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Impacts of Electricity Consumers’ Unit Commitment on Low Voltage Networks

Schäuble, Johannes; Jochem, Patrick; Fichtner, Wolf


Todays electricity consumer tend to become small businesses as they invest in their own decentralized electricity generation and stationary electricity storage as well as in information technology (IT) to connect and organize these new devices. Furthermore, the installed IT allows them at least technically to establish local markets. The variety of consumers and their characteristics implies numerous ways of how they optimize their individual unit commitment. This paper aims to analyze the impact of the individual consumers decisions on a future electricity demand and feed-in on low voltage network level. Therefore, in a first step the different unit commitment problems of the different small businesses have been modeled using linear programming (LP). In a second step these consumers are modeled as learning agents of a multi-agent system (MAS). The MAS comprises a local electricity market in which participants negotiate supply relationships. Finally, using scenarios with different input parameters the resulting impact is studied in detail. Amongst others, the simulations’ results show major changes in electricity demand and feed-in for scenarios with high market penetration of storages.

Postprint §
DOI: 10.5445/IR/1000052526
Veröffentlicht am 24.08.2018
DOI: 10.1007/978-3-319-28697-6_76
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Industriebetriebslehre und Industrielle Produktion (IIP)
Karlsruhe Service Research Institute (KSRI)
Publikationstyp Proceedingsbeitrag
Publikationsjahr 2016
Sprache Englisch
Identifikator ISBN: 978-3-319-28695-2
ISSN: 0721-5924
KITopen-ID: 1000052526
Erschienen in Operations Research Proceedings 2014 : Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), RWTH Aachen University, Germany, September 2-5, 2014. Ed.: M. Lübbecke
Auflage 1
Verlag Springer
Seiten 545-551
Serie Operations Research Proceedings
Vorab online veröffentlicht am 21.02.2016
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