An adaptive controller for activated sludge processes is introduced. The co
ntrol objective is to keep, in the presence of input constraints, the conce
ntration of the biomass proportional to the influent flow rate, where a pre
specified small tracking error of size lambda is tolerated. This is achieve
d by the so called lambda -tracker which is simple in its design, relies on
ly on structural properties of the process and weak feasibility properties,
and does not invoke any estimation or identification mechanism or probing
signals. lambda -Tracking is proved for a model of an activated sludge proc
ess with unknown reaction kinetics and including unknown time-varying proce
ss parameters. It is illustrated by simulations that the lambda -tracker wo
rks successfully, and even under practical circumstances which go beyond wh
at we can prove mathematically, it can cope with 'white noise' corrupting t
he measurement and periodically acting disturbances.