Literature DB >> 34199245

Bioprocess Control: Current Progress and Future Perspectives.

Anurag S Rathore1, Somesh Mishra1, Saxena Nikita1, Priyanka Priyanka1.   

Abstract

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.

Entities:  

Keywords:  automation; bioprocess control; closed loop; control systems; fuzzy logic; neural networks; open loop; process monitoring

Year:  2021        PMID: 34199245     DOI: 10.3390/life11060557

Source DB:  PubMed          Journal:  Life (Basel)        ISSN: 2075-1729


  2 in total

1.  Exploring synthetic biology for the development of a sensor cell line for automated bioprocess control.

Authors:  Nikolas Zeh; Melina Bräuer; Nadja Raab; René Handrick; Kerstin Otte
Journal:  Sci Rep       Date:  2022-02-10       Impact factor: 4.996

2.  Model predictive control for steady-state performance in integrated continuous bioprocesses.

Authors:  Magdalena Pappenreiter; Sebastian Döbele; Gerald Striedner; Alois Jungbauer; Bernhard Sissolak
Journal:  Bioprocess Biosyst Eng       Date:  2022-08-02       Impact factor: 3.434

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.