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2016
Makhloufi MT, Abdessemed Y, Khireddine MS. A Feed forward Neural Network MPPT Control Strategy Applied to a Modified Cuk Converter. International Journal of Electrical & Computer Engineering (2088-8708)International Journal of Electrical & Computer Engineering (2088-8708). 2016;6.
Makhloufi MT, Yassine A, Salah KM. A feed forward neural network MPPT control strategy applied to a modified cuk converter, ISSN 2088-8708. International Journal of Electrical and Computer EngineeringInternational Journal of Electrical and Computer Engineering. 2016;Volume 6 :pp 1421-1433.Abstract
This paper presents an intelligent control strategy that uses a feedforward artificial neural network in order to improve the performance of the MPPT (Maximum Power Point Tracker) MPPT photovoltaic (PV) power system based on a modified Cuk converter. The proposed neural network control (NNC) strategy is designed to produce regulated variable DC output voltage. The mathematical model of Cuk converter and artificial neural network algorithm is derived. Cuk converter has some advantages compared to other type of converters. However the nonlinearity characteristic of the Cuk converter due to the switching technique is difficult to be handled by conventional controller. To overcome this problem, a neural network controller with online learning back propagation algorithm is developed. The NNC designed tracked the converter voltage output and improve the dynamic performance regardless load disturbances and supply variations. The proposed controller effectiveness during dynamic transient response is then analyze and verified using MATLAB-Simulink. Simulation results confirm the excellent performance of the proposed NNC technique for the studied PV system. 
Makhloufi MT, Yassine A, Salah KM. A feed forward neural network MPPT control strategy applied to a modified cuk converter, ISSN 2088-8708. International Journal of Electrical and Computer EngineeringInternational Journal of Electrical and Computer Engineering. 2016;Volume 6 :pp 1421-1433.Abstract
This paper presents an intelligent control strategy that uses a feedforward artificial neural network in order to improve the performance of the MPPT (Maximum Power Point Tracker) MPPT photovoltaic (PV) power system based on a modified Cuk converter. The proposed neural network control (NNC) strategy is designed to produce regulated variable DC output voltage. The mathematical model of Cuk converter and artificial neural network algorithm is derived. Cuk converter has some advantages compared to other type of converters. However the nonlinearity characteristic of the Cuk converter due to the switching technique is difficult to be handled by conventional controller. To overcome this problem, a neural network controller with online learning back propagation algorithm is developed. The NNC designed tracked the converter voltage output and improve the dynamic performance regardless load disturbances and supply variations. The proposed controller effectiveness during dynamic transient response is then analyze and verified using MATLAB-Simulink. Simulation results confirm the excellent performance of the proposed NNC technique for the studied PV system. 
Makhloufi MT, Abdessemed Y, Khireddine MS. A Feed forward Neural Network MPPT Control Strategy Applied to a Modified Cuk Converter. International Journal of Electrical & Computer Engineering (2088-8708)International Journal of Electrical & Computer Engineering (2088-8708). 2016;6.
Makhloufi MT, Yassine A, Salah KM. A feed forward neural network MPPT control strategy applied to a modified cuk converter, ISSN 2088-8708. International Journal of Electrical and Computer EngineeringInternational Journal of Electrical and Computer Engineering. 2016;Volume 6 :pp 1421-1433.Abstract
This paper presents an intelligent control strategy that uses a feedforward artificial neural network in order to improve the performance of the MPPT (Maximum Power Point Tracker) MPPT photovoltaic (PV) power system based on a modified Cuk converter. The proposed neural network control (NNC) strategy is designed to produce regulated variable DC output voltage. The mathematical model of Cuk converter and artificial neural network algorithm is derived. Cuk converter has some advantages compared to other type of converters. However the nonlinearity characteristic of the Cuk converter due to the switching technique is difficult to be handled by conventional controller. To overcome this problem, a neural network controller with online learning back propagation algorithm is developed. The NNC designed tracked the converter voltage output and improve the dynamic performance regardless load disturbances and supply variations. The proposed controller effectiveness during dynamic transient response is then analyze and verified using MATLAB-Simulink. Simulation results confirm the excellent performance of the proposed NNC technique for the studied PV system. 
Makhloufi MT, Abdessemed Y, Khireddine MS. A Feed forward Neural Network MPPT Control Strategy Applied to a Modified Cuk Converter. International Journal of Electrical & Computer Engineering (2088-8708)International Journal of Electrical & Computer Engineering (2088-8708). 2016;6.
Djeffal EA, Djeffal L, Benoumelaz F. Finding a strict feasible dual solution of a convex optimization problem. Afrika MatematikaAfrika Matematika. 2016;27 :13-21.
Djeffal EA, Djeffal L, Benoumelaz F. Finding a strict feasible dual solution of a convex optimization problem. Afrika MatematikaAfrika Matematika. 2016;27 :13-21.
Djeffal EA, Djeffal L, Benoumelaz F. Finding a strict feasible dual solution of a convex optimization problem. Afrika MatematikaAfrika Matematika. 2016;27 :13-21.
Boulghobra N, DRIDI H. Fine resolution imagery and GIS for investigating the morphological characteristics, and migration rate of barchan dunes in the Erg Sidi Moussa dunefield near In-Salah (Algeria). Geographia TechnicaGeographia Technica. 2016;11 :14-21.
Boulghobra N, DRIDI H. Fine resolution imagery and GIS for investigating the morphological characteristics, and migration rate of barchan dunes in the Erg Sidi Moussa dunefield near In-Salah (Algeria). Geographia TechnicaGeographia Technica. 2016;11 :14-21.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Loucif L, Gacemi-Kirane D, Cherak Z, Chamlal N, Grainat N, Rolain J-M. First report of German cockroaches (Blattella germanica) as reservoirs of CTX-M-15 extended-spectrum-β-lactamase-and OXA-48 carbapenemase-producing Enterobacteriaceae in Batna University Hospital, Algeria. Antimicrobial agents and chemotherapyAntimicrobial Agents and Chemotherapy. 2016;60 :6377-6380.
Djaballah Y, Amer AS, Uğur Ş, Uğur G, Belgacem-Bouzida A. First-Principles Calculations and Thermodynamic Assessment of the Li-Rh and Tl-Tm Systems. 2016.
Djaballah Y, Amer AS, Uğur Ş, Uğur G, Belgacem-Bouzida A. First-Principles Calculations and Thermodynamic Assessment of the Li-Rh and Tl-Tm Systems. 2016.
Djaballah Y, Amer AS, Uğur Ş, Uğur G, Belgacem-Bouzida A. First-Principles Calculations and Thermodynamic Assessment of the Li-Rh and Tl-Tm Systems. 2016.

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