Separation and purification of gas mixtures using pressure swing adsorption (PSA) has increasingly become an economic alternative to energy-intensive methods such as cryogenic distillation. One of the leading applications of PSA technology is air separation. The initial part of the dissertation discusses various issues concerning the different stages of an air separation plant: namely, the air-prepurification unit (APU), air separation unit (ASU) and oxygen/argon separation unit. The APU in an air separation plant is designed to remove impurities such as CO2, water-vapor, and hydrocarbons which can severely hamper the later stages. Different materials such as gamma-alumina and natural and modified zeolites have been surveyed for their ut...