The document discusses the development of mathematical models for carbon dioxide absorption from sour natural gas using methyl-diethanol amine (MDEA). The models, validated against data from the Nigerian Agip Oil Company's gas treatment plant, demonstrated high accuracy, with a maximum deviation of 0.44% in CO2 concentration predictions. Results indicated that absorption rates increase with higher sour gas flow rates and solvent concentration.