Force-Controlled Robotic Mechanochemical Synthesis

Published: 08 Oct 2024, Last Modified: 03 Nov 2024AI4Mat-NeurIPS-2024EveryoneRevisionsBibTeXCC BY 4.0
Submission Track: Full Paper
Submission Category: Automated Synthesis
Keywords: mechanochemistry, process control, laboratory automation
TL;DR: We developed robotic mechanochemical synthesis that applies a constant force, improving reproducibility and allowing for better analysis of reaction kinetics.
Abstract: We have successfully demonstrated a mechanochemical synthesis utilizing a robotic powder grinding system capable of applying a precisely controlled and constant mechanical force. Despite its significance, the application of a controllable constant force in macroscale mechanochemical synthesis remains challenging. To address this gap, we compared the reproducibilities of various mechanochemical syntheses among conventional manual grinding, ball milling, and our novel robotic synthesis approach using perovskite materials. Our findings indicated that the robotic approach provided significantly higher reproducibility than conventional methods. This enhanced reproducibility enables the analysis of reaction kinetics. We examined the effects on the reaction kinetics and path by manipulating the compressive stress and the shear stress. Our results revealed that robotic force control could alter the reaction rate and influence the reaction pathway. Consequently, robotic mechanochemical synthesis has potential for elucidating the chemical reaction mechanisms and fostering the discovery of new chemical reactions.
Submission Number: 65
Loading