On-line Estimation And Adaptive Control Of Bioreactors (process Measurement And Control, 1)
by G. Bastin /
1990 / English / PDF
5.2 MB Download
This book deals with monitoring and control of biotechnological
processes. Different methods are proposed which are based on the
nonlinear structure of the process and do not require any a priori
knowledge of the fermentation parameters. The theoretical stability
and convergence properties of the proposed algorithms are analysed
and their performances are illustrated by simulation results and,
in many instances, by real life experiments. The concept of
software sensors is introduced; these are algorithms based on the
nonlinear model of the process and designed for on-line estimation
of the biological variables and/or the fermentation parameters. In
order to deal with process nonstationarities and parameter
uncertainties, reference is made to adaptive estimation and control
techniques.
This book deals with monitoring and control of biotechnological
processes. Different methods are proposed which are based on the
nonlinear structure of the process and do not require any a priori
knowledge of the fermentation parameters. The theoretical stability
and convergence properties of the proposed algorithms are analysed
and their performances are illustrated by simulation results and,
in many instances, by real life experiments. The concept of
software sensors is introduced; these are algorithms based on the
nonlinear model of the process and designed for on-line estimation
of the biological variables and/or the fermentation parameters. In
order to deal with process nonstationarities and parameter
uncertainties, reference is made to adaptive estimation and control
techniques.
The book is the result of an intensive joint research effort by the
authors during the last decade. It is intended as a graduate level
text for students of bioengineering as well as a reference text for
scientists and engineers involved in the design and optimization of
bioprocesses.
The book is the result of an intensive joint research effort by the
authors during the last decade. It is intended as a graduate level
text for students of bioengineering as well as a reference text for
scientists and engineers involved in the design and optimization of
bioprocesses.
