IDEAS home Printed from https://ideas.repec.org/p/hal/wpaper/hal-01874798.html
   My bibliography  Save this paper

Consensus Reaching With Heterogeneous User Preferences

Author

Listed:
  • Hélène Le Cadre

    (EnergyVille)

  • Enrique Rivero Puente
  • Hanspeter Höschle

Abstract

In this paper, we consider consumers and prosumers who interact on a platform. Consumers buy energy to the platform to maximize their usage benefit while minimizing the cost paid to the platform. Prosumers, who have the possibility to generate energy, self-consume part of it to maximize their usage benefit and sell the rest to the platform to maximize their revenue. Product differentiation is introduced and consumers can specify preferences regarding locality, RES-based generation , and matchings with the prosumers. The consumers and prosumers' problems being coupled through a matching probability, we provide analytical characterizations of the resulting Nash equilibrium. Assuming supply-shortages occur, we reformulate the platform problem as a consensus problem that we solve using Alternating Direction Method of Multipliers (ADMM), enabling minimal information exchanges between the nodes. On top of the platform, a trust-based mechanism combining exploitation of nodes with good reputation and exploration of new nodes, is implemented to determine the miner node which validates the transactions. A case study is provided to analyze the impact of preferences and miner selection dynamic process.

Suggested Citation

  • Hélène Le Cadre & Enrique Rivero Puente & Hanspeter Höschle, 2019. "Consensus Reaching With Heterogeneous User Preferences," Working Papers hal-01874798, HAL.
    • Handle: RePEc:hal:wpaper:hal-01874798
    Note: View the original document on HAL open archive server: https://hal.science/hal-01874798v2
    as

    Download full text from publisher

    File URL: https://hal.science/hal-01874798v2/document
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Liran Einav & Chiara Farronato & Jonathan Levin, 2016. "Peer-to-Peer Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 615-635, October.
    2. Hélène Le Cadre, 2018. "On the Efficiency of Local Electricity Markets Under Decentralized and Centralized Designs: A Multi-leader Stackelberg Game Analysis," Working Papers hal-01619885, HAL.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Jens Hönen & Johann L. Hurink & Bert Zwart, 2023. "A classification scheme for local energy trading," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 45(1), pages 85-118, March.
    2. Le Cadre, Hélène & Bedo, Jean-Sébastien, 2020. "Consensus reaching with heterogeneous user preferences, private input and privacy-preservation output," Operations Research Perspectives, Elsevier, vol. 7(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Le Cadre, Hélène & Jacquot, Paulin & Wan, Cheng & Alasseur, Clémence, 2020. "Peer-to-peer electricity market analysis: From variational to Generalized Nash Equilibrium," European Journal of Operational Research, Elsevier, vol. 282(2), pages 753-771.
    2. Buechel, Berno & Krähenmann, Philemon, 2022. "Fixed price equilibria on peer‐to‐peer platforms: Lessons from time‐based currencies," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 335-358.
    3. M. Narciso, 2022. "The Unreliability of Online Review Mechanisms," Journal of Consumer Policy, Springer, vol. 45(3), pages 349-368, September.
    4. Benítez-Aurioles, Beatriz & Tussyadiah, Iis, 2021. "What Airbnb does to the housing market," Annals of Tourism Research, Elsevier, vol. 90(C).
    5. Agam Gupta & Biswatosh Saha & Parthasarathi Banerjee, 2018. "Pricing decisions of car aggregation platforms in sharing economy: a developing economy perspective," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(5), pages 341-355, October.
    6. Wang, Yan & Yang, Jian & Qi, Lian, 2017. "A game-theoretic model for the role of reputation feedback systems in peer-to-peer commerce," International Journal of Production Economics, Elsevier, vol. 191(C), pages 178-193.
    7. Horner, Hannah & Pazour, Jennifer & Mitchell, John E., 2021. "Optimizing driver menus under stochastic selection behavior for ridesharing and crowdsourced delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    8. Vibhanshu Abhishek & Jose A. Guajardo & Zhe Zhang, 2021. "Business Models in the Sharing Economy: Manufacturing Durable Goods in the Presence of Peer-to-Peer Rental Markets," Information Systems Research, INFORMS, vol. 32(4), pages 1450-1469, December.
    9. Cristiano Codagnone & Federico Biagi & Fabienne Abadie, 2016. "The Passions and the Interests: Unpacking the ‘Sharing Economy’," JRC Research Reports JRC101279, Joint Research Centre.
    10. Yuting Chen & Rong Zhang & Bin Liu, 2021. "Fixed, flexible, and dynamics pricing decisions of Airbnb mode with social learning," Tourism Economics, , vol. 27(5), pages 893-914, August.
    11. Apostolos Filippas & John J. Horton & Richard J. Zeckhauser, 2020. "Owning, Using, and Renting: Some Simple Economics of the “Sharing Economy”," Management Science, INFORMS, vol. 66(9), pages 4152-4172, September.
    12. Solimine, Philip & Isaac, R. Mark, 2023. "Reputation and market structure in experimental platforms," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 528-559.
    13. Karl Taeuscher, 2019. "Uncertainty kills the long tail: demand concentration in peer-to-peer marketplaces," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 649-660, December.
    14. Le Cadre, Hélène & Mezghani, Ilyès & Papavasiliou, Anthony, 2019. "A game-theoretic analysis of transmission-distribution system operator coordination," European Journal of Operational Research, Elsevier, vol. 274(1), pages 317-339.
    15. Lu, Baozhou & Yi, Xiaoyang, 2023. "Institutional trust and repurchase intention in the sharing economy: The moderating roles of information privacy concerns and security concerns," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    16. Tedds, Lindsay M. & Cameron, Anna & Khanal, Mukesh & Crisan, Daria, 2021. "Why Existing Regulatory Frameworks Fail in the Short-term Rental Market: Exploring the Role of Regulatory Fractures," MPRA Paper 106712, University Library of Munich, Germany.
    17. Xiang Hui & Meng Liu, 2022. "Quality Certificates Alleviate Consumer Aversion to Sponsored Search Advertising," CESifo Working Paper Series 9886, CESifo.
    18. Yongwook Paik & Christos A. Makridis, 2023. "The social value of a ridesharing platform: a hedonic pricing approach," Empirical Economics, Springer, vol. 64(5), pages 2125-2150, May.
    19. He, Jiaxiu & Li, Bingqing & Wang, Xin (Shane), 2023. "Image features and demand in the sharing economy: A study of Airbnb," International Journal of Research in Marketing, Elsevier, vol. 40(4), pages 760-780.
    20. Gyódi, Kristóf, 2021. "Airbnb and hotels during COVID-19: different strategies to survive," MPRA Paper 109333, University Library of Munich, Germany.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hal:wpaper:hal-01874798. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.