Expedited Kinetic Modeling Workflow Leveraging Medium-Throughput Automation

The generation and application of kinetic models are of significant interest to process chemists, as they can enable rationale-driven process development, model-based optimization, and bolster and codify process understanding. However, there is a current critical gap in laboratory automation technologies in the gathering of representative, data-rich kinetic data at reasonable throughput to support the early and broad deployment of kinetic models. The novel ReactAll workstation seeks to close this gap. Herein, an evaluation of this workstation was carried out to investigate its suitability within the context of kinetic modeling activities. As a result, a kinetic model for an acid-catalyzed diethyl acetal deprotection process was developed that unexpectedly supported quinolinium species to be catalytically active.

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Publication Details

Journal
Organic Process Research & Development
Published
2026-02-03
DOI
https://doi.org/10.1021/acs.oprd.5c00373
Primary Topic
Innovative Microfluidic and Catalytic Techniques Innovation
Type
article
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article

Expedited Kinetic Modeling Workflow Leveraging Medium-Throughput Automation

Alonso J. Argüelles, Stefanie Swiecki
Organic Process Research & Development
Innovative Microfluidic and Catalytic Techniques Innovation
article

Expedited Kinetic Modeling Workflow Leveraging Medium-Throughput Automation

Alonso J. Argüelles, Stefanie Swiecki
article en

Abstract

The generation and application of kinetic models are of significant interest to process chemists, as they can enable rationale-driven process development, model-based optimization, and bolster and codify process understanding. However, there is a current critical gap in laboratory automation technologies in the gathering of representative, data-rich kinetic data at reasonable throughput to support the early and broad deployment of kinetic models. The novel ReactAll workstation seeks to close this gap. Herein, an evaluation of this workstation was carried out to investigate its suitability within the context of kinetic modeling activities. As a result, a kinetic model for an acid-catalyzed diethyl acetal deprotection process was developed that unexpectedly supported quinolinium species to be catalytically active.

Organic Process Research & DevelopmentVol. 30(2)
Eli Lilly (United States) (US), University of Michigan (US)
Openalex Percentile: Top 70%
Innovative Microfluidic and Catalytic Techniques Innovation
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