Towards Predictive Maintenance for the Optical Synchronisation System at the European XFEL

DASHH Doctoral Researcher: Arne Grünhagen

Supervisors: Prof. Annika Eichler (DESY, TUHH), Prof. Marina Tropmann-Frick (HAW), Prof. Görschwin Fey (TUHH)

The main goal of the project is the development of a predictive maintenance module for the optical synchronization system installed at the accelerator. This module should provide a system monitoring and a predictive component allowing to detect critical events and faults. The goal is to handle the huge amount of dynamic data by providing efficient storage and compression techniques for long-term data storage and retrieval. Interactive visualization and analytic techniques are expected to provide deep insights into the system.