@mastersthesis {6183,
	title = {D{\'e}veloppement d\&rsquo;une approche de r{\'e}solution d\&rsquo;un probl{\`e}me de lot sizing avec transport},
	year = {2014},
	author = {Laggoun Assia}
}
@mastersthesis {6182,
	title = {Elaboration d\&$\#$39;un programme Informatique pour la communucation et la gestion des donn{\'e}es par r{\'e}seau Internet, de la consommation energ{\'e}tique},
	year = {2014},
	author = {Mehannaoui Raouf}
}
@mastersthesis {6181,
	title = {Analyse S{\'e}quentielle des d{\'e}cisions d\&rsquo;investissement},
	year = {2014},
	author = {Messaoudi Miloud}
}
@mastersthesis {6164,
	title = {M{\'e}thode d\&$\#$39;{\'e}valuation de la qualit{\'e} du processus de conception  avec l\&$\#$39;utilisation de DFSS (design for six sigma)},
	year = {2014},
	author = {Boukhenifra Aissa and Ghecham Karim}
}
@mastersthesis {6163,
	title = {Une Approche Hybride pour la R{\'e}solution d\&$\#$39;un probl{\'e}me Industriel (FJSSP)},
	year = {2014},
	author = {Bekhouche Mouloud}
}
@mastersthesis {6162,
	title = {Application de la Value Stream Mapping pour la r{\'e}duction des temps de cycle dans un syst{\`e}me de production},
	year = {2014},
	author = {Soltani Mohyeddine}
}
@mastersthesis {6161,
	title = {Am{\'e}lioration de la performance par les m{\'e}thodes multicrit{\'e}re multi-acteur},
	year = {2014},
	author = {Kaouan Salah}
}
@mastersthesis {6160,
	title = {La r{\'e}solution desprobl{\`e}mes de selection de fournisseurs par les methodes math{\'e}matique et multicriteres},
	year = {2014},
	author = {Touati Kamel}
}
@mastersthesis {6145,
	title = {Application du Code {\`a} barre pour la  tra{\c c}abilit{\'e} MOUSS Kinza Nadia et SMAILI},
	year = {2014},
	author = {Belkacsmi Fatima}
}
@mastersthesis {6144,
	title = {Optimisation int{\'e}gr{\'e}e production-maintenance-qualit{\'e}},
	year = {2014},
	author = {Benidir Sofiane}
}
@mastersthesis {6065,
	title = {Un environnement {\'e}volutif d\&rsquo;aide au Diagnostic et {\`a} la conduite des Syst{\`e}mes Industriels},
	year = {2014},
	author = {Benbrahim Meriem}
}
@mastersthesis {6043,
	title = {Organisation de la fabrication par la DFT (Demand Flow Technology)},
	year = {2014},
	author = {Smail Samia}
}
@mastersthesis {6042,
	title = {R{\'e}solution des probl{\`e}mes de classification en aide {\`a} la d{\'e}cision. Application},
	year = {2014},
	author = {Azil Khaoula}
}
@mastersthesis {6041,
	title = {Optimisation du co{\^u}t de forage d\&$\#$39;un puits},
	year = {2014},
	author = {Alloui Abdellatif and Djebara Abdelkrim}
}
@mastersthesis {6040,
	title = {Initiation {\`a} l\&$\#$39;{\'e}tude ergonomiques des outils CAO},
	year = {2014},
	author = {Telalssa Kamel}
}
@mastersthesis {5950,
	title = {Etude et conception d\&$\#$39;un serveur vocal: Application aux comptes clients d\&$\#$39;une banque},
	year = {2014},
	author = {Zaidi Ammar}
}
@mastersthesis {5949,
	title = {Approche multi modeles pour la conception de systemes dynamiques hybrides surs de fonctionnement},
	year = {2014},
	author = {Ourliss Ourabah}
}
@mastersthesis {5931,
	title = {Pilotage en temps r{\'e}el d\&rsquo;une centrale {\'e}lectrique a gaz pour l\&rsquo;am{\'e}lioration du rendement et de la consommation sp{\'e}cifique},
	year = {2014},
	author = {Mehira Rabie}
}
@mastersthesis {5923,
	title = {Etude de la partie informatique d\&$\#$39;un simulateur de cockpit (Etude logicielle)},
	year = {2014},
	author = {Bayarassou Abdelhakim and Boussaad Mohamed-Anis}
}
@mastersthesis {5922,
	title = {Etude d\&rsquo;un syst{\`e}me SCADA (Supervisiory Control And Data Aquisition},
	year = {2014},
	author = {Iguelmamene Hasna}
}
@mastersthesis {5921,
	title = {Etude d\&rsquo;un syst{\`e}me de contr{\^o}le distribu{\'e} DCS \&laquo; Distributed Control System},
	year = {2014},
	author = {Kanit Akila}
}
@mastersthesis {5800,
	title = {Etude d\&$\#$39;interfaces utilisateurs pour des applications industrielles},
	year = {2014},
	author = {Fatah Imene}
}
@mastersthesis {5799,
	title = {R{\'e}solution du probl{\`e}me d\&$\#$39;ordonnancement des pi{\`e}ces avec contraintes d\&$\#$39;outillage},
	year = {2014},
	author = {Guiroud Fatiha}
}
@mastersthesis {5794,
	title = {Conception d\&$\#$39;un syst{\`e}me de GMAO pour la gestion de maintenance du barrage de Timgad},
	year = {2014},
	author = {Azoui El-Hocine}
}
@mastersthesis {5793,
	title = {Conception et r{\'e}alisation d\&$\#$39;un syst{\`e}me temps r{\'e}el de contr{\^o}le commande},
	year = {2014},
	author = {Abdelhadi Younes}
}
@mastersthesis {5792,
	title = {Contr{\^o}le d\&$\#$39;un proc{\'e}d{\'e} industriel par API},
	year = {2014},
	author = {Chebili Hocine}
}
@mastersthesis {5791,
	title = {Site Web pour la gestion de l\&$\#$39;entreprise ScimAT},
	year = {2014},
	author = {Lounis Taki-EDdine and Soltani MohiEddine}
}
@mastersthesis {5790,
	title = {Mod{\'e}lisation et Commande d\&$\#$39;un Syst{\`e}me Hydraulique dans l\&$\#$39;Espace d\&$\#$39;Etat},
