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font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Development of a smart algorithm for the prognosis and the diagnosis of the short circuit and the reversed polarity faults in a photovoltaic generator, May, 11-13, Batna, Algeria </style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 245-251</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezki Djamil</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An automatic control of cement production quality May, 11-13, Batna, Algeria,</style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 28-33</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zeghichi Nafissa</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Implantation d&amp;#39;un Algorithme Pour l&amp;#39;Allocation des Ressources dans un Contexte de Maintenance Distribuée pour une Entreprise Etendue (Approche SMA).May, 11-13, Batna, Algeria,</style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 367-373</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Abid Khadidja</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An e-medicine approach based on Multi Agent system. . May, 11-13, Batna, Algeria </style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 640-645</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezki Nafissa</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An agent based approach for quality control and maintenance in production line: Modelling with AUMLMay, 11-13, Batna, Algeria,</style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 634-639</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Abid Khadidja</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Formal Specification of a Mobile Agent Based Maintenance for Manufacturing System</style></title><secondary-title><style face="normal" font="default" size="100%">ISIA International Symposium on Informatics and its Applications</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Abid Khadidja</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Designing a mobile agent based M-maintenance: Formal modelling and simulation. . 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May, 11-13, Batna, Algeria</style></title><secondary-title><style face="normal" font="default" size="100%">ICIEM’14, International Conference on Industrial Engineering and Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.univ-batna,.dz/iciem2014/index.html</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">pp. 46-49</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Hamidene Rabie</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%"> Remote control and supervision of a manufacturing system (Application in a cement factory), SSN : 2335-1012</style></title><secondary-title><style face="normal" font="default" size="100%">(ICDSD 2014) The second International Conference on Distributed System and Decision</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A smart algorithm for the diagnosis of short-circuit faults in a photovoltaic generator, ISBN: 978-1-4799-3602-1</style></title><secondary-title><style face="normal" font="default" size="100%">ICGE'14 International Conference on Green Energy</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI:  10.1109/ICGE.2014.6835412</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Regression Algorithm for the Smart Prognosis of a Reversed Polarity Fault in a Photovoltaic Generator, ISBN: 978-1-4799-3602-1</style></title><secondary-title><style face="normal" font="default" size="100%"> ICGE'14 International Conference on Green Energy</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI: 10.1109/ICGE.2014.6835411</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modeling the PV Generator Behavior Submit to the Open-Circuit and the Short-Circuit Faults. 19-21 Nov,   ISBN: 978-1-4799-7517-4 </style></title><secondary-title><style face="normal" font="default" size="100%">  (IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI: 10.1109/EFEA.2014.7059947</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Paris (France)</style></pub-location><pages><style face="normal" font="default" size="100%">pp. 57-62</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Development of a New Methodology for Modeling the PV Generator Behavior in the Presence of Open-Circuit and Short-Circuit Faults. 19-21 November,ISBN: 978-1-4799-7517-4 </style></title><secondary-title><style face="normal" font="default" size="100%">(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.   </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI: 10.1109/EFEA.2014.7059947</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Paris France</style></pub-location><pages><style face="normal" font="default" size="100%">pp. 445-450</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mouss Leila-Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Faults Modeling of the Impedance and Reversed Polarity Types within the PV Generator Operation. 19-21 Nov,  ISBN: 978-1-4799-7517-4 </style></title><secondary-title><style face="normal" font="default" size="100%">(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI: 10.1109/EFEA.2014.7059947</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Paris (France)</style></pub-location><pages><style face="normal" font="default" size="100%">pp. 377-382</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors></contributors><titles><title><style face="normal" font="default" size="100%"> New Algorithm for the IV Characteristic Modeling of the Photovoltaic Generator Malfunction within Impedance and Reversed Polarity Faults19-21 Nov, ISBN: 978-1-4799-7517-4</style></title><secondary-title><style face="normal" font="default" size="100%"> (IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.   </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">DOI: 10.1109/EFEA.2014.7059947</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Paris (France)</style></pub-location><pages><style face="normal" font="default" size="100%"> pp. 506-512</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>6</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benzouai Messaoud</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">La maitrise de la qualité et de la sécurité sanitaire des aliments : Industrie Agroalimentaire, ISSN/ISBN 978-3-8417-4106-6</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.morebooks.de/store/fr/book/la-maitrise-de-la-qualit%C3%A9-et-de-la-s%C3%A9curit%C3%A9-sanitaire-des-aliments/isbn/978-3-8417-4106-6</style></url></web-urls></urls><publisher><style face="normal" font="default" size="100%">Éditions  Universitaires Européennes. OmniScriptum GmbH &amp;amp; Co. Broché </style></publisher><pages><style face="normal" font="default" size="100%">196 pages</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aoueg Hicham</style></author><author><style face="normal" font="default" size="100%">Kaanit Abdelghafour</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">l&amp;rsquo;amélioration du processus de fabrication d&amp;rsquo;une entreprise algérienne par le niveau sigma,  ISSN/ISBN 1112-3613 / 2437-0843</style></title><secondary-title><style face="normal" font="default" size="100%">El-Bahith Review</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.asjp.cerist.dz/en/article/260</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Volume 14</style></volume><pages><style face="normal" font="default" size="100%"> Pages 61-73 </style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Ce modeste travail a pour objectif d’évaluer la performance du processus de fabrication de l’entreprise par un nouvel outil de mesure, en l’occurrence le niveau sigma dont la finalité consiste à chiffrer les couts inhérents à chaque sous processus de production, mesurer les niveaux six sigma des sous processus adjacents, les pondérer pour parvenir à calculer le DPMO (Defects Per Million Opportunity) et évaluer ainsi la compétitivité globale de l’entreprise. Ce nouvel outil de mesure de la performance du processus de fabrication (niveau sigma) sera appliqué à une entreprise de fabrication de Bouteilles A Gaz (BAG – Batna).</style></abstract><issue><style face="normal" font="default" size="100%">Numéro 14</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail    Mouss Kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March 2014, ISSN/ISBN 1582-4594. 1335-3632</style></title><secondary-title><style face="normal" font="default" size="100%">JEE Journal of Electrical Engineering,</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01154200/document</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol. 14</style></volume><pages><style face="normal" font="default" size="100%">pp. 77-84</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;span style=&quot;left:196.39px;top:389.038px;15px;serif;transform:scaleX(1.07878);&quot;&gt;In this paper, we proposed a new &lt;/span&gt;&lt;span style=&quot;left:89.785px;top:406.243px;15px;serif;transform:scaleX(1.07855);&quot;&gt;mathematical model of the I-V characteristic of a faulty &lt;/span&gt;&lt;span style=&quot;left:89.785px;top:423.448px;15px;serif;transform:scaleX(1.06956);&quot;&gt;photovoltaic generator. It presents its behavior in normal &lt;/span&gt;&lt;span style=&quot;left:89.785px;top:440.848px;15px;serif;transform:scaleX(1.03176);&quot;&gt;and faulty operations. In particular, when its basic &lt;/span&gt;&lt;span style=&quot;left:89.785px;top:458.053px;15px;serif;transform:scaleX(1.04097);&quot;&gt;components such as cells, bypass and blocking diodes are &lt;/span&gt;&lt;span style=&quot;left:89.785px;top:475.258px;15px;serif;transform:scaleX(1.0717);&quot;&gt;subjected to the impedance or reversed polarity faults. &lt;/span&gt;&lt;span style=&quot;left:113.4px;top:502.033px;15px;serif;transform:scaleX(1.06112);&quot;&gt;The developed model of the faulty PV generator will &lt;/span&gt;&lt;span style=&quot;left:89.805px;top:519.433px;15px;serif;transform:scaleX(1.04858);&quot;&gt;allow studying of the I-V characteristic, measures the &lt;/span&gt;&lt;span style=&quot;left:89.805px;top:536.638px;15px;serif;transform:scaleX(1.05619);&quot;&gt;tolerances of the technical functions, avoids numerous &lt;/span&gt;&lt;span style=&quot;left:89.805px;top:553.843px;15px;serif;transform:scaleX(1.06309);&quot;&gt;experiments, and ensure better assessment of fault &lt;/span&gt;&lt;span style=&quot;left:89.805px;top:571.048px;15px;serif;transform:scaleX(1.03746);&quot;&gt;consequences.&lt;/span&gt;</style></abstract><issue><style face="normal" font="default" size="100%">Issue.1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-98211974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/7059979</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of the I-V characteristic of a faulty photovoltaic generator. It presents its behavior in normal and faulty operations. In particular, when its basic components such as cells, bypass and blocking diodes are subjected to the impedance or reversed polarity faults. The developed model of the faulty PV generator will allow studying of the I-V characteristic, measures the tolerances of the technical functions, avoids numerous experiments, and ensure better assessment of fault consequences.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults,  ISSN/ISBN 1974-9821 / 1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/7059978/metrics#metrics</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it's subjected to the open-circuit and the short-circuit faults at its basic components as: cells, bypass diodes and blocking diodes. Such kind of modeling will allow developing fault detection and diagnosis methods. Indeed, the proposed model will be used to set normal and fault operation conditions database, which will facilitate learning and classifications phases.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults modeling of the photovoltaic generator,  ISSN/ISBN 1974-98211974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01017387/document</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol.7</style></volume><pages><style face="normal" font="default" size="100%">p.245-257</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;span style=&quot;left:276.284px;top:280.234px;16.6px;serif;transform:scaleX(1.02116);&quot;&gt;n this paper, we presented a new methodology for the mathematical modeling of &lt;/span&gt;&lt;span style=&quot;left:165.64px;top:299.834px;16.6px;serif;transform:scaleX(0.988423);&quot;&gt;the photovoltaic &lt;/span&gt;&lt;span style=&quot;left:281.884px;top:301.641px;16.6px;sans-serif;transform:scaleX(0.932685);&quot;&gt;generator’s&lt;/span&gt;&lt;span style=&quot;left:359.684px;top:299.834px;16.6px;serif;transform:scaleX(0.968386);&quot;&gt; characteristics based on known electrical laws. This proposed new &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:319.434px;16.6px;serif;transform:scaleX(1.01782);&quot;&gt;methodology in this work consists of a three new algorithms&lt;/span&gt;&lt;span style=&quot;left:574.517px;top:319.434px;16.6px;serif;transform:scaleX(1.04018);&quot;&gt;, each one presents the characteristic &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:339.034px;16.6px;serif;transform:scaleX(0.953671);&quot;&gt;of the cell, group &lt;/span&gt;&lt;span style=&quot;left:291.484px;top:339.034px;16.6px;serif;transform:scaleX(0.957066);&quot;&gt;of cells, module, string &lt;/span&gt;&lt;span style=&quot;left:455.317px;top:339.034px;16.6px;serif;transform:scaleX(1.05146);&quot;&gt;and&lt;/span&gt;&lt;span style=&quot;left:480.518px;top:339.034px;16.6px;serif;transform:scaleX(0.956774);&quot;&gt; generator, when one or more of its components &lt;/span&gt;&lt;span style=&quot;left:821.401px;top:339.034px;16.6px;serif;transform:scaleX(1.1204);&quot;&gt;: &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:358.634px;16.6px;serif;transform:scaleX(0.958184);&quot;&gt;cells, bypass diodes and blocking diodes subjected to these types of defa&lt;/span&gt;&lt;span style=&quot;left:670.736px;top:358.634px;16.6px;serif;transform:scaleX(1.00291);&quot;&gt;ults&lt;/span&gt;&lt;span style=&quot;left:694.768px;top:358.634px;16.6px;serif;transform:scaleX(1.00049);&quot;&gt;: reversed polarity, &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:378.234px;16.6px;serif;transform:scaleX(0.994499);&quot;&gt;open circuit, short circuit or impedance&lt;/span&gt;&lt;span style=&quot;left:446.085px;top:378.234px;16.6px;serif;transform:scaleX(0.984994);&quot;&gt;. The three new algorithms obtained can facilitate the &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:397.834px;16.6px;serif;transform:scaleX(0.960334);&quot;&gt;prediction for the prognosis or the detection for the diagnosis of these &lt;/span&gt;&lt;span style=&quot;left:659.568px;top:399.641px;16.6px;sans-serif;transform:scaleX(0.945521);&quot;&gt;photovoltaic generator’s &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:417.484px;16.6px;serif;transform:scaleX(1.00455);&quot;&gt;defaults.&lt;/span&gt;</style></abstract><issue><style face="normal" font="default" size="100%">Issue 2</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Smart Algorithm Based on the Optimization of SVR Technique by k-NNR Method for the Prognosis of the Open-Circuit and the Reversed Polarity Faults in a PV Generator, Dec. 2015, ISSN/ISBN  1974-9821 / 1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations. </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01154195</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol 8</style></volume><pages><style face="normal" font="default" size="100%">pp 18-25</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors. Nomenclature PV Photovoltaic SVM Support Vector Machines SVR Support Vector Regression k-NNR k-Nearest Neighbor Regression X SVR input vector Y SVR output vector f Linear function Ф Nonlinear mapping function w Weight vector e Squared loss function x Problem variable x * New problem variable α Lagrange multipliers N Number of classes m Number of index of minimum distances I / V Current / Voltage IPH Photocurrent</style></abstract><issue><style face="normal" font="default" size="100%">N° 5</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of SVM Classifier by k-NN for the Smart Diagnosis of the Short-Circuit and Impedance Faults in a PV Generator, Dec 2014,  ISSN/ISBN 1974-9821 / 1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.praiseworthyprize.org/jsm/index.php?journal=iremos&amp;page=article&amp;op=view&amp;path%5B%5D=16281</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol.7</style></volume><pages><style face="normal" font="default" size="100%">pp 77-84</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This paper deals with a new algorithm allowing short-circuit and impedance faults smart diagnosis of PV generators. It is based on the use of the SVM technique for the classification of observations not located in its margin, otherwise the proposed algorithm is used a k-NN method. A PV generator database containing observations distributed over classes is used for testing the new algorithm performance, which shows therefore its contribution and its effectiveness in the diagnosis area.</style></abstract><issue><style face="normal" font="default" size="100%">N°5</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aoueg Hicham</style></author><author><style face="normal" font="default" size="100%">Mechennene Athmane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Étude, mise en œuvre et adaptabilité des outils de l&amp;rsquo;amélioration continue dans une industrie algérienne : Approches Théorique et Pratique,  ISSN 1479-2494</style></title><secondary-title><style face="normal" font="default" size="100%">IJSSCA International Journal of SIX SIGMA and Competitive Advantage</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><volume><style face="normal" font="default" size="100%">Vol. 9</style></volume><pages><style face="normal" font="default" size="100%"> pp. 01-19</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-98211974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations. </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/7059979</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of the I-V characteristic of a faulty photovoltaic generator. It presents its behavior in normal and faulty operations. In particular, when its basic components such as cells, bypass and blocking diodes are subjected to the impedance or reversed polarity faults. The developed model of the faulty PV generator will allow studying of the I-V characteristic, measures the tolerances of the technical functions, avoids numerous experiments, and ensure better assessment of fault consequences.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Kadri Ouahab</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March, ISSN/ISBN 1582-4594/1335-3632.</style></title><secondary-title><style face="normal" font="default" size="100%">JEE Journal of Electrical Engineering,</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://pdfs.semanticscholar.org/8d54/cc8ebdfc720b5d95cbb6d4238667874f8799.pdf</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol. 14</style></volume><pages><style face="normal" font="default" size="100%">pp. 77-84</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;span style=&quot;left:244.973px;top:502.546px;15.8082px;sans-serif;transform:scaleX(0.91482);&quot;&gt;the work presented in&lt;/span&gt;&lt;span style=&quot;left:409.007px;top:502.546px;15.8082px;sans-serif;transform:scaleX(0.938393);&quot;&gt;this paper is&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:520.639px;15.8082px;sans-serif;transform:scaleX(0.927281);&quot;&gt;dedicated to improving&lt;/span&gt;&lt;span style=&quot;left:296.588px;top:520.639px;15.8082px;sans-serif;transform:scaleX(0.908424);&quot;&gt;the methods of&lt;/span&gt;&lt;span style=&quot;left:407.674px;top:520.639px;15.8082px;sans-serif;transform:scaleX(0.901188);&quot;&gt;detection and &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:538.924px;15.8082px;sans-serif;transform:scaleX(0.896152);&quot;&gt;diagnosis&lt;/span&gt;&lt;span style=&quot;left:208.024px;top:538.924px;15.8082px;sans-serif;transform:scaleX(1.01458);&quot;&gt;of&lt;/span&gt;&lt;span style=&quot;left:236.593px;top:538.924px;15.8082px;sans-serif;transform:scaleX(0.929885);&quot;&gt;faults affecting&lt;/span&gt;&lt;span style=&quot;left:358.726px;top:538.924px;15.8082px;sans-serif;transform:scaleX(0.900228);&quot;&gt;production systems,&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:557.208px;15.8082px;sans-serif;transform:scaleX(0.957595);&quot;&gt;particularly&lt;/span&gt;&lt;span style=&quot;left:213.357px;top:557.208px;15.8082px;sans-serif;transform:scaleX(0.907186);&quot;&gt;photovoltaic systems.&lt;/span&gt;&lt;span style=&quot;left:362.154px;top:557.208px;15.8082px;sans-serif;transform:scaleX(0.883517);&quot;&gt;We proposed&lt;/span&gt;&lt;span style=&quot;left:456.432px;top:557.208px;15.8082px;sans-serif;transform:scaleX(0.883265);&quot;&gt;a new&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:575.492px;15.8082px;sans-serif;transform:scaleX(0.943428);&quot;&gt;intelligent algorithm&lt;/span&gt;&lt;span style=&quot;left:272.019px;top:575.492px;15.8082px;sans-serif;transform:scaleX(0.876658);&quot;&gt;for the de&lt;/span&gt;&lt;span style=&quot;left:338.299px;top:575.492px;15.8082px;sans-serif;transform:scaleX(0.926749);&quot;&gt;tection&lt;/span&gt;&lt;span style=&quot;left:388.056px;top:575.492px;15.8082px;sans-serif;transform:scaleX(0.881836);&quot;&gt;and diagnosis of&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:593.776px;15.8082px;sans-serif;transform:scaleX(0.974366);&quot;&gt;PV&lt;/span&gt;&lt;span style=&quot;left:160.796px;top:593.776px;15.8082px;sans-serif;transform:scaleX(0.927617);&quot;&gt;installations&lt;/span&gt;&lt;span style=&quot;left:237.355px;top:593.776px;15.8082px;sans-serif;transform:scaleX(0.902952);&quot;&gt;, capable of detecting &lt;/span&gt;&lt;span style=&quot;left:393.008px;top:593.776px;15.8082px;sans-serif;transform:scaleX(0.866326);&quot;&gt;and resonate&lt;/span&gt;&lt;span style=&quot;left:484.81px;top:593.776px;15.8082px;sans-serif;transform:scaleX(0.929575);&quot;&gt;to &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:612.06px;15.8082px;sans-serif;transform:scaleX(0.897905);&quot;&gt;define the&lt;/span&gt;&lt;span style=&quot;left:206.691px;top:612.06px;15.8082px;sans-serif;transform:scaleX(0.899847);&quot;&gt;type of defects&lt;/span&gt;&lt;span style=&quot;left:314.491px;top:612.06px;15.8082px;sans-serif;transform:scaleX(0.881152);&quot;&gt;that can&lt;/span&gt;&lt;span style=&quot;left:375.296px;top:612.06px;15.8082px;sans-serif;transform:scaleX(0.933645);&quot;&gt;affect&lt;/span&gt;&lt;span style=&quot;left:418.721px;top:612.06px;15.8082px;sans-serif;transform:scaleX(0.911722);&quot;&gt;this type&lt;/span&gt;&lt;span style=&quot;left:483.858px;top:612.06px;15.8082px;sans-serif;transform:scaleX(1.01458);&quot;&gt;of&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:630.154px;15.8082px;sans-serif;transform:scaleX(0.907682);&quot;&gt;system. This new algorithm&lt;/span&gt;&lt;span style=&quot;left:325.728px;top:630.154px;15.8082px;sans-serif;transform:scaleX(0.85952);&quot;&gt;is based on&lt;/span&gt;&lt;span style=&quot;left:409.959px;top:630.154px;15.8082px;sans-serif;transform:scaleX(0.912144);&quot;&gt;the notion of&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:648.438px;15.8082px;sans-serif;transform:scaleX(0.921087);&quot;&gt;pattern recognition,&lt;/span&gt;&lt;span style=&quot;left:270.114px;top:648.438px;15.8082px;sans-serif;transform:scaleX(0.964582);&quot;&gt;for that it is&lt;/span&gt;&lt;span style=&quot;left:365.963px;top:648.438px;15.8082px;sans-serif;transform:scaleX(0.899424);&quot;&gt;able