A process for recovering CO2 contained in a feed gas stream comprising at least 10 ppm NOX, between 10% and 50% by volume of CO2, N2, water, and O2 with a minimum concentration of 0.1 mol %, the NOX comprising NO and NO2, the process comprising the following steps:
- compressing, with the aid of a compression assembly, the feed gas stream,
- then drying, through a drying space, the compressed feed gas stream, so as to obtain a dried gas stream (FGS),
- with the aid of an adsorption treatment unit comprising at least one adsorbent chosen for promoting the oxidation of the NO to NO2, the drying space being part of a dryer located upstream of the treatment unit, treating the dried gas stream coming from the dryer, thus configured to produce a gas stream enriched in CO2.