A Smart Algorithm for the Diagnosis of Short-Circuit Faults in a Photovoltaic Generator

被引：0

作者：

Rezgui, Wail ^{[1
]}

Mouss, Leila-Hayet ^{[1
]}

Mouss, Nadia Kinza ^{[1
]}

Mouss, Mohamed Djamel ^{[1
]}

Benbouzid, Mohamed ^{[2
]}

机构：

[1] Univ Batna, LAP Lab, Batna, Algeria

[2] Univ Brest, EA LBMS 4325, Brest, France

来源：

2014 INTERNATIONAL CONFERENCE ON GREEN ENERGY | 2014年

关键词：

Photovoltaic generator; SVM; k-NN; short-circuit fault; smart classification; linear programming; PROGNOSIS;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper deals with a smart algorithm allowing short-circuit faults detection and diagnosis of PV generators. The proposed algorithm is based on the hybridization of a support vector machines (SVM) technique optimized by a k-NN tool for the classification of observations on the classifier itself or located in its margin. To test the proposed algorithm performance, a PV generator database containing observations distributed over classes is used for simulation purposes.

引用

页码：139 / 143

页数：5

共 29 条

[21]

Tang Jianeng, 2011, 2011 International Conference on Electrical and Control Engineering, P1569, DOI 10.1109/ICECENG.2011.6058271

[22]

Thilina KM, 2012, IEEE GLOB COMM CONF, P1260, DOI 10.1109/GLOCOM.2012.6503286

[23]

Tianbing Li, 2011, 2011 International Conference on Electronic & Mechanical Engineering and Information Technology (EMEIT 2011), P3923, DOI 10.1109/EMEIT.2011.6023916

[24] Prognosis of Right Ventricular Failure in Patients With Left Ventricular Assist Device Based on Decision Tree With SMOTE [J].

Wang, Yajuan ;

Simon, Marc ;

Bonde, Pramod ;

Harris, Bronwyn U. ;

Teuteberg, Jeffrey J. ;

Kormos, Robert L. ;

Antaki, James F. .

IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2012, 16 (03) :383-390

[25]

Xia Han, 2011, 2011 Seventh International Conference on Semantics Knowledge and Grid, P21, DOI 10.1109/SKG.2011.24

[26] EIGENFUNCTION ESTIMATES FOR NEUMANN LAPLACIAN AND APPLICATIONS TO MULTIPLIER PROBLEMS [J].

Xu, Xiangjin .

PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 2011, 139 (10) :3583-3599

[27]

Zanchettin C, 2012, 2012 INT JOINT C NEU, DOI [10.1109/IJCNN.2012.6252719, DOI 10.1109/IJCNN.2012.6252719, 10.1109/ijcnn.2012.6252719]

[28]

Zifang Huang, 2010, 2010 IEEE International Conference on Information Reuse & Integration (IRI 2010), P69, DOI 10.1109/IRI.2010.5558963

[29]

Zuo X, 2013, CHIN CONT DECIS CONF, P2685

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