	year = {2014},
	author = {Djebaili Chifa and Guenfoud Maroin}
}
@mastersthesis {5789,
	title = {Un Syst{\`e}me Immunitaire Artificiel pour l\&$\#$39;Ordonnancement des Ateliers multi-gamme},
	year = {2014},
	author = {Serrar Younes}
}
@mastersthesis {5788,
	title = {Supervision d\&$\#$39;un Syst{\`e}me de Production},
	year = {2014},
	author = {Merdaci Alaeddine}
}
@mastersthesis {5781,
	title = {Cr{\'e}ation d\&rsquo;une biblioth{\`e}que num{\'e}rique des th{\`e}ses Master dans le site du d{\'e}partement de G{\'e}nie Industriel et dans la base SNDL},
	year = {2014},
	author = {Takhebalet Ilhem}
}
@mastersthesis {5780,
	title = {Etude des modes de marche et d\&rsquo;arr{\^e}t d\&rsquo;un m{\'e}langeur industriel},
	year = {2014},
	author = {Rouibi Assiai Assia}
}
@mastersthesis {5779,
	title = {Mod{\'e}lisation de fonctionnement sans anomalies d\&rsquo;un syst{\`e}me de production},
	year = {2014},
	author = {Boucherbe Nour Elhouda et and Merah Amina}
}
@mastersthesis {5778,
	title = {Contr{\^o}le flou et marche automatique d\&rsquo;un atelier de broyage cru},
	year = {2014},
	author = {Aoura Alaedine}
}
@mastersthesis {5777,
	title = {T{\'e}l{\'e}-Contr{\^o}le d\&$\#$39;un Syst{\`e}me de Production en utilisant PCS 7},
	year = {2014},
	author = {Dekkhiche Asma}
}
@mastersthesis {5776,
	title = {Etude de la mise {\`a} niveau (Upgrade) du syst{\`e}me de contr{\^o}le-commande (DCS : TDC 3000) install{\'e} au champ p{\'e}trolier BRN (Bir Rebaa Nord)},
	year = {2014},
	author = {Righi Amine}
}
@mastersthesis {5775,
	title = {Conception d\&rsquo;une Interface Humain-Machine d\&rsquo;un syst{\`e}me de supervision de la station d\&rsquo;injection d\&rsquo;eau du champ BRN (Bir Rebaa Nord) },
	year = {2014},
	author = {Touil Khaled}
}
@conference {4695,
	title = {Remote control and supervision of a manufacturing system Application in a cement factory, ISSN. 2335-1012},
	booktitle = {ICDSD 2014. International Conference on Distributed System and Decision, Oran, Algeria},
	year = {2014},
	author = {Zermane Hanane and Mouss Leila Hayet and Hamidane  Rabie}
}
@conference {4694,
	title = {A smart algorithm for the diagnosis of short-circuits faults in a photovoltaic generator},
	booktitle = {A smart algorithm for the diagnosis of short-circuits faults in a photovoltaic generator. In Proceedings of the 2014 IEEE ICGE  Sfax, Tunisia},
	year = {2014},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Nadia. Kinza and Mouss Med Djamel and Benbouzid Mohamed}
}
@conference {4693,
	title = {Faults Modeling of the Impedance and Reversed Polarity Types within the PV Generator Operation \&raquo;},
	booktitle = {Proceedings of the 2014 IEEE The third International Symposium on Environment Friendly Energies and Applications Paris, France},
	year = {2014},
	pages = {pp. 377-382},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Nadia. Kinza and Mouss Med Djamel and Y.Amirat and Benbouzid Mohamed}
}
@conference {4692,
	title = {New Algorithm for the IV Characteristic Modeling of the Photovoltaic Generator Malfunction within Impedance and Reversed Polarity Faults },
	booktitle = {in Proceedings of the 2014 IEEE EFEA The third International Symposium on Environment Friendly Energies and Applications Paris, France},
	year = {2014},
	pages = {pp. 506-512    },
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Nadia. Kinza and Mouss Med Djamel and Y.Amirat and Benbouzid Mohamed}
}
@conference {4691,
	title = {Modeling the PV Generator Behavior Submit to the Open-Circuit and the Short-Circuit Faults},
	booktitle = {In Proceedings of the 2014 IEEE EFEA. The third International Symposium on Environment Friendly Energies and Applications Paris, France},
	year = {2014},
	pages = {pp. 57-62},
	author = {Rezgui Wail and Mouss Nadia. Kinza and Mouss Leila Hayet and Mouss Med Djamel and Y.Amirat and Benbouzid Mohamed}
}
@conference {4690,
	title = {Development of a New Methodology for Modeling the PV Generator Behavior in the Presence of Open-Circuit and Short-Circuit Faults},
	booktitle = {In Proceedings of the 2014 IEEE EFEA. Third International Symposium on Environment Friendly Energies and Applications Paris, France},
	year = {2014},
	pages = {pp. 445-450},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Nadia. Kinza and Mouss Med Djamel and Y.Amirat and Benbouzid Mohamed}
}
@conference {4689,
	title = {A hybrid method to develop a knowledge management system},
	booktitle = {EKNOW 2014 International Conference on Information, Process, and Knowledge Management Barcelone, Espagne},
	year = {2014},
	pages = {pp 77-83},
	author = {Aitouche Samia and Mouss Med Djamel and Mouss Leila Hayet and Kaanit Abdelghafour and Boutarfa Youcef and Rezki Djamil}
}
@conference {4688,
	title = {Regression Algorithm for the Smart Prognosis of a Reversed Polarity Fault in a Photovoltaic Generator},
