AI System for Green Machine Tool Assessment: Development of a GPT-4-based system that can automatically interpret green design documents, operational logs, and certification criteria, offering intelligent support for sustainability assessment in manufacturing.Smart Recommendations and Optimization Mechanisms: The model will provide tailored energy efficiency improvement suggestions for specific machine tool configurations and conditions, aiding green optimization during early design stages.LLM Applications in Sustainable Engineering: This research will expand the use of large language models into interdisciplinary domains such as energy efficiency, environmental monitoring, and green factory design, laying the groundwork for sustainable industrial AI.

A man wearing a green hard hat and a wrist brace stands beside large industrial machinery in a factory setting. The machinery is primarily blue and consists of metal gears and components. The background shows a corrugated metal wall and other machinery.
A man wearing a green hard hat and a wrist brace stands beside large industrial machinery in a factory setting. The machinery is primarily blue and consists of metal gears and components. The background shows a corrugated metal wall and other machinery.
An industrial engine featuring prominent red and yellow pulleys is set against an outdoor environment. The intricate mechanical components are highlighted through vibrant colors, blending with the natural green backdrop.
An industrial engine featuring prominent red and yellow pulleys is set against an outdoor environment. The intricate mechanical components are highlighted through vibrant colors, blending with the natural green backdrop.
A lawn mower is positioned on a patch of lush, green grass, showcasing the machine's green and black exterior with a red lever on the side.
A lawn mower is positioned on a patch of lush, green grass, showcasing the machine's green and black exterior with a red lever on the side.
A large industrial cylindrical machine wrapped in a turquoise covering is positioned in a spacious factory setting with high ceilings and overhead beams. The machinery has visible gears and is mounted on a sturdy base. Nearby on the floor, there is a blue motor and various pieces of metal equipment scattered around. The industrial environment is well-lit, with natural light coming from the windows above.
A large industrial cylindrical machine wrapped in a turquoise covering is positioned in a spacious factory setting with high ceilings and overhead beams. The machinery has visible gears and is mounted on a sturdy base. Nearby on the floor, there is a blue motor and various pieces of metal equipment scattered around. The industrial environment is well-lit, with natural light coming from the windows above.
A vibrant green sports car is prominently displayed, showcasing its sleek design and aerodynamic features. The car's sharp, angular headlights and distinctive front grille contribute to an aggressive and modern appearance. The glossy surface reflects light, enhancing its vibrant color.
A vibrant green sports car is prominently displayed, showcasing its sleek design and aerodynamic features. The car's sharp, angular headlights and distinctive front grille contribute to an aggressive and modern appearance. The glossy surface reflects light, enhancing its vibrant color.
Data

Building a multimodal knowledge base for sustainability.

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