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Towards pro-social load balancing in energy communities

Published: 17 November 2021 Publication History

Abstract

Having emerged as a new paradigm to re-structure energy systems around citizens, energy communities have quickly gained the attention of researchers worldwide. Nevertheless, a significant challenge is the lack of datasets and tools to support research developments at scale. As such, this paper presents the PRO-social energy Community SIMulator, an open-source project to support the development and evaluation of pro-social energy management schemes in energy communities.

References

[1]
Nathan A. Brooks, Simon T. Powers, and James M. Borg. 2020. A Mechanism to Promote Social Behaviour in Household Load Balancing. In ALIFE 2020: The 2020 Conference on Artificial Life. MIT Press, 95--103.
[2]
N. Buneeva and A. Reinhardt. 2017. AMBAL: Realistic load signature generation for load disaggregation performance evaluation. In 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm). 443--448.
[3]
Gabriella Dóci, Eleftheria Vasileiadou, and Arthur C. Petersen. 2015. Exploring the transition potential of renewable energy communities. Futures 66 (Feb. 2015), 85--95.
[4]
Hussain Kazmi, Íngrid Munné-Collado, Fahad Mehmood, Tahir Abbas Syed, and Johan Driesen. 2021. Towards Data-Driven Energy Communities: A Review of Open-Source Datasets, Models and Tools. Renewable and Sustainable Energy Reviews 148 (Sept. 2021), 111290.

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Published In

cover image ACM Conferences
BuildSys '21: Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
November 2021
388 pages
ISBN:9781450391146
DOI:10.1145/3486611
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 17 November 2021

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Author Tags

  1. agent-based
  2. energy communities
  3. load balancing
  4. pro-social
  5. renewable energy
  6. simulation

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  • Poster

Funding Sources

  • Fundação Ciência e Tecnologia
  • Fundação Ciência e Tecnologia

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BuildSys '21
Sponsor:

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BuildSys '21 Paper Acceptance Rate 28 of 107 submissions, 26%;
Overall Acceptance Rate 148 of 500 submissions, 30%

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