Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller

Glucose concentration control of a bioreactor is not a trivial task due to high process variability, measurement noise and long measurement intervals. Nevertheless, NMPC proved successful in achieving closed loop fixed set-point control in the presence of these common bioprocess operation attributes.