	booktitle = {In Proceedings of the 2014 IEEE ICGE Sfax, Tunisia},
	year = {2014},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Med Djamel and Benbouzid Mohamed}
}
@conference {4667,
	title = {An implementation tool for the expertise model using CommonKADS methodology},
	booktitle = {In proceedings of EKNOW 2014 International Conference on Information, Process, and Knowledge Management, Barcelone, Espagne},
	year = {2014},
	pages = {pp 70-76},
	author = {Titah Mawloud and Mouss Med Djamel and Aitouche Samia}
}
@proceedings {3593,
	title = {Substitution du gaz naturel par les syst{\`e}mes thermiques solaire dans l\&$\#$39;industrie de transformation du lait en Alg{\'e}rie.},
	journal = {JSMER{\textquoteright}2014. Journ{\'e}es Scientifiques Mat{\'e}riaux {\textsection} Energies Renouvelables {\guillemotleft}Applications et D{\'e}fis{\guillemotright}},
	year = {2014},
	author = {Bouakaz Amina}
}
@proceedings {3592,
	title = {Ordonnancement d\&$\#$39;un syst{\`e}me de production pour une gestion optimale d\&$\#$39;{\'e}nergie},
	journal = {JEJS{\textquoteright}2014, 1{\`e}re journ{\'e}e d{\textquoteright}{\'e}tudes des jeunes scientifique},
	year = {2014},
	author = {Bouakaz Amina}
}
@proceedings {3591,
	title = {Etude du Potentiel d\&$\#$39;Energie Solaire Thermique Utilis{\'e} pour la Production de l\&$\#$39;Eau chaude dans l\&$\#$39;Industrie Agro-alimentaire},
	journal = {9{\`e}me Journ{\'e}e de M{\'e}canique, Ecole Militaire Polytechnique},
	year = {2014},
	author = {Bouakaz Amina}
}
@proceedings {3590,
	title = {l\&rsquo;int{\'e}gration d\&rsquo;une approche proactive pour la maintenance : Etat de l\&rsquo;art},
	journal = {JEJS{\textquoteright}2014, 1{\`e}re journ{\'e}e d{\textquoteright}{\'e}tudes des jeunes scientifique},
	year = {2014},
	author = {Bayarassou Manal}
}
@proceedings {3589,
	title = {Application d\&rsquo;un nouveau mod{\`e}le  de maitrise de la performance globale d\&rsquo;une organisation},
	journal = {ICISE{\textquoteright}14 International conference on engineering of Industrial safety and Environnement},
	year = {2014},
	url = {http://www.univ-oran,.dz/icise2014/index.html},
	author = {Aoueg Hicham}
}
@proceedings {3588,
	title = {L\&$\#$39;{\'e}nergie solaire thermique dans l\&$\#$39;industrie agro-alimenetaire en Alg{\'e}rie. Constantine},
	journal = {ICEECA{\textquoteright}14 2{\`e}me Conf{\'e}rence Internationale sur l{\textquoteright}Energ{\'e}tique Appliqu{\'e}e et la Pollution. Universit{\'e} de Constantine 1},
	year = {2014},
	author = {Bouakaz Amina}
}
@proceedings {3587,
	title = {Les param{\`e}tres m{\'e}t{\'e}orologiques influant sur la production journali{\`e}re d\&$\#$39;un syst{\`e}me solaire thermique Universit{\'e} Abou Bekr Belkaid Tlemcen. , Novembre},
	journal = {STEMA 3{\`e}me S{\'e}minaire International sur les technologies M{\'e}caniques Avanc{\'e}es},
	year = {2014},
	author = {Bouakaz Amina}
}
@proceedings {3586,
	title = {Potentiel d\&$\#$39;Energie Solaire Thermique dans l\&$\#$39;Industrie Agro-alimentaire. 12 - 14 May. Batna\&ndash;Algeria, pour la maintenance syst{\'e}matique},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 589-595},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Bouakaz Amina}
}
@proceedings {3585,
	title = {SIAD Scimat 2.0, aide {\`a} la d{\'e}cision pour un syst{\`e}me de production  Ouargla, Algeria, March.},
	journal = {ICAIIT 2014 International Conference on Artificial Intelligence and Information Technology},
	year = {2014},
	author = {Boutarfa Youcef}
}
@proceedings {3584,
	title = {Mesurer le niveau sigma d\&rsquo;une entreprise par une approche {\`a} base de pond{\'e}ration des processus May, 11-13, Batna, Algeria },
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 28-33},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Aoueg Hicham}
}
@proceedings {3572,
	title = {Mesurer le niveau sigma d\&rsquo;une entreprise par une approche {\`a} base de pond{\'e}ration des processus. 12 - 14 May. Batna\&ndash;Algeria,},
	journal = { ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = { pp. 589-595},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Aoueg Hicham}
}
@proceedings {3571,
	title = {Un cadre Bay{\'e}sien pour pr{\'e}voir la dur{\'e}e des pannes dans un syst{\`e}me de production.. May, 11-13, Batna, Algeria},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 640-645},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Zegdani Salima}
}
@proceedings {3570,
	title = {Solution hybride pour un probl{\`e}me de lot syzing int{\'e}gr{\'e} {\`a} capacit{\'e} fini avec transport May, 11-13, Batna, Algeria},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 634-639},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Laggoun Assia}
}
@proceedings {3567,
