Industry 6.0: New Generation of Industry driven by Generative AI and Swarm of Heterogeneous Robots
This paper presents the concept of Industry 6.0, introducing the world's first fully automated production system that autonomously handles the entire product design and manufacturing process based on user-provided natural language descriptions. By leveraging generative AI, the system automates...
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Zusammenfassung: | This paper presents the concept of Industry 6.0, introducing the world's
first fully automated production system that autonomously handles the entire
product design and manufacturing process based on user-provided natural
language descriptions. By leveraging generative AI, the system automates
critical aspects of production, including product blueprint design, component
manufacturing, logistics, and assembly. A heterogeneous swarm of robots, each
equipped with individual AI through integration with Large Language Models
(LLMs), orchestrates the production process. The robotic system includes
manipulator arms, delivery drones, and 3D printers capable of generating
assembly blueprints. The system was evaluated using commercial and open-source
LLMs, functioning through APIs and local deployment. A user study demonstrated
that the system reduces the average production time to 119.10 minutes,
significantly outperforming a team of expert human developers, who averaged
528.64 minutes (an improvement factor of 4.4). Furthermore, in the product
blueprinting stage, the system surpassed human CAD operators by an
unprecedented factor of 47, completing the task in 0.5 minutes compared to 23.5
minutes. This breakthrough represents a major leap towards fully autonomous
manufacturing. |
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DOI: | 10.48550/arxiv.2409.10106 |