Ping Lou

Progressive Fine-Tuning and Adaptive Dual-Path Evidence Augmentation Framework for Industrial Equipment Maintenance

Industrial equipment-maintenance knowledge is scattered across technical manuals, historical work orders, and field experience. Rapidly retrieving these heterogeneous sources and generating accurate guidance are essential to reducing downtime losses and ensuring operational safet...