	title = {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},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 245-251},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Rezgui Wail}
}
@proceedings {3561,
	title = {Une approche de contr{\^o}le manufacturier d\&rsquo;un syst{\`e}me de production},
	journal = { ICISE{\textquoteright}14 International conference on engineering of Industrial safety and Environnement},
	year = {2014},
	url = {http://www.univ-oran,.dz/icise2014/index.html},
	author = {Driss Imen}
}
@proceedings {3559,
	title = {Proposition d\&rsquo;une nouvelle approche pour le choix des investissements bas{\'e}e sur les arbres de d{\'e}cision flous . May, 11-13, Batna, Algeria },
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 353-359},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Kaanit Abdelghafour}
}
@proceedings {3558,
	title = {Development of a proactive maintenance strategy: state of art.  May, 11-13, Batna, Algeria},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 46-49},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Bayarasou Manal}
}
@proceedings {3548,
	title = {Smart diagnosis algorithm of the open-circuit fault in a photovoltaic generator},
	journal = {(CEIT), 2015 3rd International Conference onControl, Engineering \& Information Technology},
	year = {2014},
	author = {Rezgui Wail}
}
@proceedings {3547,
	title = {A smart algorithm for the diagnosis of short-circuit faults in a photovoltaic generator},
	journal = {ICGE{\textquoteright}14 International Conference on Green Energy},
	year = {2014},
	author = {Rezgui Wail}
}
@proceedings {3546,
	title = {A Regression Algorithm for the Smart Prognosis of a Reversed Polarity Fault in a Photovoltaic Generator},
	journal = { ICGE{\textquoteright}14 International Conference on Green Energy},
	year = {2014},
	author = {Rezgui Wail}
}
@proceedings {3545,
	title = {Strong formulations for a capacitated multi-vehicle Production-distribution Problem},
	journal = {IESM 2013 Industrial Engineering and Systems Management Rabat, MOROCCO},
	year = {2014},
	author = {Mouss kinza Nadia}
}
@proceedings {3543,
	title = {Modeling the PV Generator Behavior Submit to the Open-Circuit and the Short-Circuit Faults. 19-21 Nov. Paris (France)},
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	pages = {pp. 57-62~},
	url = {http://www.simagi.polymtl.ca/cigi2011/articles/_Bentrcia-Proposition.pdf},
	author = {Rezgui Wail}
}
@proceedings {3542,
	title = {Development of a New Methodology for Modeling the PV Generator Behavior in the Presence of Open-Circuit and Short-Circuit Faults. 19-21 November},
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	author = {Rezgui Wail}
}
@proceedings {3531,
	title = {Potentiel d\&rsquo;Energie Solaire Thermique dans l\&rsquo;IndustrieAgro-alimentaire},
	journal = { ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Bouakaz Amina}
}
@proceedings {3530,
	title = {Les d{\'e}chets {\'e}lectroniques et leur gestion dans le monde et en Alg{\'e}rie},
	journal = { ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Hamouda Karima}
}
@proceedings {3529,
	title = {Monitoring of Smart Home System and Analysis of CO2 Gas emissionusing Open Source Platform},
	journal = { ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Ghouari Adel}
}
@proceedings {3528,
	title = {Experimental investigation on solar thermal system and possible reduction of CO2 emissions},
	journal = { ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Boutagriouet Baddredine}
}
@proceedings {3519,
	title = {Walk optimization of a drilling operation carried out by a two link robot arm using heuristic approach },
	journal = {International Congress on Energy Efficiency and Energy Related Materials},
	year = {2014},
	author = {Bellala Djamel}
}
@proceedings {3503,
	title = {A smart algorithm for the diagnosis of short-circuit faults in a photovoltaic generator, ISBN: 978-1-4799-3602-1  },
	journal = {ICGE{\textquoteright}14 International Conference on Green Energy  },
	year = {2014},
	url = {DOI:  10.1109/ICGE.2014.6835412},
	author = {Rezgui Wail}
}
@proceedings {3502,
	title = {A Regression Algorithm for the Smart Prognosis of a Reversed Polarity Fault in a Photovoltaic Generator,  ISBN: 978-1-4799-3602-1  },
	journal = { ICGE{\textquoteright}14 International Conference on Green Energy},
	year = {2014},
	url = {DOI: 10.1109/ICGE.2014.6835411},
	author = {Rezgui Wail}
}
@proceedings {3499,
	title = { A hybrid method to develop a knowledge management system, Barcelone, Espagne, Mars, ISBN: 978-1-61208-329-2},
	journal = { (EKNOW 2014),  International Conference on Information, Process, and Knowledge Management},
	year = {2014},
	pages = {pp. 77-83},
	author = {Aitoche Samia}
}
@proceedings {3498,
	title = { An implementation tool for the expertise model using CommonKADS methodology, In proceedings , Barcelone, Espagne, Mars, ISBN: 978-1-61208-329-2},
