Keywords: Adsorption machines; Absorption machines; Desiccant cooling; Solar refrigerators; Solar cooling; AfricaAdSR, adsorption refrigerator; ANN, artificial neural network; COP, coefficient of performance; ID, inner diameter; NGO, non-governmental organisation;