Issue 12, 2021

Design of dynamic trajectories for efficient and data-rich exploration of flow reaction design spaces

Abstract

Batch and continuous reactors both enable exploration of a chemical design space. The former rely on transient experiments, thus experiencing a wide variety of operating conditions over time, whereas the latter are usually operated at steady state and are representative of only one set of conditions. Operating a continuous reactor under dynamic conditions allows more efficient exploration of the underlying reaction space for extraction of kinetics and optimization of performance. We present a methodology to efficiently explore a design space using a tubular flow reactor installed on an automatic platform (equipped with FTIR and HPLC analysis) operated in a transient regime using sinusoidal variations of the parameters. This data-dense method proves to be quicker with respect to steady-state operations because of the larger amount of information collected during a single experiment. A computational analysis provides a simple criterion for the design of dynamic experiments in order for them to be representative of steady-state conditions. The methodology is applied experimentally to the synthesis of a pharmaceutical intermediate via an esterification reaction in the presence of base. In the experiments, up to three parameters (reaction time, base equivalents, and temperature) are changed simultaneously. Proper design of the trajectories in the design space allows verification of the consistency of the results by exploiting the self-crossings within each trajectory and crossings between different trajectories. The experiments further validate the developed criterion for dynamic operations.

Graphical abstract: Design of dynamic trajectories for efficient and data-rich exploration of flow reaction design spaces

Supplementary files

Article information

Article type
Paper
Submitted
18 Aug. 2021
Accepted
21 Sept. 2021
First published
21 Sept. 2021
This article is Open Access
Creative Commons BY license

React. Chem. Eng., 2021,6, 2306-2314

Design of dynamic trajectories for efficient and data-rich exploration of flow reaction design spaces

F. Florit, A. M. K. Nambiar, C. P. Breen, T. F. Jamison and K. F. Jensen, React. Chem. Eng., 2021, 6, 2306 DOI: 10.1039/D1RE00350J

This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. You can use material from this article in other publications without requesting further permissions from the RSC, provided that the correct acknowledgement is given.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements