The effect of catalyst aggregation on mass transport was simulated. The effect of catalyst aggregation on catalyst utilization was calculated. Catalyst aggregation is beneficial to reduce mass transport channels tortuosity. Catalyst aggregation is benefit for improving catalyst utilization in sometimes.