Optimizing Continuous Feeding of Poorly Flowing Excipients: Impact of Batch-To-Batch Variability and Process Design

Understanding batch-to-batch variation of excipients and correlating this to process performance is a key concept of Quality-by-Design for pharmaceutical product development. In this study, the effect of batch-to-batch variation in material properties of milled lactose monohydrate on continuous feeding is investigated. The small particle size and poor flow properties of the milled lactose grades make consistent feeding challenging. The impact of material properties on feeding performance is evaluated by testing three different grades of lactose monohydrate in three volumetric feeding set-ups. Furthermore, nine batches of the same lactose grade are selected from a total of 435 batches to test the effect of batch-to-batch variability on the feed factor. The nine batches are tested in three feeder set-ups, with different screw configurations and rotational speed. The batch-to-batch variation of the feed factor is compared to the intra-batch variability, which is obtained by measuring the feed factor of the same lactose batch multiple times. The effect of batch-to-batch variation on the measured feed factor is dependent on the feeder set-up. In an optimized set-up, different batches of lactose monohydrate can be fed with high consistency, showing little variation in feed factor. In a more challenging feeder set-up, however, the inter-batch variability of the feed factor is larger than the intra-batch variability. This indicates that batch-to-batch variation does affect the consistency of the feeding process. It is found that a combination of process set-up and excipient consistency determines the variability of a feeding process. By optimizing the feeder configuration and minimizing batch-to-batch variability, different batches of a poorly flowing excipient can be fed with high consistency.

Authors

Institutions

Publication Details

Journal
Journal of Pharmaceutical Innovation
Published
2025-02-21
DOI
https://doi.org/10.1007/s12247-025-09927-0
Primary Topic
Mineral Processing and Grinding
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing Continuous Feeding of Poorly Flowing Excipients: Impact of Batch-To-Batch Variability and Process Design

Sara Fathollahi, Maarten Jaspers, Bastiaan H.J. Dickhoff, Fabian Starsich
Journal of Pharmaceutical Innovation
Mineral Processing and Grinding
article

Optimizing Continuous Feeding of Poorly Flowing Excipients: Impact of Batch-To-Batch Variability and Process Design

Sara Fathollahi, Maarten Jaspers, Bastiaan H.J. Dickhoff, Fabian Starsich
article en

Abstract

Understanding batch-to-batch variation of excipients and correlating this to process performance is a key concept of Quality-by-Design for pharmaceutical product development. In this study, the effect of batch-to-batch variation in material properties of milled lactose monohydrate on continuous feeding is investigated. The small particle size and poor flow properties of the milled lactose grades make consistent feeding challenging. The impact of material properties on feeding performance is evaluated by testing three different grades of lactose monohydrate in three volumetric feeding set-ups. Furthermore, nine batches of the same lactose grade are selected from a total of 435 batches to test the effect of batch-to-batch variability on the feed factor. The nine batches are tested in three feeder set-ups, with different screw configurations and rotational speed. The batch-to-batch variation of the feed factor is compared to the intra-batch variability, which is obtained by measuring the feed factor of the same lactose batch multiple times. The effect of batch-to-batch variation on the measured feed factor is dependent on the feeder set-up. In an optimized set-up, different batches of lactose monohydrate can be fed with high consistency, showing little variation in feed factor. In a more challenging feeder set-up, however, the inter-batch variability of the feed factor is larger than the intra-batch variability. This indicates that batch-to-batch variation does affect the consistency of the feeding process. It is found that a combination of process set-up and excipient consistency determines the variability of a feeding process. By optimizing the feeder configuration and minimizing batch-to-batch variability, different batches of a poorly flowing excipient can be fed with high consistency.

Journal of Pharmaceutical InnovationVol. 20(2)
Beiersdorf (Germany) (DE)
Zero hunger
Openalex Percentile: Top 96%
Mineral Processing and Grinding
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.