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
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;
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
DOI :
10.1109/ISSPIT.2011.6151586