• DocumentCode
    3321310
  • Title

    A tailor-made development for time domain data series pre-processing in the power industry

  • Author

    Gude, Juan J. ; Vazquez-Seisdedos, Luis ; Martínez, David Diaz

  • Author_Institution
    Dept. of Ind. Technol., Univ. of Deusto, Bilbao, Spain
  • fYear
    2011
  • fDate
    14-17 Dec. 2011
  • Firstpage
    347
  • Lastpage
    353
  • Abstract
    This paper introduces a tailor-made development, supported in Matlab, to handle a set of instrumental observations associated to energy production technologies. Original sequence of values can be obtained by a filtered one and/or by its curve of trends. Accuracy knowledge of its time scale signal is not strictly necessary because instead of applying signal processing theory and methods to a window of data values, the statement is translated into statistic methods applied to a data time series. A Graphical User Interface Development Environment (GUIDE) integrates data loading, filters configuration, visualization facilities to validate filtering and saving data, resulting in a powerful pre-processing tool. This software platform solution will facilitate the application of such techniques as modelling and identification, monitoring chemical processes, building tools for control strategy decisions, and failure diagnosing, among others.
  • Keywords
    data visualisation; electricity supply industry; fault diagnosis; graphical user interfaces; information filtering; power engineering computing; statistical analysis; time series; GUIDE; Matlab; chemical process monitoring; control strategy decisions; data filtering; data loading; data saving; data visualization facility; energy production technology; failure diagnosis; filter configuration; graphical user interface development environment; identification technique; instrumental observations; modelling technique; power industry; software platform; statistic methods; tailor-made development; time domain data series pre-processing; time scale signal; Instruments; Load modeling; Power industry; Thermal loading;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Information Technology (ISSPIT), 2011 IEEE International Symposium on
  • Conference_Location
    Bilbao
  • Print_ISBN
    978-1-4673-0752-9
  • Electronic_ISBN
    978-1-4673-0751-2
  • Type

    conf

  • DOI
    10.1109/ISSPIT.2011.6151586
  • Filename
    6151586