On line control coupled with an expert system was constructed for the contr
ol of a fed-batch culture with the aim of achieving a high fell density. Du
ring the cultivation, the expert system could monitor the extents of suffic
iencies in the amounts of chemical elements in the medium every 10 min, and
suggest a modification to the feeding control policy if the amount of a pa
rticular component was inadequate for cell growth. However, we often encoun
ter such a kind of cultivations in which some particular carbon source such
as glucose and ethanol should be controlled at low concentration in many c
ulture processes, because the excess feeding might cause the growth inhibit
ion by its own accumulation in the culture broth, or the biproduct accumula
tion like as lactate or acetate, unsuitable substances for smoothed growth.
In this study, we developed an online control system based on production r
ules which managed the glucose feed rate from DO signal. The online control
was carried our by the control computer connected with the other computer
for expert system, because a relatively long time (several minutes) was nee
ded for the inference of the expert system and the influence of the starvat
ion of carbon source on the cell growth is not negligible even in several m
inutes. The on-line control system with expert system was applied to the pr
oduction of cell mass of E, coli W3110 and the final cell concentration rea
ched 137 g-dry cell weight/l.