Tableting model assessment of porosity and tensile strength using a continuous wet granulation route

Rational Design and Development of a Soluble Mesoporous Carrier for the Solidification of a Preconcentrated Self-Nanoemulsion Formulation

The solidification of self-preconcentrated nanoemulsion without changes in nanodroplet formation gains particular consideration due to the interaction between solidified carriers. This work aimed to develop mannitol mesoporous as a soluble carrier for supersaturated self-nanoemulsion (SSNE) using a design of experiment (DoE) approach. The mesoporous carrier was prepared by a spray-drying technique. The type of templating agent (TA) used to form a porous system, the amount of TA, and solid loading in the spray-drying process were studied. Several characterizations were performed for mannitol mesoporous formation, namely, powder X-ray diffraction, thermal analysis, scanning electron microscopy, and surface area analyzer. Solidification of SSNE incorporated into the mesoporous mannitol was carried out, followed by compaction behavior, flowability, and nanodroplet formation. The results revealed several process parameters for preparing the mesoporous mannitol, notably TA, which gained more significant consideration. Solid loading in the mesoporous preparation system reduced the surface area and pore size and did not affect solid SSNE flowability. The amount of TA increased the pore size and volume dramatically as well as the compactibility and flowability. Ammonium carbonate was the preferable TA for preparing the mesoporous carrier, particularly for the nanodroplet formulation process. In addition, synergistic and antagonistic interactions between factors were also observed. The optimized mesoporous carrier was applied for solidification, and there was no difference between SSNE and solid SSNE in the performance of nanodroplet formation.

Modelling the effect of L/S ratio and granule moisture content on the compaction properties in continuous manufacturing

The pharmaceutical field is currently moving towards continuous manufacturing pursuing reduced waste, consistency, and automation. During continuous manufacturing, it is important to understand how both operating conditions and material properties throughout the process affect the final properties of the product to optimise and control production. In this study of a continuous wet granulation line, the liquid to solid ratio (L/S) and drying times were varied to investigate the effect of the final granule moisture content and the liquid to solid ratio on the properties of the granules during tabletting and the final tensile strength of the tablets. Both variables (L/S and granule moisture) affected the tablet tensile strength with the moisture content having a larger impact. Further analysis using a compaction model, showed that the compactability of the granules was largely unaffected by both L/S and moisture content while the compressibility was influenced by these variables, leading to a difference in the final tablet strength and porosity. The granule porosity was linked to the L/S ratio and used instead for the model fitting. The effect of moisture content and granule porosity was added to the model using a 3d plane relationship between the compressibility constant, the moisture content and porosity of the granules. The tablet tensile strength model, considering the effect of moisture and granule porosity, performed well averaging a root mean squared error across the different conditions of 0.17 MPa.

Model Driven Design for Integrated Twin Screw Granulator and Fluid Bed Dryer via Flowsheet Modelling

This paper presents a flowsheet modelling of an integrated twin screw granulation (TSG) and fluid bed dryer (FBD) process using a Model Driven Design (MDD) approach. The MDD approach is featured by appropriate process models and efficient model calibration workflow to ensure the product quality. The design space exploration is driven by the physics of the process instead of extensive experimental trials. By means of MDD, the mechanistic-based process kernels are first defined for the TSG and FBD processes. With the awareness of the underlying physics, the complementary experiments are carried out with relevance to the kinetic parameters in the defined models. As a result, the experiments are specifically purposeful for model calibration and validation. The L/S ratio (liquid to solid ratio) and inlet air temperature are selected as the Critical Process Parameters (CPPs) in TSG and FBD for model validation, respectively. Global System Analysis (GSA) is further performed to assess the uncertainty of CPPs imposed on the Critical Quality Attributes (CQAs), which provides significant insights to the exploration of the design space considering both TSG and FBD process parameters.