A novel model is developed to simulate ABR performance with a variation of HRT.
Biomass retention factor is introduced into the IWA ADM1.
Liquid–gas transfer is integrated into the biochemistry process derived from ADM1.
The model provides a holistic insight into the anaerobic process in ABRs.