Related Experiment Video
Updated: Mar 3, 2026

Author Spotlight: Process Development for the Spray-Drying of Probiotic Bacteria and Evaluation of the Product Quality
Published on: April 7, 2023
Optimization of critical quality attributes in continuous twin-screw wet granulation via design space validated with
Huolong Liu1, S C Galbraith1, Brendon Ricart2
1Department of Chemical Engineering, University of Massachusetts Lowell, 1 University Avenue, Lowell, MA 01854, United States.
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.
Related Concept Videos
Formulation and Manufacturing Process: Physical Attributes of Generic Tablets and Capsules
In Vitro Drug Dissolution: Compendial Testing Models II
In Vitro Drug Dissolution: Compendial Testing Models I
Factors Influencing Drug Absorption: Pharmaceutical Parameters
Drug Dissolution: Requirements and Profile Comparison