to prepare&lt;/span&gt;&lt;span style=&quot;left:478.144px;top:648.438px;15.8082px;sans-serif;transform:scaleX(0.873452);&quot;&gt;the &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:666.722px;15.8082px;sans-serif;transform:scaleX(0.869351);&quot;&gt;representat&lt;/span&gt;&lt;span style=&quot;left:202.317px;top:666.722px;15.8082px;sans-serif;transform:scaleX(0.858692);&quot;&gt;ion space&lt;/span&gt;&lt;span style=&quot;left:270.495px;top:666.722px;15.8082px;sans-serif;transform:scaleX(0.863901);&quot;&gt;and&lt;/span&gt;&lt;span style=&quot;left:299.635px;top:666.722px;15.8082px;sans-serif;transform:scaleX(0.859938);&quot;&gt;the decision space&lt;/span&gt;&lt;span style=&quot;left:426.148px;top:666.722px;15.8082px;sans-serif;transform:scaleX(0.853228);&quot;&gt;on the one &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:685.006px;15.8082px;sans-serif;transform:scaleX(0.875684);&quot;&gt;hand,&lt;/span&gt;&lt;span style=&quot;left:172.034px;top:685.006px;15.8082px;sans-serif;transform:scaleX(0.905609);&quot;&gt;and on the other&lt;/span&gt;&lt;span style=&quot;left:280.97px;top:685.006px;15.8082px;sans-serif;transform:scaleX(0.889435);&quot;&gt;hand, the&lt;/span&gt;&lt;span style=&quot;left:344.203px;top:685.006px;15.8082px;sans-serif;transform:scaleX(0.934018);&quot;&gt;classification&lt;/span&gt;&lt;span style=&quot;left:432.434px;top:685.006px;15.8082px;sans-serif;transform:scaleX(0.9691);&quot;&gt;of all new&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:703.291px;15.8082px;sans-serif;transform:scaleX(0.893071);&quot;&gt;observations&lt;/span&gt;&lt;span style=&quot;left:222.88px;top:703.291px;15.8082px;sans-serif;transform:scaleX(0.910763);&quot;&gt;collected during&lt;/span&gt;&lt;span style=&quot;left:341.727px;top:703.291px;15.8082px;sans-serif;transform:scaleX(0.898026);&quot;&gt;the functioning of the &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:721.575px;15.8082px;sans-serif;transform:scaleX(0.881193);&quot;&gt;system&lt;/span&gt;&lt;span style=&quot;left:176.605px;top:721.575px;15.8082px;sans-serif;transform:scaleX(0.91247);&quot;&gt;. &lt;/span&gt;&lt;span style=&quot;left:184.794px;top:721.575px;15.8082px;sans-serif;transform:scaleX(0.948491);&quot;&gt;This algorithm&lt;/span&gt;&lt;span style=&quot;left:283.065px;top:721.575px;15.8082px;sans-serif;transform:scaleX(0.906989);&quot;&gt;mainly based on&lt;/span&gt;&lt;span style=&quot;left:391.675px;top:721.575px;15.8082px;sans-serif;transform:scaleX(0.915423);&quot;&gt;the method of&lt;/span&gt;&lt;span style=&quot;left:484.23876499999994px;top:721.5746832866665px;15.80818px;sans-serif;&quot;&gt;k&lt;/span&gt;&lt;span style=&quot;left:492.0476249999999px;top:721.5746832866665px;15.80818px;sans-serif;&quot;&gt;-&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:739.668px;15.8082px;sans-serif;transform:scaleX(0.887924);&quot;&gt;nearest neighbor &lt;/span&gt;&lt;span style=&quot;left:242.116px;top:739.668px;15.8082px;sans-serif;transform:scaleX(0.920124);&quot;&gt;and two tools&lt;/span&gt;&lt;span style=&quot;left:331.823px;top:739.668px;15.8082px;sans-serif;transform:scaleX(0.989529);&quot;&gt;of artificial &lt;/span&gt;&lt;span style=&quot;left:406.722px;top:739.668px;15.8082px;sans-serif;transform:scaleX(0.935892);&quot;&gt;intelligence&lt;/span&gt;&lt;span style=&quot;left:484.81px;top:739.668px;15.8082px;sans-serif;transform:scaleX(0.929575);&quot;&gt;to &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:757.953px;15.8082px;sans-serif;transform:scaleX(0.913823);&quot;&gt;improve this&lt;/span&gt;&lt;span style=&quot;left:229.165px;top:757.953px;15.8082px;sans-serif;transform:scaleX(0.872351);&quot;&gt;method and&lt;/span&gt;&lt;span style=&quot;left:320.015px;top:757.953px;15.8082px;sans-serif;transform:scaleX(0.874362);&quot;&gt;increasing the rate of&lt;/span&gt;&lt;span style=&quot;left:482.334px;top:757.953px;15.8082px;sans-serif;transform:scaleX(0.932043);&quot;&gt;its &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:776.268px;15.8082px;sans-serif;transform:scaleX(0.938719);&quot;&gt;classification, which are&lt;/span&gt;&lt;span style=&quot;left:306.111px;top:776.268px;15.8082px;sans-serif;transform:scaleX(0.974399);&quot;&gt;fuzzy logic to&lt;/span&gt;&lt;span style=&quot;left:413.007px;top:776.268px;15.8082px;sans-serif;transform:scaleX(0.94043);&quot;&gt;optimize&lt;/span&gt;&lt;span style=&quot;left:477.763px;top:776.268px;15.8082px;sans-serif;transform:scaleX(0.887259);&quot;&gt;the &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.877199);&quot;&gt;location of the&lt;/span&gt;&lt;span style=&quot;left:232.213px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.873935);&quot;&gt;centers of gravity of&lt;/span&gt;&lt;span style=&quot;left:369.582px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.835968);&quot;&gt;classes&lt;/span&gt;&lt;span style=&quot;left:418.911px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.863901);&quot;&gt;and&lt;/span&gt;&lt;span style=&quot;left:447.099px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.878677);&quot;&gt;also&lt;/span&gt;&lt;span style=&quot;left:477.954px;top:794.553px;15.8082px;sans-serif;transform:scaleX(0.879455);&quot;&gt;the &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:812.837px;15.8082px;sans-serif;transform:scaleX(0.88913);&quot;&gt;new observations,&lt;/span&gt;&lt;span style=&quot;left:264.591px;top:812.837px;15.8082px;sans-serif;transform:scaleX(0.882317);&quot;&gt;and the neural network that&lt;/span&gt;&lt;span style=&quot;left:475.287px;top:812.837px;15.8082px;sans-serif;transform:scaleX(0.865875);&quot;&gt;can &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.908451);&quot;&gt;classify the&lt;/span&gt;&lt;span style=&quot;left:215.262px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.881312);&quot;&gt;case of disch&lt;/span&gt;&lt;span style=&quot;left:304.206px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.83888);&quot;&gt;arges&lt;/span&gt;&lt;span