Keywords: TNCU2 Biological nutrient removal (BNR) Activated sludge model No. 2d (ASM2d) Ammonia oxidizing bacteria (AOB) Nitrite oxidizing bacteria (NOB) a b s t r a c t In this study, an extended activated sludge model was established to describe the transformation of nitrite ðS NO 2 Þ, nitrate (S NO 3 Þ and other components in TNCU2 process (National Central University of Taiwan No. 2) that consisted of anaerobic, oxic, anoxic, oxic zones in sequence. The significant differences between this extended model and other models were that two-stage nitrification, multi-stage denitrification, and phosphorus removal were taken into account simultaneously. The results indicated that the growth rate constants of X AOB and X NOB were 1.4 and 0.4 d À1 , respectively. Y AOB value was 0.14 and Y NOB value was 0.04. According to model simulation, the heterotrophic microorganism (X H ), phosphorus accumulating organism (X PAO ), X AOB and X NOB concentrations were 1160-1322, 182-226, 21-26 and 13-17 mg l À1 , respectively, in TNCU2 process. X H ; X PAO ; X AOB , and X NOB decreased in the anaerobic tanks because of the lysis reaction. Then X H ; X PAO ; X AOB , and X NOB increased in the aerobic tanks due to aerobic growth. X H ; X PAO ; X AOB , and X NOB increased in quantities by about 5%, 6%, 6% and 4% in the first aerobic tank and decreased in quantities by about 12%, 19%, 20% and 19% in the anoxic tank in which the step feeding influent flowed. The ratio of total nitrifying species to total active biomass was about 3% in each tank.