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Modeling of power consumption in a small microgrids

Authors
Radziszewska, Weronika (Systems Reserach Institute PAS)
Search for Weronika Radziszewska in Research Programmes Information System
Nahorski, Zbigniew (Systems Reserach Institute PAS)
Search for Zbigniew Nahorski in Research Programmes Information System
Chapter Smart Grids
Volume Proceedings of the 28th Conference on Environmental Informatics - Informatics for Environmental Protection, Sustainable Development and Risk Management
Conference EnviroInfo 2014 - ICT for Energy Effieciency
Oldenburg, 2014
Year 2014
Abstract of the Article
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.
Pages 381 - 388
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