IDEAS home Printed from https://ideas.repec.org/a/igg/jeoe00/v4y2015i4p29-45.html
   My bibliography  Save this article

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

Author

Listed:
  • Karol Fabisz

    (Poznań University of Economics, Poznań, Poland)

  • Agata Filipowska

    (Poznań University of Economics, Poznań, Poland)

  • Tymoteusz Hossa

    (Poznań University of Economics, Poznań, Poland)

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.

Suggested Citation

  • Karol Fabisz & Agata Filipowska & Tymoteusz Hossa, 2015. "Profiling of Prosumers for the Needs of Electric Energy Demand Estimation in Microgrids," International Journal of Energy Optimization and Engineering (IJEOE), IGI Global, vol. 4(4), pages 29-45, October.
    • Handle: RePEc:igg:jeoe00:v:4:y:2015:i:4:p:29-45
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJEOE.2015100103
    Download Restriction: no
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Eunice Espe & Vidyasagar Potdar & Elizabeth Chang, 2018. "Prosumer Communities and Relationships in Smart Grids: A Literature Review, Evolution and Future Directions," Energies, MDPI, vol. 11(10), pages 1-24, September.
    2. Edyta Ropuszyńska-Surma & Magdalena Węglarz & Janusz Szwabiński, 2018. "Energy prosumers. Profiling the energy microgeneration market in Lower Silesia, Poland," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 28(1), pages 75-94.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:jeoe00:v:4:y:2015:i:4:p:29-45. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.