Operation
"Accurate event tracking is vital towards the proactive identification of performance bottlenecks and to optimize resource management for system upgrades"
WHAT
Performance tracking and asset management
Data-driven improvements of operational performance
Optimization of planning and scheduling for operation/production
Optimization of maintenance strategies
HOW
Pareto analysis of top contributors to performance loss
Pattern recognition and anomaly detection
Explainable AI algorithms
PREVIOUS WORK
Accelerator Fault Tracker - the CERN tool for performance tracking and optimization
Towards explainable ML-driven predictions of RF cavity breakdowns
Monte Carlo predictions of High-Luminosity LHC performance