A Tailor-Made Development For Time Domain Data Series Pre-Processing In The Power Industry

Signal Processing and Information Technology(2011)

引用 0|浏览0
暂无评分
摘要
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.
更多
查看译文
关键词
energy production technology,chemical process,control strategy decision,graphical user interface development,data value,tailor-made development,time domain data series,power industry,signal processing theory,data time series,data loading,time scale signal,accuracy knowledge,data visualisation,energy production,statistical analysis,graphical user interfaces,time domain,graphic user interface,development environment,signal processing,time series
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要