Hyeongmin Kim - LLM-based Signal Analysis Framework의 복사본

LLM-based Signal Analysis Framework

1. (Future plan) Development of LLM-based PHM Framework

Published in: (Future plan)

Publication Date: (Future plan)

Paper Link : (Future plan)

💡 Simple Summary (Future Objective)

PHM-specialized LLM that can accurately analyze multi-modal signals & verify the health of the system will be studied.

🚨 Main Problem

Abstract

(future plan)

2. (Future plan) Development of KG-RAG-LLM Model for PHMs

Published in: (Future plan)

Publication Date: (Future plan)

Paper Link : (Future plan)

💡 Simple Summary (Future Objective)

PHM models that represent fault-related information as a graph and continuously validate and update it using RAG & LLMs will be developed.

🚨 Main Problem

Abstract

(future plan)

Reference : My papers

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