Autonomous closed-loop photochemical reaction optimization for the synthesis of various angiotensin II receptor blocker molecules

Abstract

Optimization is gaining huge attention in industries like pharmaceuticals, fine chemicals, and petrochemicals to maximize reaction yield, minimize waste, and improve process efficiency. Optimization is keeping pace with variations in multiple reaction conditions and sustaining a shift from laboratories to industries. Herein, we report an integrated continuous flow reactor platform with Bayesian optimization (BO)-assisted reaction optimization that can autonomously explore the optimal conditions for photochemical bromination reactions of biologically active sartan intermediates. Further, the controlled optimized parameter is extended towards the efficient solar light utility for bromination reactions, and the reaction is achieved in a residence time of 32 sec with an excellent space–time yield of 7 kg L−1 h−1. The individual photobromination and nucleophilic substitution steps for sartan intermediate synthesis smoothly transitioned from the mg h−1 to kg h−1 production. In addition, autonomously explored bromination conditions are integrated with continuous flow tools for synthesizing, extracting, and purifying the angiotensin II receptor blocker intermediate within only 7.2 min.

Graphical abstract: Autonomous closed-loop photochemical reaction optimization for the synthesis of various angiotensin II receptor blocker molecules

Supplementary files

Article information

Article type
Paper
Submitted
14 Mar 2024
Accepted
05 Jun 2024
First published
06 Jun 2024

React. Chem. Eng., 2024, Advance Article

Autonomous closed-loop photochemical reaction optimization for the synthesis of various angiotensin II receptor blocker molecules

D. Aand, A. Rana, A. Mottafegh, D. P. Kim and A. K. Singh, React. Chem. Eng., 2024, Advance Article , DOI: 10.1039/D4RE00138A

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements