Konferenzbeitrag
Modeling of power consumption in a small microgrids
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Dokumententyp
Text/Conference Paper
Datum
2014
Autor:innen
Zeitschriftentitel
ISSN der Zeitschrift
Bandtitel
Quelle
Proceedings of the 28th Conference on Environmental Informatics - Informatics for Environmental Protection, Sustainable Development and Risk Management
Smart Grids
Verlag
BIS-Verlag
Zusammenfassung
Development of energy management systems and models of power grids are popular topics of
many research projects. Unfortunately, quite often the behavioral tests with load data are not
present. It is due to the difficulty of representing and collecting data about the power usage. To
obtain such data it is required to deeply analyze operation lifecycle of certain devices and
information about statistics of human behavior, as well as the patterns of people actions. Although
many devices time profiles have been published, they lack characterization of variability of
behavior and uncertainty. The paper presents some alternative ways to model power usage:
probability profiles, rules and a mix of them. The purpose is to create a simulator for testing
performance of energy management systems in a small microgrid.