Exploring MDSplus data‐acquisition and analysis software with JupyterLab
- 1. MIT Plasma Science and Fusion Center (United States)
Description
MDSplus is a software tool dedicated to data acquisition, storage and analysis used for complex scientific experiments. MDSplus has been used for data managment for fusion experiments for years, and this paper will demonstrate it can be used for a wide variety of systems as well. We will show how to set up a very simple experiment, manage data retrieval, storage and consumption using MDSplus and Python. A custom device is used as the data provider. This device is an open-source electronics platform hardware that consists of a microcomputer and sensors. It will be able to read inputs from the sensors and the data collected will then be stored in the MDSplus tree structure for future analysis and processing. JupyterLab is used as the interactive development environment. It allows for code development, notebooks and data visualization. In it, our MDSplus device will be defined, executed and the results will then be visualized and explored.
Additional details
Identifiers
Publishing Information
- Imprint Title
- 12th IAEA Technical Meeting on Control, Data Acquisition and Remote Participation for Fusion Research (CODAC 2019). Report of Abstracts
- Imprint Pagination
- 101 p.
- Journal Page Range
- p. 38
- Report number
- INIS-XA--22M0676
Conference
- Title
- 12. IAEA Technical Meeting on Control, Data Acquisition and Remote Participation for Fusion Research
- Acronym
- CODAC 2019
- Dates
- 13-17 May 2019
- Place
- Daejeon (Korea, Republic of)
INIS
- Country of Publication
- International Atomic Energy Agency (IAEA)
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53080001
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING; S47: OTHER INSTRUMENTATION;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- COMPUTER CODES; COMPUTERIZED SIMULATION; DATA ACQUISITION; DATA VISUALIZATION; MICROCOMPUTERS; PYTHON; SENSORS
- Descriptors DEC
- COMPUTERS; DATA ANALYSIS; DATA PROCESSING; DIGITAL COMPUTERS; PROCESSING; PROGRAMMING LANGUAGES; SIMULATION