• PAC–AS system shows better COD removal efficiencies in the long-term operation.
• PAC facilitates the removal of hydrophobic matter and metabolic acidic products.
• PAC shows bioaugmentation through enhancing biomass, sludge settleability and SOUR.
• PAC enhances microbial ability but does not change microbial community structures.