Carbon nanomaterials such as graphene and its derivatives can be used for membrane applications due to its scalable area and one-atom-thickness, if pores or channels can be well-engineered. Particularly, graphene oxide (GO), a highly oxidized graphene sheet, shows promising membrane building block for gas separation as well as liquid separation. Due to its various polar groups, GO-based membranes also show good candidate for CO2 separation. In this regard, we tried to prepare large-scale GO-based, thin-film composite membrane for post-combustion CO2 capture, and also fabricated membrane modules (e.g., spiral wound membrane or plate-and-frame modules) to apply for real flue gas separation. In this study, the separation performance of two kinds of membrane modules will be compared in terms of gas permeance, selectivity, and pressure drop.