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Related Concept Videos

Control Systems01:10

Control Systems

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Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
At the heart...
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Digital Twins for Bioprocess Control Strategy Development and Realisation.

Christian Appl1,2, André Moser1, Frank Baganz2

  • 1Faculty of Medical and Life Sciences, Furtwangen University, Villingen-Schwenningen, Germany.

Advances in Biochemical Engineering/Biotechnology
|November 20, 2020
PubMed
Summary
This summary is machine-generated.

Digital Twins offer a powerful method for modeling complex bioprocesses. These innovative tools accelerate the development and optimization of control strategies for bioprocess engineering and bioreactor operations.

Keywords:
BioprocessControl strategy developmentDigital TwinOperator training simulator (OTS)

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Area of Science:

  • Bioprocess Engineering
  • Control Systems
  • Digital Twins

Background:

  • Complex bioprocesses involve intricate biological, chemical, and physical dynamics.
  • Developing effective control strategies is crucial for efficient bioprocess realization and optimization.
  • Traditional methods for control strategy development can be time-consuming and costly.

Purpose of the Study:

  • To outline the requirements for Digital Twins in bioprocess control strategy development.
  • To provide an overview of research utilizing Digital Twins for bioprocess control.
  • To explore the application of Digital Twins in academic education and operator training.

Main Methods:

  • Representing complex bioprocesses using Digital Twins, encompassing kinetics and physical characteristics.
  • Utilizing Digital Twins for the development and implementation of conventional and advanced control strategies.
  • Applying an early-stage Digital Twin for control strategy development in Saccharomyces cerevisiae fed-batch cultivation.

Main Results:

  • Digital Twins are identified as ideal tools for rapid and cost-effective control strategy development.
  • Research projects demonstrate the successful application of Digital Twins in bioprocess control.
  • A case study validates the use of an early-stage Digital Twin for optimizing fed-batch cultivation.

Conclusions:

  • Digital Twins are essential for the development, realization, and optimization of bioprocess control strategies.
  • These models enhance both the design of control systems and the training of personnel.
  • The integration of Digital Twins promises significant advancements in bioprocess engineering.