style=&quot;left:344.774px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.952231);&quot;&gt;ambiguity&lt;/span&gt;&lt;span style=&quot;left:416.435px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.8705);&quot;&gt;and&lt;/span&gt;&lt;span style=&quot;left:446.909px;top:831.121px;15.8082px;sans-serif;transform:scaleX(0.838632);&quot;&gt;releases&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:849.215px;15.8082px;sans-serif;transform:scaleX(0.879436);&quot;&gt;distance&lt;/span&gt;&lt;span style=&quot;left:189.937px;top:849.215px;15.8082px;sans-serif;transform:scaleX(0.907232);&quot;&gt;which presents&lt;/span&gt;&lt;span style=&quot;left:290.684px;top:849.215px;15.8082px;sans-serif;transform:scaleX(0.910714);&quot;&gt;the limitations of the method&lt;/span&gt;&lt;span style=&quot;left:484.048px;top:849.215px;15.8082px;sans-serif;transform:scaleX(0.972811);&quot;&gt;of &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:867.499px;15.8082px;sans-serif;transform:scaleX(0.875031);&quot;&gt;the&lt;/span&gt;&lt;span style=&quot;left:156.60629866666667px;top:867.4987866199999px;15.80818px;sans-serif;&quot;&gt;k&lt;/span&gt;&lt;span style=&quot;left:164.60561866666663px;top:867.4987866199999px;15.80818px;sans-serif;&quot;&gt;-&lt;/span&gt;&lt;span style=&quot;left:169.748px;top:867.499px;15.8082px;sans-serif;transform:scaleX(0.891851);&quot;&gt;nearest neighbor. &lt;/span&gt;&lt;span style=&quot;left:283.256px;top:867.499px;15.8082px;sans-serif;transform:scaleX(0.833719);&quot;&gt;We&lt;/span&gt;&lt;span style=&quot;left:308.587px;top:867.499px;15.8082px;sans-serif;transform:scaleX(0.892525);&quot;&gt;tested the performance&lt;/span&gt;&lt;span style=&quot;left:458.336px;top:867.499px;15.8082px;sans-serif;transform:scaleX(0.954494);&quot;&gt;of our &lt;/span&gt;&lt;span style=&quot;left:132.761px;top:885.783px;15.8082px;sans-serif;transform:scaleX(0.909367);&quot;&gt;algorithm on&lt;/span&gt;&lt;span style=&quot;left:221.547px;top:885.783px;15.8082px;sans-serif;transform:scaleX(0.81633);&quot;&gt;a database&lt;/span&gt;&lt;span style=&quot;left:294.683px;top:885.783px;15.8082px;sans-serif;transform:scaleX(1.01458);&quot;&gt;of&lt;/span&gt;&lt;span style=&quot;left:313.539px;top:885.783px;15.8082px;sans-serif;transform:scaleX(0.859778);&quot;&gt;a photovoltaic system at the&lt;/span&gt;&lt;span style=&quot;left:132.761px;top:904.067px;15.8082px;sans-serif;transform:scaleX(0.904784);&quot;&gt;research unit of&lt;/span&gt;&lt;span style=&quot;left:235.26px;top:904.067px;15.8082px;sans-serif;transform:scaleX(1.02627);&quot;&gt;GHARDAIA&lt;/span&gt;&lt;span style=&quot;left:322.3px;top:904.067px;15.8082px;sans-serif;transform:scaleX(0.95823);&quot;&gt;Algeria.&lt;/span&gt;</style></abstract><issue><style face="normal" font="default" size="100%">Issue. 1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail  Mouss Kinza Nadia  Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults, ISSN/ISBN 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations. </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/7059978</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it's subjected to the open-circuit and the short-circuit faults at its basic components as: cells, bypass diodes and blocking diodes. Such kind of modeling will allow developing fault detection and diagnosis methods. Indeed, the proposed model will be used to set normal and fault operation conditions database, which will facilitate learning and classifications phases.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults modeling of the photovoltaic generator, ISSN/ISBN 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations. </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01017387/document</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol 7</style></volume><pages><style face="normal" font="default" size="100%">pp.245-257</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;span style=&quot;left:276.284px;top:280.234px;16.6px;serif;transform:scaleX(1.02116);&quot;&gt;n this paper, we presented a new methodology for the mathematical modeling of &lt;/span&gt;&lt;span style=&quot;left:165.64px;top:299.834px;16.6px;serif;transform:scaleX(0.988423);&quot;&gt;the photovoltaic &lt;/span&gt;&lt;span style=&quot;left:281.884px;top:301.641px;16.6px;sans-serif;transform:scaleX(0.932685);&quot;&gt;generator’s&lt;/span&gt;&lt;span style=&quot;left:359.684px;top:299.834px;16.6px;serif;transform:scaleX(0.968386);&quot;&gt; characteristics based on known electrical laws. This proposed new &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:319.434px;16.6px;serif;transform:scaleX(1.01782);&quot;&gt;methodology in this work consists of a three new algorithms&lt;/span&gt;&lt;span style=&quot;left:574.517px;top:319.434px;16.6px;serif;transform:scaleX(1.04018);&quot;&gt;, each one presents the characteristic &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:339.034px;16.6px;serif;transform:scaleX(0.953671);&quot;&gt;of the cell, group &lt;/span&gt;&lt;span style=&quot;left:291.484px;top:339.034px;16.6px;serif;transform:scaleX(0.957066);&quot;&gt;of cells, module, string &lt;/span&gt;&lt;span style=&quot;left:455.317px;top:339.034px;16.6px;serif;transform:scaleX(1.05146);&quot;&gt;and&lt;/span&gt;&lt;span style=&quot;left:480.518px;top:339.034px;16.6px;serif;transform:scaleX(0.956774);&quot;&gt; generator, when one or more of its components &lt;/span&gt;&lt;span style=&quot;left:821.401px;top:339.034px;16.6px;serif;transform:scaleX(1.1204);&quot;&gt;: &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:358.634px;16.6px;serif;transform:scaleX(0.958184);&quot;&gt;cells, bypass diodes and blocking diodes subjected to these types of defa&lt;/span&gt;&lt;span style=&quot;left:670.736px;top:358.634px;16.6px;serif;transform:scaleX(1.00291);&quot;&gt;ults&lt;/span&gt;&lt;span style=&quot;left:694.768px;top:358.634px;16.6px;serif;transform:scaleX(1.00049);&quot;&gt;: