Model-based optimization of a fed-batch bioreactor for mAb production using a hybridoma cell culture

G Maria - Molecules, 2020 - mdpi.com
Production of monoclonal antibodies (mAbs) is a well-known method used to synthesize a
large number of identical antibodies, which are molecules of huge importance in medicine …

Practical data-driven modeling and robust predictive control of mammalian cell fed-batch process

L Dewasme, M Mäkinen, V Chotteau - Computers & Chemical Engineering, 2023 - Elsevier
Even if the performances of bioprocesses can be significantly improved by model-based
control, there often remains a tradeoff between model complexity and control robustness …

Dynamic modeling and parameter estimation of biomethane production from microalgae co-digestion

A Henrotin, AL Hantson, L Dewasme - Bioprocess and Biosystems …, 2023 - Springer
This work proposes a dynamic modeling procedure applied to biomethane production from
microalgae residual co-digestion. A two-stage anaerobic digestion representation is …

Multivariable robust tube-based nonlinear model predictive control of mammalian cell cultures

L Dewasme, M Mäkinen, V Chotteau - Computers & Chemical Engineering, 2024 - Elsevier
In this paper, the application of a robust nonlinear model predictive control (NMPC)
framework to mammalian cell cultures is proposed, dealing with possible large kinetic …

Model-based optimisation of a batch reactor with a coupled bi-enzymatic process for mannitol production

G Maria - Computers & Chemical Engineering, 2020 - Elsevier
Multi-enzymatic reactions are effective alternatives to complex chemical syntheses, using
milder reaction conditions, and generating less waste. One essential engineering problem …

Data-driven inference of bioprocess models: A low-rank matrix approximation approach

GA Pimentel, L Dewasme, AV Wouwer - Journal of Process Control, 2024 - Elsevier
Following the recent advent of Process Analytical Technologies, dataset production has
undergone significant leverage. In this new abundance of data, isolating meaningful …

Model-based optimization of mannitol production by using a sequence of batch reactors for a coupled bi-enzymatic process—A dynamic approach

G Maria, IM Peptănaru - Dynamics, 2021 - mdpi.com
Multi-enzymatic reactions can successfully replace complex chemical syntheses, using
milder reaction conditions, and generating less waste. The present model-based analysis …

Experimental validation of a full-horizon interval observer applied to hybridoma cell cultures

L Dewasme, A Vande Wouwer - International Journal of Control, 2020 - Taylor & Francis
For process optimisation purposes, it is of interest to monitor the concentration of
monoclonal antibody produced by cultures of hybridoma cells. However, the on-line …

[PDF][PDF] Data-driven inference of bioprocess models: A low-rank matrix approximation approach

L Dewasme - Journal of Process Control, 2024 - orbi.umons.ac.be
Following the recent advent of Process Analytical Technologies, dataset production has
undergone significant leverage. In this new abundance of data, isolating meaningful …

Variable selection and parameter estimation of viral amplification in vero cell cultures dedicated to the production of a dengue vaccine

T Abbate, L Dewasme… - Biotechnology …, 2019 - Wiley Online Library
In this study, a dynamic model of a Vero cell culture‐based dengue vaccine production
process is developed. The approach consists in describing the process dynamics as …