生物制造
生物过程
生物反应器
自动化
工艺工程
生化工程
生物量(生态学)
基质(水族馆)
计算机科学
生产力
新兴技术
环境科学
制造工程
风险分析(工程)
生物技术
业务
工程类
化学
生物
机械工程
生态学
人工智能
有机化学
经济
宏观经济学
化学工程
标识
DOI:10.1016/j.copbio.2021.08.006
摘要
Precise control over bioreactor operation is desired for optimal productivity and product quality, and there is an increased drive to automation in biomanufacturing. All of these goals require sensors, not only of the basic parameters of temperature, pH, and dissolved oxygen, but of the biomass and substrate concentrations, which directly determine the outcome of the bioprocess. While there are many innovative sensing concepts for biomass and substrate concentrations, this review focuses on sensors that are in-line with the bioreactor, providing data continuously without the removal of sample from the system. The discussion emphasizes the requirements of industry for these sensors, including performance, ease of use, and cost. As the bioeconomy grows, advances in sensing technologies will be needed to achieve the automation of the future for a wider array of bioreactors.
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