DocumentCode
2133400
Title
Introducing a new voltage time series approach for electrical power grid analysis
Author
Maass, H. ; Çakmak, H.K. ; Suess, W. ; Quinte, A. ; Jakob, W. ; Müller, E. ; Boehm, K. ; Stucky, K.U. ; Kuehnapfel, U.
Author_Institution
IAI, Karlsruhe Inst. of Technol., Karlsruhe, Germany
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
890
Lastpage
895
Abstract
Today´s power systems are changing rapidly in their functionality and dynamics. Advanced system state acquisition methods are required for a more sophisticated power grid control. Several challenges arise from this topic, and must be tackled in a highly interdisciplinary research area. At KIT we have constituted such an interdisciplinary team at SimLab Energy, which investigates new power grid analysis from a simulation-oriented perspective. Using the new concept we evaluate distributed voltage time series instead of recording phasor information only. In this article we describe the methods used for our approach. Combining new voltage scope units, new data mining methods, and large-scale database concepts with smart meter active power data we introduce a first step towards a more comprehensive energy grid system status framework.
Keywords
data mining; power meters; power system simulation; power system state estimation; smart power grids; time series; SimLab energy; advanced system state acquisition methods; data mining methods; distributed voltage time series approach; electrical power grid analysis; energy grid system status framework; large-scale database; phasor information; power grid control; power systems; smart meter active power data; voltage scope units; Data models; Object oriented modeling; Power grids; Software; Solid modeling; Synchronization; Time series analysis; Power system analysis computing; power system simulation; smart grids;
fLanguage
English
Publisher
ieee
Conference_Titel
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location
Florence
Print_ISBN
978-1-4673-1453-4
Type
conf
DOI
10.1109/EnergyCon.2012.6348277
Filename
6348277
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