An AI-Driven Training System Architecture for Specialized Operations
Kunyan Li, Shuxuan Yu, Shu Wang, Jiayi Li, Ruopeng Li, Jinwu Wei · 2024
This paper introduces an AI-driven training system architecture tailored for specialized operations within high-complexity industries. Leveraging the advancements in artificial intelligence, particularly large models, the system offers a structured, four-layer architecture encompassing Device, Data, Model, and Application Layers. These layers integrate advanced AI capabilities to simulate real-world environments, deliver personalized training, and optimize performance in critical operations. Experimental results highlight the system's ability to reduce operator response times, improve success rates, and enhance operational safety and efficiency. This research presents a transformative approach to training personnel, aiming to elevate the safety and effectiveness of industrial operations.