During the last 20 years, control of wastewater treatment plants has d
eveloped from very simple to advanced computer control methods based o
n on-line measurements. Fortunately, both on-line equipment and comput
er system technology are still developing fast and have become applica
ble at WWTPs. The use of online measurements for real time control is
advantageous at most plants over 15.000 personal equivalent performing
biological nutrient removal. Control strategies have demonstrated the
ir efficiency at several Scandinavian wastewater treatment plants. Exp
erience shows that the applied control strategies are efficient and ro
bust for practical implementation, provide savings in energy and chemi
cal consumption and decreases the nitrogen content in the effluent. Ex
perience from a recirculating BNR plant using the STAR concept for adv
anced real time control is described. The on-line nutrient measurement
s and excitation of the processes through control strategies have impr
oved the process understanding. Control has reduced the consumption of
energy by about 30% and eliminated the need for external carbon addit
ion, as well as improved the effluent quality of total nitrogen from t
he plant The new measurements and data handling methods will make it p
ossible to perform dynamic identification of activity in recirculating
plants (Nielsen et.al., 1994), and hence give information as to which
control strategies improve the biomass activity or favour desired cul
tures of micro-organisms.