A practical approach to energy scheduling: a game worth playing?

Matthias Pilz, Jean-Christophe Nebel, Luluwah Al-Fagih

    Research output: Contribution to conferencePaperpeer-review

    Abstract

    Demand-side management (DSM) schemes have widely been analysed in the context of the future smart grid. Often they are based on game-theoretic approaches to schedule the electricity consumption of its participants such that it results in small peak-to-average ratios of the aggregated load. In order to guarantee high comfort levels for the consumer, we investigate a DSM scheme on the basis of individually owned energy storage systems. In addition to an advanced battery model, the scheme includes local renewable energy generation and forecasting errors. Starting from an existing discrete time dynamic game between the households of a neighbourhood, we propose two refinements. Statistical analysis of long term simulations show the benefits of the novel approach. Based on the improved scheduling technique, we discuss the added value of the dynamic game in comparison to a scenario without interaction between the households and conclude whether it is worth implementing such a DSM scheme.
    Original languageEnglish
    DOIs
    Publication statusPublished - Oct 2018
    Event2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) - Sarajevo, Bosnia-Herzegovina
    Duration: 21 Oct 201825 Oct 2018

    Conference

    Conference2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
    Period21/10/1825/10/18

    Bibliographical note

    Note: Published in: 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). Piscataway, NJ : IEEE. ISBN 9781538645062.

    Organising Body: The Institute of Electrical and Electronics Engineers

    Keywords

    • Computer science and informatics

    Fingerprint

    Dive into the research topics of 'A practical approach to energy scheduling: a game worth playing?'. Together they form a unique fingerprint.
    • A practical approach to energy scheduling: a game worth playing?

      Pilz, M., Nebel, J. C. & Ai-Fagih, L., Oct 2018, Published in: 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). Piscataway, NJ : IEEE. ISBN 9781538645062. Organising Body: The Institute of Electrical and Electronics Engineers Organising Body: The Institute of Electrical and Electronics Engineers.

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Cite this