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ESS Control System ...
ESS Control System Data Lab - Executive Summary
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- Runeson, Per (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
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- Andersson, Per (author)
- Lund University,Lunds universitet,Institutionen för elektro- och informationsteknik,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Electrical and Information Technology,Departments at LTH,Faculty of Engineering, LTH,GoalArt AB
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- Hall, Anna (author)
- Big Science Sweden
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- Larsson, Jan Eric (author)
- Lund University,Lunds universitet,Integrerade elektroniksystem,Forskargrupper vid Lunds universitet,Integrated Electronic Systems,Lund University Research Groups,GoalArt AB
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- Rathsman, Karin (author)
- European Spallation Source ESS AB
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- Söderberg, Emma (author)
- Lund University,Lunds universitet,Institutionen för datavetenskap,Institutioner vid LTH,Lunds Tekniska Högskola,Department of Computer Science,Departments at LTH,Faculty of Engineering, LTH
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(creator_code:org_t)
- 2021
- English 2 s.
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Series: Technical report, 1404-1200
- Related links:
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https://portal.resea... (primary) (free)
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Abstract
Subject headings
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- Driven by the idea to use alarm data to explore machine learning across Industry 4.0 applications, the goal of this pilot study was to explore how to collect, store, manage and share data from the ESS Control System. Generally, we seek to make any control system data available for research and innovation but started with alarms as a feasible domain in which to explore machine learning. The goals were threefold, each explored in a work package:1. How to govern a data ecosystem, and which tools are needed to support it?2. How can alarm data be interpreted across industrial contexts, i.e., which meta dataand reference models are needed?3. How can data sharing be practically and legally handled at ESS?In summary, we identify a set of potential alleys for continued work to foster industrial innovation and collaboration in a control system data ecosystem with ESS as a catalyst.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Information Systems (hsv//eng)
Publication and Content Type
- rap (subject category)
- vet (subject category)
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