[1] Univ Adrar, Fac Mat Sci Math & Comp Sci, Dept Matter Sci, Adrar, Algeria
[2] Adrar Univ, Fac Mat Sci Math & Comp Sci, Lab Energy Environm & Informat Syst LEEIS, Dept Mat Sci, Adrar, Algeria
[3] Adrar Univ, Fac Sci & Technol, Dept Hydrocarbons & Renewable Energies, Lab Catalyt Mat & Ind Proc LMPCI, Adrar, Algeria
[4] Renewable Energy Dev Ctr, Res Unit Renewable Energies Saharan Medium, RURESM, REDC, Adrar, Algeria