揭示料批发发酵中特定增长率控制的潜力:弥合产品数量和质量之间的差距
Satya Sai Pavan Allampalli1, Senthilkumar Sivaprakasam2
1BioPAT Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam, 781039, India.
World journal of microbiology & biotechnology
|May 9, 2024
概括
控制工业发酵中的特定增长率 (SGR) 对于可持续的化学生产至关重要. 本研究探讨了挑战,并建议软传感器集成用于实时SGR测量和控制.
科学领域:
- 生物技术和生物化学工程,专注于微生物发酵过程.
背景情况:
- 工业发酵对于可持续的化学品生产至关重要,但控制微生物生长是复杂的.
- 特定生长率 (SGR) 显著影响细胞生理学,产品产量和质量.
- 目前实时SGR测量的局限性阻碍了有效的控制策略.
研究的目的:
- 解决在工业发酵过程中控制特定生长率 (SGR) 的挑战.
- 介绍各种SGR控制策略和软传感器集成的观点.
- 为工业应用提出实用和简单的SGR控制方案.
主要方法:
- 审查SGR控制现有的挑战.
- 探索用于实时SGR估计的软传感器技术.
- 讨论控制算法的机械和数据驱动建模方法.
主要成果:
- 确定了实施SGR控制战略的关键挑战.
- 突出了软传感器在实时SGR监控方面的潜力.
- 提出了适合工业发酵器的实用SGR控制方案.
结论:
- 实时SGR控制对于优化工业发酵和可持续生物处理至关重要.
- 软传感器和先进的控制算法的集成可以提高发酵效率.
- 建议进一步开发结合机械和数据驱动模型的算法.
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