In this paper, the control problem of a distributed parameter system is dev
eloped. The process considered is a fixed bed reactor in which drinkable wa
ter is treated. Micro-organisms fixed in the reactor absorb the harmful com
ponents in such a way that their concentrations decrease in the outflowing
water. The addition of a carbon source is needed in this operation. The com
plexity of the control problem is due to the distributed and nonlinear natu
re of the model having time varying biological parameters. In drinkable wat
er the harmful components are supposed to be nitrates, nitrites and ethanol
supplied in the reactor inlet. The main contribution of this paper consist
s of designing a multi-input/multi-output (MIMO) sliding mode control of th
e distributed parameter biofilter. Two approaches are developed: early lump
ing and late lumping sliding control. In both cases, not only are the harmf
ul component concentrations controlled but moreover the addition of the car
bon source is determined in such a way that the quality of water fulfils in
ternational standards, The performances of the two approaches are compared
and illustrated by means of simulations. (C) 2001 Elsevier Science Inc. All
rights reserved.