ESS Data Lab

Project: Research

Description

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.
StatusFinished
Effective start/end date2020/02/012021/01/31

Collaborative partners

Participants

Related research output

Per Runeson, Thomas Olsson & Johan Linåker, 2021 Sep 2, (Accepted/In press) In: Journal of Systems and Software.

Research output: Contribution to journalArticle

Per Runeson, Per Andersson, Anna Hall, Jan Eric Larsson, Karin Rathsman & Emma Söderberg, 2021 Feb 19, Lunds Universitet/Lunds Tekniska Högskola. 2 p. (Technical report; no. 105)

Research output: Book/ReportReport

Per Andersson, Jan Eric Larsson & Karin Rathsman, 2021 Jan 25, Lunds Universitet/Lunds Tekniska Högskola. (Technical report; no. 107)

Research output: Book/ReportReport

View all (4)