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The mass-exchange equilibrium relation depends on the temperature and pressure. Therefore, there are strong interactions between heat-exchange network and mass-exchange network. A modular framework methodology that combines the commercial sequential process simulator and optimization tools is proposed to perform the energy-induced separation network synthesis. As a case, the synthesis of the chilling train process in ethylene plants is used to illustrate the applicability of the proposed approach.