Integrating FRACAS and FMECA with Natural Language Processing (NLP): An AI-Assisted Approach to Reliability Analysis
An algorithm is developed that automates and streamlines the analysis of equipment field-failure reports and other unstructured maintenance records and reduces the resource-intensive manual work required to prepare, interpret, and process FRACAS reports, thus enabling timelier, data-driven equipment reliability analysis.