reversed polarity, &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:378.234px;16.6px;serif;transform:scaleX(0.994499);&quot;&gt;open circuit, short circuit or impedance&lt;/span&gt;&lt;span style=&quot;left:446.085px;top:378.234px;16.6px;serif;transform:scaleX(0.984994);&quot;&gt;. The three new algorithms obtained can facilitate the &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:397.834px;16.6px;serif;transform:scaleX(0.960334);&quot;&gt;prediction for the prognosis or the detection for the diagnosis of these &lt;/span&gt;&lt;span style=&quot;left:659.568px;top:399.641px;16.6px;sans-serif;transform:scaleX(0.945521);&quot;&gt;photovoltaic generator’s &lt;/span&gt;&lt;span style=&quot;left:165.641px;top:417.484px;16.6px;serif;transform:scaleX(1.00455);&quot;&gt;defaults. &lt;/span&gt;</style></abstract><issue><style face="normal" font="default" size="100%">N°2</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of SVM Classifier by k-NN for the Smart Diagnosis of the Short-Circuit and Impedance Faults in a PV Generator, Decembre, ISSN/ISBN 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%"> https://doi.org/10.15866/iremos.v7i5.3442</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol.7</style></volume><pages><style face="normal" font="default" size="100%">pp 77-84</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This paper deals with a new algorithm allowing short-circuit and impedance faults smart diagnosis of PV generators. It is based on the use of the SVM technique for the classification of observations not located in its margin, otherwise the proposed algorithm is used a k-NN method. A PV generator database containing observations distributed over classes is used for testing the new algorithm performance, which shows therefore its contribution and its effectiveness in the diagnosis area.</style></abstract><issue><style face="normal" font="default" size="100%">N°5</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-9821 / 1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">IREMOS International Review on Modelling and Simulations.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01154200/document</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of the I-V characteristic of a faulty photovoltaic generator. It presents its behavior in normal and faulty operations. In particular, when its basic components such as cells, bypass and blocking diodes are subjected to the impedance or reversed polarity faults. The developed model of the faulty PV generator will allow studying of the I-V characteristic, measures the tolerances of the technical functions, avoids numerous experiments, and ensure better assessment of fault consequences.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Abdelhadi Adel</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A New Method Based on Multi Agent System and Artificial Immune System for Systematic Maintenance, ISSN/ISBN 2040-7459 /2040-7467 &amp;copy; Maxwell Scientific Organization, 2014</style></title><secondary-title><style face="normal" font="default" size="100%">RJASET Research Journal of Applied Sciences, Engineering and Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://pdfs.semanticscholar.org/452d/4b6197de0ff91f28e20c4558cfd750365772.pdf</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">7</style></volume><pages><style face="normal" font="default" size="100%">4008-4017</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This study propose a novel method for the integration of systematic preventive maintenance policies in hybrid flow shop scheduling. The proposed approach is inspired by the behavior of the human body. We have implemented a problem-solving approach for optimizing the processing time, methods based on Métaheuristiques. This hybridization is between a Multi agent system and inspirations of the human body, especially artificial immune system. The effectiveness of our approach has been demonstrated repeatedly in this study. The proposed approach is applied to three preventive maintenance policies. These policies are intended to maximize the availability or to maintain a minimum level of reliability during the production chain. The results show that our algorithm outperforms existing algorithms. We assumed that the machines might be unavailable periodically during the production scheduling.</style></abstract><issue><style face="normal" font="default" size="100%">19</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Kadri Ouahab</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March 2014, ISSN/ISBN: 1582-4594 / 1335-3632.</style></title><secondary-title><style face="normal" font="default" size="100%"> Journal of Electrical Engineering (JEE)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01154200</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">14</style></volume><pages><style face="normal" font="default" size="100%">77-84</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;div style=&quot;left:196.39px;top:389.038px;15px;serif;transform:scaleX(1.07878);&quot;&gt;
	In this paper, we proposed a new
&lt;/div&gt;

&lt;div style=&quot;left:89.785px;top:406.243px;15px;serif;transform:scaleX(1.07855);&quot;&gt;
	mathematical model of the I-V characteristic of a faulty
&lt;/div&gt;

&lt;div style=&quot;left:89.785px;top:423.448px;15px;serif;transform:scaleX(1.06956);&quot;&gt;
	photovoltaic generator. It presents its behavior in normal
&lt;/div&gt;

&lt;div style=&quot;left:89.785px;top:440.848px;15px;serif;transform:scaleX(1.03176);&quot;&gt;
	and faulty operations. In particular, when its basic
&lt;/div&gt;

&lt;div style=&quot;left:89.785px;top:458.053px;15px;serif;transform:scaleX(1.04097);&quot;&gt;
	components such as cells, bypass and blocking diodes are
&lt;/div&gt;

&lt;div style=&quot;left:89.785px;top:475.258px;15px;serif;transform:scaleX(1.0717);&quot;&gt;
	subjected to the impedance or reversed polarity faults.
