Foundation Models for Process Monitoring in Vibration-Assisted Drilling

The project investigates foundation models for process monitoring in vibration-assisted drilling and compares them with classical machine-learning models. Students will review open-source models, evaluate data formats for process data, benchmark models, and investigate fine-tuning strategies and their effects on accuracy and robustness.