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Bioprocess Control: Current Progress and Future Perspectives

Typical bioprocess comprises of different unit operations wherein a near optimal environment is required for cells to grow, divide, and synthesize the desired product. However, bioprocess control caters to unique challenges that arise due to non-linearity, variability, and complexity of biotech proc...

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Detalles Bibliográficos
Autores principales: Rathore, Anurag S., Mishra, Somesh, Nikita, Saxena, Priyanka, Priyanka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8231968/
https://www.ncbi.nlm.nih.gov/pubmed/34199245
http://dx.doi.org/10.3390/life11060557
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author Rathore, Anurag S.
Mishra, Somesh
Nikita, Saxena
Priyanka, Priyanka
author_facet Rathore, Anurag S.
Mishra, Somesh
Nikita, Saxena
Priyanka, Priyanka
author_sort Rathore, Anurag S.
collection PubMed
description Typical bioprocess comprises of different unit operations wherein a near optimal environment is required for cells to grow, divide, and synthesize the desired product. However, bioprocess control caters to unique challenges that arise due to non-linearity, variability, and complexity of biotech processes. This article presents a review of modern control strategies employed in bioprocessing. Conventional control strategies (open loop, closed loop) along with modern control schemes such as fuzzy logic, model predictive control, adaptive control and neural network-based control are illustrated, and their effectiveness is highlighted. Furthermore, it is elucidated that bioprocess control is more than just automation, and includes aspects such as system architecture, software applications, hardware, and interfaces, all of which are optimized and compiled as per demand. This needs to be accomplished while keeping process requirement, production cost, market value of product, regulatory constraints, and data acquisition requirements in our purview. This article aims to offer an overview of the current best practices in bioprocess control, monitoring, and automation.
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spelling pubmed-82319682021-06-26 Bioprocess Control: Current Progress and Future Perspectives Rathore, Anurag S. Mishra, Somesh Nikita, Saxena Priyanka, Priyanka Life (Basel) Review Typical bioprocess comprises of different unit operations wherein a near optimal environment is required for cells to grow, divide, and synthesize the desired product. However, bioprocess control caters to unique challenges that arise due to non-linearity, variability, and complexity of biotech processes. This article presents a review of modern control strategies employed in bioprocessing. Conventional control strategies (open loop, closed loop) along with modern control schemes such as fuzzy logic, model predictive control, adaptive control and neural network-based control are illustrated, and their effectiveness is highlighted. Furthermore, it is elucidated that bioprocess control is more than just automation, and includes aspects such as system architecture, software applications, hardware, and interfaces, all of which are optimized and compiled as per demand. This needs to be accomplished while keeping process requirement, production cost, market value of product, regulatory constraints, and data acquisition requirements in our purview. This article aims to offer an overview of the current best practices in bioprocess control, monitoring, and automation. MDPI 2021-06-13 /pmc/articles/PMC8231968/ /pubmed/34199245 http://dx.doi.org/10.3390/life11060557 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Rathore, Anurag S.
Mishra, Somesh
Nikita, Saxena
Priyanka, Priyanka
Bioprocess Control: Current Progress and Future Perspectives
title Bioprocess Control: Current Progress and Future Perspectives
title_full Bioprocess Control: Current Progress and Future Perspectives
title_fullStr Bioprocess Control: Current Progress and Future Perspectives
title_full_unstemmed Bioprocess Control: Current Progress and Future Perspectives
title_short Bioprocess Control: Current Progress and Future Perspectives
title_sort bioprocess control: current progress and future perspectives
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8231968/
https://www.ncbi.nlm.nih.gov/pubmed/34199245
http://dx.doi.org/10.3390/life11060557
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