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Micro market based optimisation framework for decentralised management of distributed flexibility assets

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  • Paladin, Andrea
  • Das, Ridoy
  • Wang, Yue
  • Ali, Zunaib
  • Kotter, Richard
  • Putrus, Ghanim
  • Turri, Roberto

Abstract

Continuously changing electricity demand and intermittent renewable energy sources pose challenges to the operation of power systems. An alternative to reinforcing the grid infrastructure is to deploy and manage distributed energy storage systems. In this work, a micro-energy market is proposed for smart domestic energy trading in the low-voltage distribution systems in the context of high penetration of photovoltaic systems and battery energy storage systems. In addition, a micro-balancing market is proposed to address the congestions due to unforeseen energy imbalance. Centralised and decentralised management strategies are simulated in real time, based on generation and demand forecasts. In addition, electric vehicles are also simulated as potential storage solutions to improve grid operation. A techno-economic evaluation informs key stakeholders, in particular grid operators on strategies for a sustainable implementation of the proposed strategies. The results show that the micro-energy market reduces the energy cost for all grid users by 4.1–20.2%, depending on their configuration. In addition, voltage deviation, peak electricity demand and reverse power flow have been reduced by 12.8%, 7.7% and 85.6% respectively, with the proposed management strategies. The micro-balancing market has been demonstrated to keep the voltage profile and thermal characteristic within the set limit in case of contingency.

Suggested Citation

  • Paladin, Andrea & Das, Ridoy & Wang, Yue & Ali, Zunaib & Kotter, Richard & Putrus, Ghanim & Turri, Roberto, 2021. "Micro market based optimisation framework for decentralised management of distributed flexibility assets," Renewable Energy, Elsevier, vol. 163(C), pages 1595-1611.
    • Handle: RePEc:eee:renene:v:163:y:2021:i:c:p:1595-1611
    DOI: 10.1016/j.renene.2020.10.003
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    References listed on IDEAS

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    1. Ning Wang & Weisheng Xu & Zhiyu Xu & Weihui Shao, 2018. "Peer-to-Peer Energy Trading among Microgrids with Multidimensional Willingness," Energies, MDPI, vol. 11(12), pages 1-22, November.
    2. Morshed, Mohammad Javad & Hmida, Jalel Ben & Fekih, Afef, 2018. "A probabilistic multi-objective approach for power flow optimization in hybrid wind-PV-PEV systems," Applied Energy, Elsevier, vol. 211(C), pages 1136-1149.
    3. Moshövel, Janina & Kairies, Kai-Philipp & Magnor, Dirk & Leuthold, Matthias & Bost, Mark & Gährs, Swantje & Szczechowicz, Eva & Cramer, Moritz & Sauer, Dirk Uwe, 2015. "Analysis of the maximal possible grid relief from PV-peak-power impacts by using storage systems for increased self-consumption," Applied Energy, Elsevier, vol. 137(C), pages 567-575.
    4. Lüth, Alexandra & Zepter, Jan Martin & Crespo del Granado, Pedro & Egging, Ruud, 2018. "Local electricity market designs for peer-to-peer trading: The role of battery flexibility," Applied Energy, Elsevier, vol. 229(C), pages 1233-1243.
    5. Zhang, Chenghua & Wu, Jianzhong & Zhou, Yue & Cheng, Meng & Long, Chao, 2018. "Peer-to-Peer energy trading in a Microgrid," Applied Energy, Elsevier, vol. 220(C), pages 1-12.
    6. Long, Chao & Wu, Jianzhong & Zhou, Yue & Jenkins, Nick, 2018. "Peer-to-peer energy sharing through a two-stage aggregated battery control in a community Microgrid," Applied Energy, Elsevier, vol. 226(C), pages 261-276.
    7. Joao C. Ferreira & Ana Lucia Martins, 2018. "Building a Community of Users for Open Market Energy," Energies, MDPI, vol. 11(9), pages 1-21, September.
    8. Pillai, Gobind & Putrus, Ghanim & Pearsall, Nicola & Georgitsioti, Tatiani, 2017. "The effect of distribution network on the annual energy yield and economic performance of residential PV systems under high penetration," Renewable Energy, Elsevier, vol. 108(C), pages 144-155.
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    2. Oprea, Simona-Vasilica & Bâra, Adela & Diaconita, Vlad, 2022. "A motivational local trading framework with 2-round auctioning and settlement rules embedded in smart contracts for a small citizen energy community," Renewable Energy, Elsevier, vol. 193(C), pages 225-239.
    3. Gjorgievski, Vladimir Z. & Cundeva, Snezana & Georghiou, George E., 2021. "Social arrangements, technical designs and impacts of energy communities: A review," Renewable Energy, Elsevier, vol. 169(C), pages 1138-1156.
    4. Dawn Nafus & Eve M. Schooler & Karly Ann Burch, 2021. "Carbon-Responsive Computing: Changing the Nexus between Energy and Computing," Energies, MDPI, vol. 14(21), pages 1-26, October.
    5. Ashraf Zaghwan & Indra Gunawan, 2021. "Energy Loss Impact in Electrical Smart Grid Systems in Australia," Sustainability, MDPI, vol. 13(13), pages 1-34, June.
    6. Heilmann, Jakob & Wensaas, Marthe & Crespo del Granado, Pedro & Hashemipour, Naser, 2022. "Trading algorithms to represent the wholesale market of energy communities in Norway and England," Renewable Energy, Elsevier, vol. 200(C), pages 1426-1437.
    7. Olivier Rebenaque & Carlo Schmitt & Klemens Schumann, 2022. "Trading in local markets: A review of concepts and challenges," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2022(2), pages 25-47.
    8. Frank Pierie & Christian E. J. van Someren & Sandór N. M. Kruse & Gideon A. H. Laugs & René M. J. Benders & Henri C. Moll, 2021. "Local Balancing of the Electricity Grid in a Renewable Municipality; Analyzing the Effectiveness and Cost of Decentralized Load Balancing Looking at Multiple Combinations of Technologies," Energies, MDPI, vol. 14(16), pages 1-35, August.

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