An LLM-Assisted Multi-Agent Control Framework for Roll-to-Roll Manufacturing Systems

This article presents a research paper on using Large Language Models (LLMs) to improve the control of roll-to-roll manufacturing systems. The focus is on a multi-agent control framework, suggesting a distributed approach to managing the complex processes involved. The use of LLMs implies an attempt to leverage their capabilities for decision-making, optimization, or process understanding within the manufacturing environment. The source being ArXiv indicates this is a preliminary or pre-print publication, suggesting the work is recent and potentially undergoing peer review.