Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning
Authors
Seongtae Hong*, Joongmin Shin*, Jaehyung Seo, Taemin Lee, Jeongbae Park, Heuiseok Lim
Abstract
StyleDFS proposes structure-aware chunking for high-stakes industrial QA. The framework improves answer quality while meeting on-premise and privacy constraints in real deployment environments.
Key Contribution
Domain-specific RAG framework for scientific and industrial QA; led to two technology transfers.
Architecture