&lt;/div&gt;

&lt;div style=&quot;left:113.4px;top:502.033px;15px;serif;transform:scaleX(1.06112);&quot;&gt;
	The developed model of the faulty PV generator will
&lt;/div&gt;

&lt;div style=&quot;left:89.805px;top:519.433px;15px;serif;transform:scaleX(1.04858);&quot;&gt;
	allow studying of the I-V characteristic, measures the
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	tolerances of the technical functions, avoids numerous
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&lt;div style=&quot;left:89.805px;top:553.843px;15px;serif;transform:scaleX(1.06309);&quot;&gt;
	experiments, and ensure better assessment of fault
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&lt;div style=&quot;left:89.805px;top:571.048px;15px;serif;transform:scaleX(1.03746);&quot;&gt;
	consequences.
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</style></abstract><issue><style face="normal" font="default" size="100%">01</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults, Novembre 2014, ISSN/ISBN: 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">International Review on Modelling and Simulations(IREMOS)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/7059978/metrics</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it's subjected to the open-circuit and the short-circuit faults at its basic components as: cells, bypass diodes and blocking diodes. Such kind of modeling will allow developing fault detection and diagnosis methods. Indeed, the proposed model will be used to set normal and fault operation conditions database, which will facilitate learning and classifications phases.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Electrical faults modeling of the photovoltaic generator, juillet 2014, ISSN/ISBN: 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">International Review on Modelling and Simulations(IREMOS)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01017387</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">07</style></volume><pages><style face="normal" font="default" size="100%">245-257</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we presented a new methodology for the mathematical modeling of the photovoltaic generator's characteristics based on known electrical laws. This proposed new methodology in this work consists of a three new algorithms, each one presents the characteristic of the cell, group of cells, module, string and generator, when one or more of its components : cells, bypass diodes and blocking diodes subjected to these types of defaults: reversed polarity, open circuit, short circuit or impedance. The three new algorithms obtained can facilitate the prediction for the prognosis or the detection for the diagnosis of these photovoltaic generator's defaults.</style></abstract><issue><style face="normal" font="default" size="100%">02</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Smart Algorithm Based on the Optimization of SVR Technique by k-NNR Method for the Prognosis of the Open-Circuit and the Reversed Polarity Faults in a PV Generator, Decembre 2015, ISSN/ISBN: 1974-9821/1974-983X</style></title><secondary-title><style face="normal" font="default" size="100%">International Review on Modelling and Simulations(IREMOS)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-01154195</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">08</style></volume><pages><style face="normal" font="default" size="100%">18-25</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors. Nomenclature PV Photovoltaic SVM Support Vector Machines SVR Support Vector Regression k-NNR k-Nearest Neighbor Regression X SVR input vector Y SVR output vector f Linear function Ф Nonlinear mapping function w Weight vector e Squared loss function x Problem variable x * New problem variable α Lagrange multipliers N Number of classes m Number of index of minimum distances I / V Current / Voltage IPH Photocurrent</style></abstract><issue><style face="normal" font="default" size="100%">05</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezgui Wail</style></author><author><style face="normal" font="default" size="100%">Mouss kinza Nadia</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of SVM Classifier by k-NN for the Smart Diagnosis of the Short-Circuit and Impedance Faults in a PV Generator, Decembre 2014, ISSN/ISBN: 1974-9821/1974-983X.</style></title><secondary-title><style face="normal" font="default" size="100%">International Review on Modelling and Simulations(IREMOS)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%"> https://doi.org/10.15866/iremos.v7i5.3442	</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">07</style></volume><pages><style face="normal" font="default" size="100%">77-84. </style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">his paper deals with a new algorithm allowing short-circuit and impedance faults smart diagnosis of PV generators. It is based on the use of the SVM technique for the classification of observations not located in its margin, otherwise the proposed algorithm is used a k-NN method. A PV generator database containing observations distributed over classes is used for testing the new algorithm performance, which shows therefore its contribution and its effectiveness in the diagnosis area.&lt;br&gt;&lt;b&gt;&lt;i&gt;Copyright © 2014 Praise Worthy Prize - All rights reserved.&lt;/i&gt;&lt;/b&gt;</style></abstract><issue><style face="normal" font="default" size="100%">05</style></issue></record></records></xml>