Integration of LLMs in various industrial fields
| Reference | Field | LLM integration |
|---|---|---|
| Figliè et al. (2024) | Decision Support | Chatbot prototype using GPT-4 for simplifying decision-making in I5.0 applications |
| Wang et al. (2024c) | Robotics/Navigation | LLM-based vision and language cobot navigation for human-centric smart manufacturing |
| Xia et al. (2024) | Information Retrieval/Code Generation | Error-assisted fine-tuning method for integrating manufacturing knowledge into LLMs |
| Lee and Su (2023) | Knowledge Management | Unified industrial large knowledge model (ILKM) framework for Industry 4.0 and smart manufacturing |
| Zhou et al. (2024) | Quality Control | CausalKGPT for quality defects reasoning in aerospace manufacturing |
| Fan et al. (2024) | Robotics/Tool Path Planning | LLM application for understanding human language commands and designing tool paths |
| Freire et al. (2024) | Knowledge Sharing | LLM-based system for efficient information retrieval and knowledge sharing among operators |
| Reference | Field | LLM integration |
|---|---|---|
| Decision Support | Chatbot prototype using GPT-4 for simplifying decision-making in I5.0 applications | |
| Robotics/Navigation | LLM-based vision and language cobot navigation for human-centric smart manufacturing | |
| Information Retrieval/Code Generation | Error-assisted fine-tuning method for integrating manufacturing knowledge into LLMs | |
| Knowledge Management | Unified industrial large knowledge model (ILKM) framework for Industry 4.0 and smart manufacturing | |
| Quality Control | CausalKGPT for quality defects reasoning in aerospace manufacturing | |
| Robotics/Tool Path Planning | LLM application for understanding human language commands and designing tool paths | |
| Knowledge Sharing | LLM-based system for efficient information retrieval and knowledge sharing among operators |