	journal = {(EKNOW 2014 ), International Conference on Information, Process, and Knowledge Management},
	year = {2014},
	pages = {pp. 70-76},
	author = {Titah Mawloud}
}
@proceedings {3492,
	title = {Modeling the PV Generator Behavior Submit to the Open-Circuit and the Short-Circuit Faults. 19-21 Nov. Paris (France), ISBN: 978-1-4799-7517-4},
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	pages = {pp. 57-62},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Bencherif Fateh}
}
@proceedings {3491,
	title = {Development of a New Methodology for Modeling the PV Generator Behavior in the Presence of Open-Circuit and Short-Circuit Faults.19-21 November, Paris France, ISBN: 978-1-4799-7517-4},
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	pages = {pp. 445-450},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Bencherif Fateh}
}
@proceedings {3490,
	title = {Faults Modeling of the Impedance and Reversed Polarity Types within the PV Generator Operation. 19-21 Nov. Paris (France), ISBN: 978-1-4799-7517-4 },
	journal = { (IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	pages = {pp. 377-382},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Mouss Leila-Hayet}
}
@proceedings {3489,
	title = {New Algorithm for the IV Characteristic Modeling of the Photovoltaic Generator Malfunction within Impedance and Reversed Polarity Faults ISBN 978-1-4799-7517-4},
	journal = {IEEE EFEA Third International Symposium on Environment Friendly Energies and Applications 19-21 Nov Paris  France},
	year = {2014},
	pages = {pp. 506-512},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Mouss Leila-Hayet}
}
@proceedings {3484,
	title = {Remote control and supervision of a manufacturing system Application in a cement factory},
	journal = {ICEE 2014  The Second International Conference on Electro {\textendash} Energy },
	year = {2014},
	author = {Zermane Hanane}
}
@proceedings {3478,
	title = {L\&rsquo;application des algorithmes de colonies de fourmis pour le diagnostic des syst{\`e}mesdynamiques et complexes},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Kadri Ouhab}
}
@proceedings {3477,
	title = {La logique floue pour l\&rsquo;anesth{\'e}sie inhalatoire},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Brahmi Samia}
}
@proceedings {3476,
	title = {MaSE, une m{\'e}thode innovante pour la mod{\'e}lisation d\&rsquo;un syst{\`e}me de production r{\'e}el},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Bouhafna Kherredine}
}
@proceedings {3475,
	title = {Designing a mobile agent based M-maintenance: Formal modelling and simulation},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html  ABID },
	author = {Abid Khadidja}
}
@proceedings {3474,
	title = {Une nouvelle m{\'e}thode bas{\'e}e sur le syst{\`e}me multi-agents et le syst{\`e}me immunitaire artificielpour la maintenance syst{\'e}matique},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Abdelhadi Adel}
}
@proceedings {3473,
	title = {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 },
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 245-251},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Rezgui Wail}
}
@proceedings {3472,
	title = {An automatic control of cement production quality May, 11-13, Batna, Algeria,},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 28-33},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Rezki Djamil}
}
@proceedings {3471,
	title = {Implantation d\&$\#$39;un Algorithme Pour l\&$\#$39;Allocation des Ressources dans un Contexte de Maintenance Distribu{\'e}e pour une Entreprise Etendue (Approche SMA).May, 11-13, Batna, Algeria,},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 367-373},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Zeghichi Nafissa}
}
@proceedings {3470,
	title = {An e-medicine approach based on Multi Agent system. . May, 11-13, Batna, Algeria },
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 640-645},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Abid Khadidja}
}
@proceedings {3469,
	title = {An agent based approach for quality control and maintenance in production line: Modelling with AUMLMay, 11-13, Batna, Algeria,},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 634-639},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Rezki Nafissa}
}
@proceedings {3461,
	title = {Formal Specification of a Mobile Agent Based Maintenance for Manufacturing System},
	journal = {ISIA International Symposium on Informatics and its Applications},
	year = {2014},
	author = {Abid Khadidja}
}
@proceedings {3457,
	title = {Designing a mobile agent based M-maintenance: Formal modelling and simulation. . May, 11-13, Batna, Algeria},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 353-359},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Abid Khadidja}
}
@proceedings {3456,
	title = {Joint quality and Maintenance in Manufacturing System.  May, 11-13, Batna, Algeria},
