An approach for fuzzy modeling and decision is presented based upon fu
zzy logic inference. Modeling and decision making for process control
in a real-world activated sludge process were studied. The modeling wo
rk for the process is based upon some historical on-line measurable an
d off-line sampling data from the process, and process operational exp
erience. Some calculated data for the modeling resulted from estimatio
n of the developed model. The method of estimation is also briefly int
roduced in this article. Performance of the fuzzy strategies or fuzzy
decisions has been tested by comparing some results of fuzzy decision
against results of simulation on dynamic mathematical models for the s
ame process. The test results are satisfactory. (C) 1998 Elsevier Scie
nce B.V.