학술논문

Metadata Framework for Assisting Experimental Planning and Evaluation at Wendelstein 7-X
Document Type
Periodical
Source
IEEE Transactions on Plasma Science IEEE Trans. Plasma Sci. Plasma Science, IEEE Transactions on. 48(6):1409-1414 Jun, 2020
Subject
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
Metadata
Tools
Planning
Physics
Data mining
Organizations
Documentation
Data management
data navigation
experiment evaluation
metadata
software framework
Wendelstein 7-X
Language
ISSN
0093-3813
1939-9375
Abstract
Complex experiments such as the stellarator Wendelstein 7-X demand efficient experimental planning, operation, and data evaluation. To assist the process organization at W7-X, a metadata framework has been implemented. It annotates a physics program with tags describing its intention, main parameters, boundary conditions, and evaluation results. The approach enables relevant metadata to be collected exactly where information is available and to forward it from experimental planning and execution to the related entry in the central W7-X Logbook. In consequence, these metadata offer possibilities for classifying, searching, filtering, and so on, both in the database of the prepared programs and in the logbook of the executed programs. Wherever possible, metadata are generated automatically. Starting from the parameters of the program, the framework allows typical physics or technical quantities or any programmatically extractable information describing the programs intention to be extracted already while editing. During discharge preparation, metadata are retrieved from the related session planning documents and from the actual session environment. Supplementary tags can be added manually from an extendible tag catalog to categorize experimental programs or to provide metadata for not fully integrated diagnostics. All metadata are logged together with status and progress information during execution and are available within the program’s log—where the metadata can be finally completed, for example, to manually qualify the success of the program or by adding programmatically produced metadata using the logbook’s programming interface.