ESS Data Lab

The purpose of this project within the program for Control System Machine Learning (CSML) at ESS is to drive development in AI and machine learning to the benefit of society through large-scale research facilities. An ML system is however never better than the data it is trained on, which is why we want to focus on alarm data management at ESS as a first application. The aim of this pilot study is to explore how to collect, store, manage and share data from the ESS integrated control system to make it available for research and innovation.