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基于Lab颜色空间图像处理的双螺杆湿法制粒停留时间分布测量快速方法的开发

Development of a Rapid Method for Residence Time Distribution Measurement in Twin-Screw Wet Granulation Based on Image Processing with Lab Color Space.

作者信息

Zhao Jie, Tian Geng, Tian Ying, Qu Haibin

机构信息

Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, 866 Yuhangtang Road, Hangzhou 310058, China.

出版信息

Pharmaceutics. 2025 Jul 18;17(7):929. doi: 10.3390/pharmaceutics17070929.

DOI:10.3390/pharmaceutics17070929
PMID:40733136
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12298173/
Abstract

: In the twin-screw wet granulation (TSWG) process, accurate measurement of residence time distribution (RTD) is critical, as it characterizes material transport kinetics and mixing behavior. It plays a critical role in evaluating the homogeneity and stability of the granulation process and optimizing process parameters. It is necessary to overcome the limitations arising from the complex and time-consuming procedures of conventional RTD determination methods. This study proposes a new RTD detection method based on image processing. It uses black dye as a tracer to obtain RTD curve data, and the effects of process parameters such as tracer dosage, screw speed, and feeding rate on the RTD were investigated. The results show that the established method can accurately determine RTD and that the tracer dosage has no significant effect on the detection results. Further analysis revealed that the screw speed is negatively correlated with the mean residence time (MRT). As the speed increases, not only does the MRT shorten, but its distribution also decreases. Similarly, an increase in the feeding rate also leads to a decrease in the MRT and distribution, but it is worth noting that lower feeding rates are beneficial for achieving a state close to mixed flow, while excessively high feeding rates are not conducive to sufficient mixing of materials in the extruder. The RTD detection method provides a reliable parameter basis and theoretical guidance for the in-depth study of the TSWG process and the development of quality control strategies.

摘要

在双螺杆湿法制粒(TSWG)过程中,准确测量停留时间分布(RTD)至关重要,因为它表征了物料传输动力学和混合行为。它在评估制粒过程的均匀性和稳定性以及优化工艺参数方面起着关键作用。有必要克服传统RTD测定方法复杂且耗时的程序所带来的局限性。本研究提出了一种基于图像处理的新型RTD检测方法。它使用黑色染料作为示踪剂来获取RTD曲线数据,并研究了示踪剂用量、螺杆转速和进料速率等工艺参数对RTD的影响。结果表明,所建立的方法能够准确测定RTD,且示踪剂用量对检测结果无显著影响。进一步分析表明,螺杆转速与平均停留时间(MRT)呈负相关。随着转速增加,不仅MRT缩短,其分布也减小。同样,进料速率的增加也会导致MRT及其分布减小,但值得注意的是,较低的进料速率有利于达到接近平推流的状态,而过高的进料速率不利于物料在挤出机中的充分混合。该RTD检测方法为深入研究TSWG过程和制定质量控制策略提供了可靠的参数依据和理论指导。

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