Sheng Wang

KG-MAFMEA: A Knowledge Graph-Driven Multi-Agent Framework for Failure Mode and Effects Analysis

Failure mode and effects analysis (FMEA) is widely used for proactive reliability and safety analysis, but conventional FMEA knowledge is usually stored in tabular documents, making causal dependencies difficult to retrieve, reason over, and reuse. Although large language models (LLMs) provide strong natural language u...