Engineering equipment is usually oversized to account for input uncertainties.

Probabilistic framework was employed to compare CO₂ capture retrofit scenarios.

Effect of uncertainties on process performance and equipment design was evaluated.

Most probable efficiency penalties were 9.5 and 11.5% points for CaL and MEA retrofits.

Lower limit state was found crucial in design of the CO₂ capture systems.