基于模型的控制系统设计,用于管理哺乳动物细胞培养中的过程参数,用于生物制药制造
Ayumu Sakaki1, Tetsushi Namatame1, Makoto Nakaya1
1Innovation Center, Marketing Headquarters, Yokogawa Electric Corporation, Tokyo, Japan.
Biotechnology and bioengineering
|November 14, 2023
概括
本研究介绍了用于连续生物制药制造的系统,基于模型的控制策略. 它可以精确控制关键的过程参数,减少手工劳动和推进过程数字化.
科学领域:
- 生物制药制造业 生物制药制造业
- 过程控制 过程控制
- 生物技术是生物技术.
背景情况:
- 持续的生物制药制造需要先进的控制策略,以获得稳健性和灵活性.
- 目前用于哺乳动物细胞培养的控制系统设计通常是低效的,并且依赖于试错.
- 在一个过程中维护关键过程参数.
研究的目的:
- 为持续的上游生物处理开发一种新的,系统的控制方法.
- 为了使控制器参数 (例如,PID) 的机械规范使用过程理解和控制理论.
- 为了减少运营工作量,并促进连续生物过程中的数字化.
主要方法:
- 哺乳动物细胞培养模型与控制理论的整合.
- 系统地确定控制器规格和PID参数.
- 通过对照模拟对 perfusion 中华仓鼠卵巢 (CHO) 细胞培养进行验证.
主要成果:
- 展示了一种用于系统控制器规范的新型控制方法.
- 通过模拟验证了基于模型的控制算法的有效性.
- 展示了消除定性决策和控制设计中的初步实验的潜力.
结论:
- 拟议的基于模型的控制策略提高了生物制药制造业的稳定性和灵活性.
- 这种方法可以减少与持续文化相关的高运营工作量.
- 通过提供系统控制开发工具,促进生物过程的数字化.
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