Digital twins in pharmaceutical and biopharmaceutical manufacturing: a literature review

Y Chen, O Yang, C Sampat, P Bhalode… - Processes, 2020 - mdpi.com
The development and application of emerging technologies of Industry 4.0 enable the
realization of digital twins (DT), which facilitates the transformation of the manufacturing …

Bioprocessing in the digital age: the role of process models

H Narayanan, MF Luna, M von Stosch… - Biotechnology …, 2020 - Wiley Online Library
In this age of technology, the vision of manufacturing industries built of smart factories is not
a farfetched future. As a prerequisite for Industry 4.0, industrial sectors are moving towards …

A review on the modernization of pharmaceutical development and manufacturing–Trends, perspectives, and the role of mathematical modeling

F Destro, M Barolo - International Journal of Pharmaceutics, 2022 - Elsevier
Recently, the pharmaceutical industry has been facing several challenges associated to the
use of outdated development and manufacturing technologies. The return on investment on …

[HTML][HTML] Process analytical technologies–advances in bioprocess integration and future perspectives

G Gerzon, Y Sheng, M Kirkitadze - Journal of pharmaceutical and …, 2022 - Elsevier
Abstract Process Analytical Technology (PAT) instruments include analyzers capable of
measuring physical and chemical process parameters and key attributes with the goal of …

Modern sensor tools and techniques for monitoring, controlling, and improving cell culture processes

SJ Reyes, Y Durocher, PL Pham, O Henry - Processes, 2022 - mdpi.com
The growing biopharmaceutical industry has reached a level of maturity that allows for the
monitoring of numerous key variables for both process characterization and outcome …

Towards smart biomanufacturing: a perspective on recent developments in industrial measurement and monitoring technologies for bio-based production processes

CL Gargalo, I Udugama, K Pontius… - Journal of Industrial …, 2020 - academic.oup.com
The biomanufacturing industry has now the opportunity to upgrade its production processes
to be in harmony with the latest industrial revolution. Technology creates capabilities that …

[HTML][HTML] Automation and artificial intelligence in filamentous fungi-based bioprocesses: A review

S Wainaina, MJ Taherzadeh - Bioresource Technology, 2023 - Elsevier
By utilizing their powerful metabolic versatility, filamentous fungi can be utilized in
bioprocesses aimed at achieving circular economy. With the current digital transformation …

Process analytical technologies and data analytics for the manufacture of monoclonal antibodies

MK Maruthamuthu, SR Rudge, AM Ardekani… - Trends in …, 2020 - cell.com
Process analytical technology (PAT) for the manufacture of monoclonal antibodies (mAbs) is
defined by an integrated set of advanced and automated methods that analyze the …

Digital Twin in biomanufacturing: Challenges and opportunities towards its implementation

IA Udugama, PC Lopez, CL Gargalo, X Li… - Systems Microbiology …, 2021 - Springer
The domain of industrial biomanufacturing is enthusiastically embracing the concept of
Digital Twin, owing to its promises of increased process efficiency and resource utilisation …

Challenges in the development of soft sensors for bioprocesses: A critical review

V Brunner, M Siegl, D Geier, T Becker - Frontiers in bioengineering …, 2021 - frontiersin.org
Among the greatest challenges in soft sensor development for bioprocesses are variable
process lengths, multiple process phases, and erroneous model inputs due to sensor faults …