A New Framework for the Analysis of Large Scale Multi-Rate Power Data
Çakmak, Hüseyin
; Maass, Heiko
; Bach, Felix; Kühnapfel, Uwe
; Maass, Heiko
; Bach, Felix; Kühnapfel, Uwe
Abstract:
A new framework for the analysis of large scale, multi-rate power data is introduced. The system comprises high rate power grid data acquisition devices, software modules for big data management and large scale time series analysis. The power grid modeling and simulation modules enable to run power flow simulations. Visualization methods support data exploration for captured, simulated and analyzed energy data. A remote software control module for the proposed tools is provided.
| Zugehörige Institution(en) am KIT | Institut für Angewandte Informatik (IAI) Scientific Computing Center (SCC) Universität Karlsruhe (TH) – Zentrale Einrichtungen (Zentrale Einrichtungen) |
| Publikationstyp | Forschungsbericht/Preprint |
| Publikationsjahr | 2014 |
| Sprache | Englisch |
| Identifikator | ISSN: 2194-1629 urn:nbn:de:swb:90-423694 KITopen-ID: 1000042369 |
| HGF-Programm | 46.05.01 (POF II, LK 01) SimLab Energy |
| Verlag | Karlsruher Institut für Technologie (KIT) |
| Umfang | 42 S. |
| Serie | KIT Scientific Working Papers ; 21 |
| Schlagwörter | Power grid; Energy data recording; Time series data |
| Nachgewiesen in | OpenAlex |
| Globale Ziele für nachhaltige Entwicklung |