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Simulation Analysis of a Double Auction-Based Local Energy Market in Socio-Economic Context

Author

Listed:
  • Steven Beattie

    (Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, China)

  • Wai-Kin (Victor) Chan

    (Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, China)

  • Zixuan Wei

    (Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, China)

  • Zhibin Zhu

    (Tsinghua-Berkeley Shenzhen Institute, Shenzhen 518055, China)

Abstract

Local energy markets (LEMs) use online platforms and smart grid technologies to incentivize and coordinate a local supply of spatially-distributed renewable energy resources, which may not be directly controllable by power system operators. Socio-economic values are increasingly noted as prominent motivations for expected LEM users, but socio-economic aspects of user decision-making or market outcomes are not considered in current LEM mechanism design analyses. Here, agent-based simulation is used to analyze expected socio-economic outcomes from LEM operation under a double-sided auction with uniform pricing. The environment is modeled as a virtual LEM platform, operating independently from the underlying power grid. Socio-economic market inputs are produced by income-preference heterogeneous agents, and market outcomes are evaluated by two key socio-economic metrics: energy affordability, and market access. When LEM prices are not restricted to a common range considered by all agents (e.g., between external retail market prices), access disparities may arise; LEM price restriction addresses consumer disparities, but energy affordability gaps are expected to remain. The magnitude of affordability gaps is notably reduced, and bill assistance programs may eliminate remaining gaps, but a mechanism that efficiently realizes socio-economic standards for energy affordability may also reduce expected LEM operation costs. Remaining research gaps are noted, and LEM support for equitable and sustainable energy infrastructure is emphasized.

Suggested Citation

  • Steven Beattie & Wai-Kin (Victor) Chan & Zixuan Wei & Zhibin Zhu, 2022. "Simulation Analysis of a Double Auction-Based Local Energy Market in Socio-Economic Context," Sustainability, MDPI, vol. 14(13), pages 1-25, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:7642-:d:845609
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    References listed on IDEAS

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    1. Ecker, Franz & Spada, Hans & Hahnel, Ulf J.J., 2018. "Independence without control: Autarky outperforms autonomy benefits in the adoption of private energy storage systems," Energy Policy, Elsevier, vol. 122(C), pages 214-228.
    2. Elena Georgarakis & Thomas Bauwens & Anne-Marie Pronk & Tarek AlSkaif, 2021. "Keep it green, simple and socially fair: a choice experiment on prosumers' preferences for peer to peer electricity trading in the Netherlands," Papers 2109.02452, arXiv.org.
    3. Erev, Ido & Roth, Alvin E, 1998. "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria," American Economic Review, American Economic Association, vol. 88(4), pages 848-881, September.
    4. James Nicolaisen & Valentin Petrov & Leigh Tesfatsion, 2000. "Market Power and Efficiency in a Computational Electricity Market with Discriminatory Double-Auction Pricing," Computational Economics 0004005, University Library of Munich, Germany.
    5. Sovacool, Benjamin K. & Dworkin, Michael H., 2015. "Energy justice: Conceptual insights and practical applications," Applied Energy, Elsevier, vol. 142(C), pages 435-444.
    6. Yael Parag & Benjamin K. Sovacool, 2016. "Electricity market design for the prosumer era," Nature Energy, Nature, vol. 1(4), pages 1-6, April.
    7. Ableitner, Liliane & Tiefenbeck, Verena & Meeuw, Arne & Wörner, Anselma & Fleisch, Elgar & Wortmann, Felix, 2020. "User behavior in a real-world peer-to-peer electricity market," Applied Energy, Elsevier, vol. 270(C).
    8. Lin, Jason & Pipattanasomporn, Manisa & Rahman, Saifur, 2019. "Comparative analysis of auction mechanisms and bidding strategies for P2P solar transactive energy markets," Applied Energy, Elsevier, vol. 255(C).
    9. Zhou, Yue & Wu, Jianzhong & Long, Chao, 2018. "Evaluation of peer-to-peer energy sharing mechanisms based on a multiagent simulation framework," Applied Energy, Elsevier, vol. 222(C), pages 993-1022.
    10. Hahnel, Ulf J.J. & Herberz, Mario & Pena-Bello, Alejandro & Parra, David & Brosch, Tobias, 2020. "Becoming prosumer: Revealing trading preferences and decision-making strategies in peer-to-peer energy communities," Energy Policy, Elsevier, vol. 137(C).
    11. Xu, Xiaojing & Chen, Chien-fei, 2019. "Energy efficiency and energy justice for U.S. low-income households: An analysis of multifaceted challenges and potential," Energy Policy, Elsevier, vol. 128(C), pages 763-774.
    12. Constantine E. Kontokosta & Vincent J. Reina & Bartosz Bonczak, 2020. "Energy Cost Burdens for Low-Income and Minority Households," Journal of the American Planning Association, Taylor & Francis Journals, vol. 86(1), pages 89-105, January.
    13. Georgarakis, Elena & Bauwens, Thomas & Pronk, Anne-Marie & AlSkaif, Tarek, 2021. "Keep it green, simple and socially fair: A choice experiment on prosumers’ preferences for peer-to-peer electricity trading in the Netherlands," Energy Policy, Elsevier, vol. 159(C).
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