Model-based design of experiments for parameter precision: State of the art

G Franceschini, S Macchietto - Chemical Engineering Science, 2008 - Elsevier
Due to the wide use and key importance of mathematical models in process engineering,
experiment design is becoming an essential tool for the rapid building and validation of …

Control of fermenters–a review

K Yamuna Rani, VS Ramachandra Rao - Bioprocess Engineering, 1999 - Springer
Fermenter control has been an active area of research and has attracted more attention in
recent years. This is due to the new developments in other related areas which can be …

Parameter estimation in biochemical pathways: a comparison of global optimization methods

CG Moles, P Mendes, JR Banga - Genome research, 2003 - genome.cshlp.org
Here we address the problem of parameter estimation (inverse problem) of nonlinear
dynamic biochemical pathways. This problem is stated as a nonlinear programming (NLP) …

A hybrid approach for efficient and robust parameter estimation in biochemical pathways

M Rodriguez-Fernandez, P Mendes, JR Banga - Biosystems, 2006 - Elsevier
Developing suitable dynamic models of biochemical pathways is a key issue in Systems
Biology. Predictive models for cells or whole organisms could ultimately lead to model …

Dynamic optimization of bioprocesses: Efficient and robust numerical strategies

JR Banga, E Balsa-Canto, CG Moles, AA Alonso - Journal of biotechnology, 2005 - Elsevier
The dynamic optimization (open loop optimal control) of non-linear bioprocesses is
considered in this contribution. These processes can be described by sets of non-linear …

Optimal adaptive control of (bio) chemical reactors: past, present and future

IY Smets, JE Claes, EJ November, GP Bastin… - Journal of process …, 2004 - Elsevier
In this paper an overview of optimal adaptive control of (bio) chemical reactors is presented.
Following the paradigm of the Minimum Principle of Pontryagin the derivation of optimal …

Deterministic global optimization in nonlinear optimal control problems

WR Esposito, CA Floudas - Journal of global optimization, 2000 - Springer
The accurate solution of optimal control problems is crucial in many areas of engineering
and applied science. For systems which are described by a nonlinear set of differential …

Dynamic optimization of nonlinear processes with an enhanced scatter search method

JA Egea, E Balsa-Canto, MSG García… - Industrial & …, 2009 - ACS Publications
An enhanced scatter search method for the global dynamic optimization of nonlinear
processes using the control vector parametrization (CVP) approach is presented. Sharing …

Nonlinear model predictive control of fed-batch fermentations using dynamic flux balance models

L Chang, X Liu, MA Henson - Journal of Process Control, 2016 - Elsevier
Fed-batch fermentation is an important production technology in the biochemical industry.
Using fed-batch Saccharomyces cerevisiae fermentation as a prototypical example, we …

Dynamic optimization of chemical and biochemical processes using restricted second-order information

E Balsa-Canto, JR Banga, AA Alonso… - Computers & Chemical …, 2001 - Elsevier
The extension of a recently developed method for the dynamic optimization of chemical and
biochemical processes is presented. This method is based on the control vector …