Departure time choices in the morning commute with a mixed distribution of capacity

•A mixed distribution of capacity in the bottleneck model is considered.•Additional equilibrium departure patterns against the literature have been identified and examined.•How the mean travel cost and the mean of total travel time may vary with the capacity degradation has been analyzed.•The mean travel cost would be underestimated if the capacity degradation range is ignored.