	journal = {ICIEM{\textquoteright}14, International Conference on Industrial Engineering and Manufacturing},
	year = {2014},
	pages = {pp. 46-49},
	url = {http://www.univ-batna,.dz/iciem2014/index.html},
	author = {Rezki Nafissa}
}
@proceedings {3453,
	title = { Remote control and supervision of a manufacturing system (Application in a cement factory), SSN : 2335-1012},
	journal = {(ICDSD 2014) The second International Conference on Distributed System and Decision},
	year = {2014},
	author = {Hamidene Rabie}
}
@proceedings {3424,
	title = {A smart algorithm for the diagnosis of short-circuit faults in a photovoltaic generator, ISBN: 978-1-4799-3602-1},
	journal = {ICGE{\textquoteright}14 International Conference on Green Energy},
	year = {2014},
	url = {DOI:  10.1109/ICGE.2014.6835412},
	author = {Rezgui Wail}
}
@proceedings {3423,
	title = {A Regression Algorithm for the Smart Prognosis of a Reversed Polarity Fault in a Photovoltaic Generator, ISBN: 978-1-4799-3602-1},
	journal = { ICGE{\textquoteright}14 International Conference on Green Energy},
	year = {2014},
	url = {DOI: 10.1109/ICGE.2014.6835411},
	author = {Rezgui Wail}
}
@proceedings {3415,
	title = {Modeling the PV Generator Behavior Submit to the Open-Circuit and the Short-Circuit Faults. 19-21 Nov,   ISBN: 978-1-4799-7517-4 },
	journal = {  (IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.},
	year = {2014},
	pages = {pp. 57-62},
	address = {Paris (France)},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Rezgui Wail}
}
@proceedings {3414,
	title = {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 },
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.   },
	year = {2014},
	pages = {pp. 445-450},
	address = {Paris France},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Rezgui Wail}
}
@proceedings {3413,
	title = {Faults Modeling of the Impedance and Reversed Polarity Types within the PV Generator Operation. 19-21 Nov,  ISBN: 978-1-4799-7517-4 },
	journal = {(IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications},
	year = {2014},
	pages = {pp. 377-382},
	address = {Paris (France)},
	url = {DOI: 10.1109/EFEA.2014.7059947},
	author = {Mouss Leila-Hayet}
}
@proceedings {3412,
	title = { 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},
	journal = { (IEEE EFEA 2014),Third International Symposium on Environment Friendly Energies and Applications.   },
	year = {2014},
	pages = { pp. 506-512},
	address = {Paris (France)},
	url = {DOI: 10.1109/EFEA.2014.7059947}
}
@book {3396,
	title = {La maitrise de la qualit{\'e} et de la s{\'e}curit{\'e} sanitaire des aliments : Industrie Agroalimentaire, ISSN/ISBN 978-3-8417-4106-6},
	year = {2014},
	pages = {196 pages},
	publisher = {{\'E}ditions~ Universitaires Europ{\'e}ennes. OmniScriptum GmbH \&amp; Co. Broch{\'e}~},
	organization = {{\'E}ditions~ Universitaires Europ{\'e}ennes. OmniScriptum GmbH \&amp; Co. Broch{\'e}~},
	url = {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},
	author = {Benzouai Messaoud and Mouss Leila Hayet}
}
@article {3354,
	title = {l\&rsquo;am{\'e}lioration du processus de fabrication d\&rsquo;une entreprise alg{\'e}rienne par le niveau sigma,  ISSN/ISBN 1112-3613 / 2437-0843},
	journal = {El-Bahith Review},
	volume = {Volume 14},
	number = {Num{\'e}ro 14},
	year = {2014},
	pages = { Pages 61-73 },
	abstract = {Ce modeste travail a pour objectif d{\textquoteright}{\'e}valuer la performance du processus de fabrication de l{\textquoteright}entreprise par un nouvel outil de mesure, en l{\textquoteright}occurrence le niveau sigma dont la finalit{\'e} consiste {\`a} chiffrer les couts inh{\'e}rents {\`a} chaque sous processus de production, mesurer les niveaux six sigma des sous processus adjacents, les pond{\'e}rer pour parvenir {\`a} calculer le DPMO (Defects Per Million Opportunity) et {\'e}valuer ainsi la comp{\'e}titivit{\'e} globale de l{\textquoteright}entreprise. Ce nouvel outil de mesure de la performance du processus de fabrication (niveau sigma) sera appliqu{\'e} {\`a} une entreprise de fabrication de Bouteilles A Gaz (BAG {\textendash} Batna).},
	url = {https://www.asjp.cerist.dz/en/article/260},
	author = {Aoueg Hicham and Kaanit Abdelghafour}
}
@article {3350,
	title = {Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March 2014, ISSN/ISBN 1582-4594. 1335-3632},
	journal = {JEE Journal of Electrical Engineering,},
	volume = {Vol. 14},
	number = {Issue.1},
	year = {2014},
	pages = {pp. 77-84},
	abstract = {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.},
	url = {https://hal.archives-ouvertes.fr/hal-01154200/document},
	author = {Rezgui Wail    Mouss Kinza Nadia and Mouss Leila Hayet and Mouss kinza Nadia}
}
@article {3348,
	title = {Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-98211974-983X},
	journal = {IREMOS International Review on Modelling and Simulations.},
