽

10.1109/cpe.2011.5942198 ◽

2011 ◽

Author(s):

J. C. Palomares-Salas ◽

A. Aguera-Perez ◽

J. J. G. de la Rosa

Keyword(s):

Support Vector Machine ◽

Power Quality ◽

Higher Order ◽

Support Vector ◽

Statistical Features ◽

Power Quality Disturbances

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