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Communication Dans Un Congrès Année : 2014

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

Résumé

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.
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Dates et versions

hal-01023491 , version 1 (13-07-2014)

Identifiants

  • HAL Id : hal-01023491 , version 1

Citer

Wail Rezgui, Leïla-Hayet Mouss, Nadia Kinza Mouss, Mohamed Djamel Mouss, Mohamed Benbouzid. A Smart Algorithm for the Diagnosis of Short-Circuit Faults in a Photovoltaic Generator. IEEE ICGE 2014, Mar 2014, Sfax, Tunisia. pp.139-143. ⟨hal-01023491⟩
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