Data Quality Monitoring Considerations for Implementation in High Performance Raw Signal Processing Real-time Systems with Use in Tokamak Facilities
Authors:
- Andrzej Wojeński,
- Krzysztof Poźniak,
- Paweł Linczuk,
- M. Chernyshova,
- Grzegorz Henryk Kasprowicz,
- Dider Mazon,
- Tomasz Czarski,
- Rafał Krawczyk,
- Michał Gąska,
- Philippe Malard
Abstract
Data quality of the tokamaks diagnostics is often a neglected topic. In literature it is rather rare to find considerations regarding the data quality received from the diagnostic systems’ sensors. The scope of the paper is to provide a discussion regarding systems’ construction and analysis in scope of implementation of data quality monitoring methods for a new generation of diagnostics. Mainly considerations are performed regarding the necessity of DQM (Data Quality Monitoring) implementation, functionality, performance and required system resources. The covered topics are related to basics of system construction including: system layout and construction blocks, data processing stages, signal processing modes, system construction with resource estimation in scope of DQM implementation. Based on the covered points, it is possible to plan the extra resources or specific construction, to provide reliable design with data quality monitoring features. The data quality monitoring aspect is especially important in the modern diagnostics working with a real-time feedback loop. Such approach could be especially interesting for the ITER-like projects, since the quality of the data may directly influence the behavior of the control systems during plasma phenomena. The work is based on experience in design work of various high performance diagnostic systems for plasma physics and high energy physics.
- Record ID
- WUT1108d36d52f9463dbe69377758234130
- Publication categories
- Author
- Journal series
- Journal of Fusion Energy, ISSN 0164-0313, e-ISSN 1572-9591
- Issue year
- 2020
- Pages
- 1-9
- Publication size in sheets
- 0.50
- Keywords in English
- Data quality monitoring; Soft X-ray diagnostics; GEM detector; FPGA; Tokamak
- ASJC Classification
- ;
- DOI
- DOI:10.1007/s10894-020-00243-8 Opening in a new tab
- URL
- https://link.springer.com/article/10.1007/s10894-020-00243-8 Opening in a new tab
- Language
- (en) English
- License
- File
-
- File: 1
- Data Quality Monitoring Considerations for Implementation in High Performance Raw Signal Processing Real-time Systems with Use in Tokamak Facilities, File WUT1108d36d52f9463dbe69377758234130.pdf / 690 KB
- WUT1108d36d52f9463dbe69377758234130.pdf
- publication date: 09-10-2020
- Data Quality Monitoring Considerations for Implementation in High Performance Raw Signal Processing Real-time Systems with Use in Tokamak Facilities, File WUT1108d36d52f9463dbe69377758234130.pdf / 690 KB
-
- Score (nominal)
- 70
- Score source
- journalList
- Score
- = 70.0, 28-01-2022, ArticleFromJournal
- Publication indicators
- = 1; = 1; : 2018 = 0.599; : 2019 (2 years) = 0.636 - 2019 (5 years) =0.516
- Citation count
- 1
- Uniform Resource Identifier
- https://repo.pw.edu.pl/info/article/WUT1108d36d52f9463dbe69377758234130/
- URN
urn:pw-repo:WUT1108d36d52f9463dbe69377758234130
* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or PerishOpening in a new tab system.