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本文引用的文献

1
Statistical analysis and comparison of a continuous high shear granulator with a twin screw granulator: Effect of process parameters on critical granule attributes and granulation mechanisms.连续式高剪切制粒机与双螺杆制粒机的统计分析与比较:工艺参数对关键颗粒属性和制粒机制的影响
Int J Pharm. 2016 Nov 20;513(1-2):357-375. doi: 10.1016/j.ijpharm.2016.09.041. Epub 2016 Sep 12.
2
Continuous melt granulation: Influence of process and formulation parameters upon granule and tablet properties.连续熔融制粒:工艺和配方参数对颗粒及片剂性质的影响。
Eur J Pharm Biopharm. 2016 Oct;107:249-62. doi: 10.1016/j.ejpb.2016.07.021. Epub 2016 Jul 20.
3
Linking granulation performance with residence time and granulation liquid distributions in twin-screw granulation: An experimental investigation.双螺杆制粒中造粒性能与停留时间及造粒液分布的关联:一项实验研究
Eur J Pharm Sci. 2016 Jul 30;90:25-37. doi: 10.1016/j.ejps.2015.12.021. Epub 2015 Dec 18.
4
Impact of microcrystalline cellulose material attributes: a case study on continuous twin screw granulation.微晶纤维素材料属性的影响:以连续双螺杆制粒为例的研究
Int J Pharm. 2015 Jan 30;478(2):705-17. doi: 10.1016/j.ijpharm.2014.11.070. Epub 2014 Dec 3.
5
Two-compartmental population balance modeling of a pulsed spray fluidized bed granulation based on computational fluid dynamics (CFD) analysis.基于计算流体动力学(CFD)分析的脉冲喷雾流化床造粒的双室群体平衡建模。
Int J Pharm. 2014 Nov 20;475(1-2):256-69. doi: 10.1016/j.ijpharm.2014.08.057. Epub 2014 Aug 30.
6
Mixing and transport during pharmaceutical twin-screw wet granulation: experimental analysis via chemical imaging.制药双螺杆湿法制粒过程中的混合与输送:通过化学成像进行实验分析
Eur J Pharm Biopharm. 2014 Jul;87(2):279-89. doi: 10.1016/j.ejpb.2014.04.004. Epub 2014 Apr 23.
7
Population balance modelling and multi-stage optimal control of a pulsed spray fluidized bed granulation.脉冲喷雾流化床造粒的种群平衡建模与多阶段最优控制
Int J Pharm. 2014 Jul 1;468(1-2):223-33. doi: 10.1016/j.ijpharm.2014.04.024. Epub 2014 Apr 13.
8
Using the Box-Behnken experimental design to optimise operating parameters in pulsed spray fluidised bed granulation.采用 Box-Behnken 实验设计优化脉冲喷雾流化床造粒的操作参数。
Int J Pharm. 2013 May 20;448(2):329-38. doi: 10.1016/j.ijpharm.2013.03.057. Epub 2013 Apr 9.
9
Continuous twin screw granulation: influence of process variables on granule and tablet quality.连续双螺杆造粒:工艺变量对颗粒和片剂质量的影响。
Eur J Pharm Biopharm. 2012 Sep;82(1):205-11. doi: 10.1016/j.ejpb.2012.05.010. Epub 2012 Jun 9.
10
Continuous granulation with a twin-screw extruder: impact of material throughput.双螺杆挤出机制粒连续化:物料吞吐量的影响。
Pharm Dev Technol. 2010 Sep-Oct;15(5):518-25. doi: 10.3109/10837450903397578.

通过经中试规模实验数据验证的设计空间对连续双螺杆湿法制粒中的关键质量属性进行优化。

Optimization of critical quality attributes in continuous twin-screw wet granulation via design space validated with pilot scale experimental data.

作者信息

Liu Huolong, Galbraith S C, Ricart Brendon, Stanton Courtney, Smith-Goettler Brandye, Verdi Luke, O'Connor Thomas, Lee Sau, Yoon Seongkyu

机构信息

Department of Chemical Engineering, University of Massachusetts Lowell, 1 University Avenue, Lowell, MA 01854, United States.

Merck & Co., Inc., West Point, PA 19486, United States.

出版信息

Int J Pharm. 2017 Jun 15;525(1):249-263. doi: 10.1016/j.ijpharm.2017.04.055. Epub 2017 Apr 24.

DOI:10.1016/j.ijpharm.2017.04.055
PMID:28450171
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5525546/
Abstract

In this study, the influence of key process variables (screw speed, throughput and liquid to solid (L/S) ratio) of a continuous twin screw wet granulation (TSWG) was investigated using a central composite face-centered (CCF) experimental design method. Regression models were developed to predict the process responses (motor torque, granule residence time), granule properties (size distribution, volume average diameter, yield, relative width, flowability) and tablet properties (tensile strength). The effects of the three key process variables were analyzed via contour and interaction plots. The experimental results have demonstrated that all the process responses, granule properties and tablet properties are influenced by changing the screw speed, throughput and L/S ratio. The TSWG process was optimized to produce granules with specific volume average diameter of 150μm and the yield of 95% based on the developed regression models. A design space (DS) was built based on volume average granule diameter between 90 and 200μm and the granule yield larger than 75% with a failure probability analysis using Monte Carlo simulations. Validation experiments successfully validated the robustness and accuracy of the DS generated using the CCF experimental design in optimizing a continuous TSWG process.

摘要

在本研究中,采用中心复合表面设计(CCF)实验设计方法,研究了连续双螺杆湿法制粒(TSWG)关键工艺变量(螺杆转速、产量和液固比(L/S))的影响。建立了回归模型,以预测工艺响应(电机扭矩、颗粒停留时间)、颗粒特性(粒度分布、体积平均直径、收率、相对宽度、流动性)和片剂特性(拉伸强度)。通过等高线图和交互作用图分析了三个关键工艺变量的影响。实验结果表明,改变螺杆转速、产量和L/S比会影响所有工艺响应、颗粒特性和片剂特性。基于所建立的回归模型,对TSWG工艺进行了优化,以生产特定体积平均直径为150μm且收率为95%的颗粒。利用蒙特卡罗模拟进行失效概率分析,基于体积平均颗粒直径在90至200μm之间且颗粒收率大于75%构建了设计空间(DS)。验证实验成功验证了使用CCF实验设计生成的DS在优化连续TSWG工艺方面的稳健性和准确性。