2 papers
cs.DB2025
From Documents to Database: Failure Modes for Industrial Assets
Duygu Kabakci-Zorlu, Fabio Lorenzi, John Sheehan +2
We propose an interactive system using foundation models and user-provided technical documents to generate Failure Mode and Effects Analyses (FMEA) for industrial equipment. Our sy…
cs.CL2024
FMEA Builder: Expert Guided Text Generation for Equipment Maintenance
Karol Lynch, Fabio Lorenzi, John Sheehan +2
Foundation models show great promise for generative tasks in many domains. Here we discuss the use of foundation models to generate structured documents related to critical assets.…