Keyword: data-analysis
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THPV036 Laser Driver State Estimation Oriented Data Governance experiment, laser, database, data-management 942
  • J. Luo, L. Li, Z. Ni, X. Zhou
    CAEP, Sichuan, People’s Republic of China
  Laser driver state estimation is an important task dur-ing the operation process for the high-power laser facility, by utilizing measured data to analyze experiment results and laser driver performances. It involves complicated data processing jobs, including data extraction, data cleaning, data fusion, data visualization and so on. Data governance aims to improve the efficiency and quality of data analysis for laser driver state estimation, which fo-cuses on 4 aspects ’ data specification, data cleaning, data exchange, and data integration. The achievements of data governance contribute to not only laser driver state estimation, but also other experimental data analy-sis applications.  
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About • Received ※ 10 October 2021       Revised ※ 24 October 2021       Accepted ※ 21 November 2021       Issue date ※ 22 February 2022
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