Engineering Research Center for Structured Organic Particulate Systems, Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA.
Int J Pharm. 2012 Nov 15;438(1-2):307-26. doi: 10.1016/j.ijpharm.2012.09.009. Epub 2012 Sep 14.
A novel manufacturing strategy based on continuous processing integrated with online monitoring tools coupled with efficient automatic feedback control system is highly desired for efficient Quality by Design (QbD) based manufacturing of the next generation of pharmaceutical products with optimal consumption of time, space and resources. In this manuscript, an efficient plant-wide control strategy for an integrated continuous pharmaceutical tablet manufacturing process via roller compaction has been designed in silico. The designed control system consists of five cascade control loops and three single control loops resulting in 42 controller tuning parameters. An effective controller parameter tuning strategy involving an ITAE method coupled with an optimization strategy has been proposed and the designed control system has been implemented in a first principle model-based flowsheet that was simulated in gPROMS (Process System Enterprise). The advanced techniques (e.g. anti-windup) have been employed to improve the performance of the control system. The ability of the control system to reject the unknown disturbances as well as to track the set point has been analyzed. Results demonstrated enhanced performance of critical quality attributes (CQAs) under closed-loop control compared to open-loop operation thus illustrating the potential of closed-loop feedback control in improving pharmaceutical manufacturing operations.
一种基于连续处理的新型制造策略,结合在线监测工具和高效的自动反馈控制系统,是高效基于设计质量(QbD)的下一代制药产品制造的理想选择,可实现时间、空间和资源的最佳利用。在本文中,通过辊压法设计了一种用于集成连续制药片剂制造过程的全厂控制策略。所设计的控制系统由五个串级控制回路和三个单回路组成,产生 42 个控制器整定参数。提出了一种有效的控制器参数整定策略,涉及 ITAE 方法和优化策略,所设计的控制系统已在基于第一原理的基于模型的流程图中实施,并在 gPROMS(过程系统企业)中进行了模拟。采用了先进的技术(例如抗积分饱和)来提高控制系统的性能。分析了控制系统对未知干扰的拒绝能力以及对设定点的跟踪能力。结果表明,与开环操作相比,闭环控制下关键质量属性(CQAs)的性能得到了提高,从而说明了闭环反馈控制在改善制药生产操作方面的潜力。