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URN: urn:nbn:de:swb:90-520345
Originalveröffentlichung
DOI: 10.1186/s13634-015-0203-4
Scopus
Zitationen: 16
Web of Science
Zitationen: 4

Data processing of high-rate low-voltage distribution grid recordings for smart grid monitoring and analysis

Maaß, H.; Cakmak, H.K.; Bach, F.; Mikut, R.; Harrabi, A.; Süß, W.; Jakob, W.; Stucky, K.-U.; Kühnapfel, U.G.; Hagenmeyer, V.

Abstract:
Power networks will change from a rigid hierarchic architecture to dynamic interconnected smart grids. In traditional power grids, the frequency is the controlled quantity to maintain supply and load power balance. Thereby, high rotating mass inertia ensures for stability. In the future, system stability will have to rely more on real-time measurements and sophisticated control, especially when integrating fluctuating renewable power sources or high-load consumers like electrical vehicles to the low-voltage distribution grid.
In the present contribution, we describe a data processing network for the in-house developed low-voltage, high-rate measurement devices called electrical data recorder (EDR). These capture units are capable of sending the full high-rate acquisition data for permanent storage in a large-scale database. The EDR network is specifically designed to serve for reliable and secured transport of large data, live performance monitoring, and deep data mining. We integrate dedicated different interfaces for statistical evaluation, big data queries, comparative analysis, and data integrity tests in order to provide a wid ... mehr


Zugehörige Institution(en) am KIT Institut für Angewandte Informatik (IAI)
Publikationstyp Zeitschriftenaufsatz
Jahr 2015
Sprache Englisch
Identifikator ISSN: 1687-6172
KITopen ID: 1000052034
HGF-Programm 37.06.01; LK 01
Erschienen in Eurasip Journal on Advances in Signal Processing
Band 2015
Heft 1
Seiten 1-21
Bemerkung zur Veröffentlichung Gefördert durch den KIT-Publikationsfonds
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