	year = {2014},
	abstract = {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.},
	url = {https://ieeexplore.ieee.org/document/7059979},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Med Djamel}
}
@article {3347,
	title = {Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults,  ISSN/ISBN 1974-9821 / 1974-983X},
	journal = {IREMOS International Review on Modelling and Simulations},
	year = {2014},
	abstract = {In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it{\textquoteright}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.},
	url = {https://ieeexplore.ieee.org/document/7059978/metrics$\#$metrics},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Leila Hayet}
}
@article {3346,
	title = {Electrical faults modeling of the photovoltaic generator,  ISSN/ISBN 1974-98211974-983X},
	journal = {IREMOS International Review on Modelling and Simulations },
	volume = {Vol.7},
	number = {Issue 2},
	year = {2014},
	pages = {p.245-257},
	abstract = {n this paper, we presented a new methodology for the mathematical modeling of the photovoltaic generator{\textquoteright}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{\textquoteright}s defaults.},
	url = {https://hal.archives-ouvertes.fr/hal-01017387/document},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Med Djamel}
}
@article {3345,
	title = {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},
	journal = {IREMOS International Review on Modelling and Simulations. },
	volume = {Vol 8},
	number = {N{\textdegree} 5},
	year = {2014},
	pages = {pp 18-25},
	abstract = {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},
	url = {https://hal.archives-ouvertes.fr/hal-01154195},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss kinza Nadia}
}
@article {3343,
	title = {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},
	journal = {IREMOS International Review on Modelling and Simulations },
	volume = {Vol.7},
	number = {N{\textdegree}5},
	year = {2014},
	pages = {pp 77-84},
	abstract = {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.},
	url = {https://www.praiseworthyprize.org/jsm/index.php?journal=iremos\&page=article\&op=view\&path\%5B\%5D=16281},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Med Djamel}
}
@article {3342,
	title = {{\'E}tude, mise en {\oe}uvre et adaptabilit{\'e} des outils de l\&rsquo;am{\'e}lioration continue dans une industrie alg{\'e}rienne : Approches Th{\'e}orique et Pratique,  ISSN 1479-2494},
	journal = {IJSSCA International Journal of SIX SIGMA and Competitive Advantage},
	volume = {Vol. 9},
	year = {2014},
	pages = { pp. 01-19},
	author = {Aoueg Hicham and Mechennene Athmane}
}
@article {3073,
	title = {Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-98211974-983X},
	journal = {IREMOS International Review on Modelling and Simulations. },
	year = {2014},
	abstract = {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.},
	url = {https://ieeexplore.ieee.org/document/7059979},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Leila Hayet}
}
@article {3071,
	title = {Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March, ISSN/ISBN 1582-4594/1335-3632.},
	journal = {JEE Journal of Electrical Engineering,},
	volume = {Vol. 14},
	number = {Issue. 1},
	year = {2014},
	pages = {pp. 77-84},
	abstract = {the work presented inthis paper isdedicated to improvingthe methods ofdetection and diagnosisoffaults affectingproduction systems,particularlyphotovoltaic systems.We proposeda newintelligent algorithmfor the detectionand diagnosis ofPVinstallations, capable of detecting and resonateto define thetype of defectsthat canaffectthis typeofsystem. This new algorithmis based onthe notion ofpattern recognition,for that it isable to preparethe representation spaceandthe decision spaceon the one hand,and on the otherhand, theclassificationof all newobservationscollected duringthe functioning of the system. This algorithmmainly based onthe method ofk-nearest neighbor and two toolsof artificial intelligenceto improve thismethod andincreasing the rate ofits classification, which arefuzzy logic tooptimizethe location of thecenters of gravity ofclassesandalsothe new observations,and the neural network thatcan classify thecase of dischargesambiguityandreleasesdistancewhich presentsthe limitations of the methodof thek-nearest neighbor. Wetested the performanceof our algorithm ona databaseofa photovoltaic system at theresearch unit ofGHARDAIAAlgeria.},
	url = {https://pdfs.semanticscholar.org/8d54/cc8ebdfc720b5d95cbb6d4238667874f8799.pdf},
	author = {Rezgui Wail and Mouss Leila Hayet and Kadri Ouahab}
}
@article {3069,
	title = {Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults, ISSN/ISBN 1974-9821/1974-983X},
	journal = {IREMOS International Review on Modelling and Simulations. },
	year = {2014},
