An oxygen production process of VSA type from a flow of air, implementing at least one group of at least 3 adsorbers installed in parallel and following the same VSA cycle comprising, in succession, a phase of adsorption at the high pressure of the cycle, a phase of desorption at pressures lower than the high pressure of the cycle, a phase of repressurization of the adsorber to the high pressure of the cycle, wherein, periodically or exceptionally:
- a) at least one adsorber of the group of adsorbers is isolated so as to no longer follow the pressure cycle, wherein at most a third of the adsorbers of a group is isolated,
- b) the adsorbent contained in the adsorber isolated in the step a) is regenerated by raising the temperature, and
- c) the adsorber regenerated in the step b) is re-incorporated in the group of adsorbers so as to once again follow the pressure cycle.