Profiling of Prosumers for the Needs of Electric Energy Demand Estimation in Microgrids

Karol Fabisz , Agata Filipowska , Tymoteusz Hossa

Abstract

Nowadays, a lot of attention regarding smart grids' development is devoted to delivery of methods for estimation of the energy demand taking into account the behavior of network participants (being single prosumers or groups of prosumers). These methods take an advantage from an analysis of the ex-post data on energy consumption, usually with no additional data about profiles of prosumers. The goal of this paper is to present and validate a method for an energy demand forecasting based on profiling of prosumers that enables estimation of the energy demand for every user stereotype, every hour, every day of the year and even for every device. The paper presents possible scenarios on how the proposed approach can be used for the benefit of the microgrid.
Author Karol Fabisz (UEP)
Karol Fabisz,,
- Poznań University of Economics and Business
, Agata Filipowska (WIiGE / KIE)
Agata Filipowska,,
- Department of Information Systems
, Tymoteusz Hossa (PUEB)
Tymoteusz Hossa,,
- Poznań University of Economics and Business
Journal seriesInternational Journal of Energy Optimization and Engineering, ISSN 2160-9500, e-ISSN 2160-9543, (0 pkt)
Issue year2015
Vol4
No4
Pages29-45
Publication size in sheets0.8
Keywords in English microgrid, prosumer, profiling, prosumer’s behavior, energy demand estimation
DOIDOI:10.4018/IJEOE.2015100103
Languageen angielski
Score (nominal)5
Score sourcejournalList
ScoreMinisterial score = 0.0, 19-12-2019, ArticleFromJournal
Ministerial score (2013-2016) = 5.0, 19-12-2019, ArticleFromJournal
Publication indicators WoS Citations = 2
Citation count*1 (2019-02-08)
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* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.
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