A Master of Science thesis in Engineering Systems Management by El-Cheikh Amer Kais Kaiss entitled, “Optimizing the Cleaning Frequency of Solar Photovoltaic (PV) systems Using Numerical Analysis”, submitted in November 2021. Thesis advisor is Dr. Noha Hussein. Soft copy is available (Thesis, Completion Certificate, Approval Signatures, and AUS Archives Consent Form).