1. Laboratory of energy, environment and information systems, Department of Material Sciences, University of Ahmed Draia, Adrar, Algeria
2. Renewable Energy Research Unit in Saharan Area (URERMS), Renewable Energy Development Center (CDER), Adrar, Algeria