A Novel Internet-Based Reaction Monitoring, Control and Autonomous Self-Optimization Platform for Chemical Synthesis
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- 作者：Daniel E. Fitzpatrick ; Claudio Battilocchio ; Steven V. Ley
- 刊名：Organic Process Research & Development
- 出版年：2016
- 出版时间：February 19, 2016
- 年：2016
- 卷：20
- 期：2
- 页码：386-394
- 全文大小：645K
- ISSN：1520-586X
文摘
We have developed a modular software system that enables researchers to monitor and control chemical reactions via the Internet, using any device from any location in the world. It facilitates the automation of synthetic procedures and is able to autonomously self-optimize reaction parameters to find the best conditions meeting customizable, multicomponent optimization functions. In this report, we demonstrate its utility as applied to reaction automation to maximize the output from a fixed volume of catalyst. We also showcase its ability to optimize a three-dimensional heterogeneous catalytic reaction and a five-dimensional Appel reaction against various target functions.