Supervision of highly non-linear and time variant bioprocesses is of c
onsiderable importance to bioindustries as a means of achieving improv
ed productivity and reduced process variability. Artificial intelligen
ce methodologies, including artificial neural networks and knowledge b
ased systems, can contribute significantly to the achievement of these
objectives. (C) 1997 Elsevier Science B.V.