This paper provides a technique for estimating kinetic parameters (k,
K-s and. S-min) and average diffusivity (If) of Assimilable Organic Ca
rbon (AOC) For biofilm processes used in water treatment. A beach scal
e column containing glass beads operated in the recycle mode was used
as a steady-state bioreactor and fed either synthetic or ozonated natu
ral water. The error-in-variables algorithm was employed for parameter
estimation. The jackknife technique was used to obtain confidence int
ervals for the parameters. The estimates for k, S-min and D were in th
e expected range of values, Estimated K-s values were higher than expe
cted, but tended to support parameter estimates obtained from a previo
us pilot scale study.