11 - Operations and Sustainment
AI-BASED MAINTENANCE CODE CORRECTION FOR RELIABLE MTBF ANALYSIS
M. Kim¹, S.-H. Jeong¹, I. Lee¹, B. Shim¹; ¹Korea Aerospace Industries, LTD, South Korea
This work improves the reliability of MTBF-based analysis by automatically correcting maintenance codes from free-text records using AI. It reduces human dependency, enforces logical consistency, and enables scalable reliability analysis. The approach is applicable to aviation and other asset-intensive industries relying on structured maintenance data.
DOI: 10.71945/icas2026_0770