	abstract = {In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it{\textquoteright}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.},
	url = {https://ieeexplore.ieee.org/document/7059978},
	author = {Rezgui Wail  Mouss Kinza Nadia  Mouss Leila Hayet}
}
@article {3068,
	title = {Electrical faults modeling of the photovoltaic generator, ISSN/ISBN 1974-9821/1974-983X},
	journal = {IREMOS International Review on Modelling and Simulations. },
	volume = {Vol 7},
	number = {N{\textdegree}2},
	year = {2014},
	pages = {pp.245-257},
	abstract = {n this paper, we presented a new methodology for the mathematical modeling of the photovoltaic generator{\textquoteright}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{\textquoteright}s defaults. },
	url = {https://hal.archives-ouvertes.fr/hal-01017387/document},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3065,
	title = {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},
	journal = {IREMOS International Review on Modelling and Simulations},
	volume = {Vol.7},
	number = {N{\textdegree}5},
	year = {2014},
	pages = {pp 77-84},
	abstract = {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.},
	url = { https://doi.org/10.15866/iremos.v7i5.3442},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Med Djamel}
}
@article {3001,
	title = {Faults modeling of the impedance and reversed polarity types within the PV generator operation, ISSN/ISBN 1974-9821 / 1974-983X},
	journal = {IREMOS International Review on Modelling and Simulations.},
	year = {2014},
	abstract = {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.},
	url = {https://hal.archives-ouvertes.fr/hal-01154200/document},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Leila Hayet}
}
@article {3000,
	title = {A New Method Based on Multi Agent System and Artificial Immune System for Systematic Maintenance, ISSN/ISBN 2040-7459 /2040-7467 \&copy; Maxwell Scientific Organization, 2014},
	journal = {RJASET Research Journal of Applied Sciences, Engineering and Technology},
	volume = {7},
	number = {19},
	year = {2014},
	pages = {4008-4017},
	abstract = {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 M{\'e}taheuristiques. 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.},
	url = {https://pdfs.semanticscholar.org/452d/4b6197de0ff91f28e20c4558cfd750365772.pdf},
	author = {Abdelhadi Adel and Mouss Leila Hayet}
}
@article {1867,
	title = {Electrical faults detection for the intelligent diagnosis of a photovoltaic generator, March 2014, ISSN/ISBN: 1582-4594 / 1335-3632.},
	journal = { Journal of Electrical Engineering (JEE)},
	volume = {14},
	number = {01},
	year = {2014},
	pages = {77-84},
	abstract = {
	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.

},
	url = {https://hal.archives-ouvertes.fr/hal-01154200},
	author = {Rezgui Wail and Rezgui Wail and Kadri Ouahab}
}
@article {1835,
	title = {Modeling the PV generator behavior submit to the open-circuit and the short-circuit faults, Novembre 2014, ISSN/ISBN: 1974-9821/1974-983X},
	journal = {International Review on Modelling and Simulations(IREMOS)},
	year = {2014},
	abstract = {In this paper, we proposed a new mathematical model of a faulty photovoltaic generator operation. It presents its behavior, when it{\textquoteright}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.},
	url = {https://ieeexplore.ieee.org/document/7059978/metrics},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Leila Hayet}
}
@article {1830,
	title = {Electrical faults modeling of the photovoltaic generator, juillet 2014, ISSN/ISBN: 1974-9821/1974-983X},
	journal = {International Review on Modelling and Simulations(IREMOS)},
	volume = {07},
	number = {02},
	year = {2014},
	pages = {245-257},
	abstract = {In this paper, we presented a new methodology for the mathematical modeling of the photovoltaic generator{\textquoteright}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{\textquoteright}s defaults.},
	url = {https://hal.archives-ouvertes.fr/hal-01017387},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {1736,
	title = {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},
	journal = {International Review on Modelling and Simulations(IREMOS)},
	volume = {08},
	number = {05},
	year = {2014},
	pages = {18-25},
	abstract = {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},
	url = {https://hal.archives-ouvertes.fr/hal-01154195},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {1733,
	title = {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.},
	journal = {International Review on Modelling and Simulations(IREMOS)},
	volume = {07},
	number = {05},
	year = {2014},
	pages = {77-84. },
	abstract = {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.Copyright {\textcopyright} 2014 Praise Worthy Prize - All rights reserved.},
	url = { https://doi.org/10.15866/iremos.v7i5.3442	},
	author = {Rezgui Wail and Mouss kinza Nadia and Mouss Med Djamel}
}
