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P2P Electricity Trading Considering User Preferences for Renewable Energy and Demand-Side Shifts

Author

Listed:
  • Daishi Sagawa

    (School of Engineering, The University of Tokyo, Tokyo 113-8656, Japan)

  • Kenji Tanaka

    (School of Engineering, The University of Tokyo, Tokyo 113-8656, Japan)

  • Fumiaki Ishida

    (The Kansai Electric Power Co., Inc., Osaka 530-8270, Japan)

  • Hideya Saito

    (The Kansai Electric Power Co., Inc., Osaka 530-8270, Japan)

  • Naoya Takenaga

    (BIPROGY Inc., Tokyo 135-8560, Japan)

  • Kosuke Saegusa

    (BIPROGY Inc., Tokyo 135-8560, Japan)

Abstract

In the global trend towards decarbonization, peer-to-peer (P2P) energy trading is garnering increasing attention. Furthermore, energy management on the demand side plays a crucial role in decarbonization efforts. The authors have previously developed an automated bidding agent that considers user preferences for renewable energy (RE), assuming users own electric vehicles (EVs). In this study, we expand upon this work by considering users who own not only EVs but also heat pump water heaters, and we develop an automated bidding agent that takes into account their preferences for RE. We propose a method to control the start time and presence of daytime operation shifts for heat pump water heaters, leveraging their daytime operation shift function. Demonstration experiments were conducted to effectively control devices such as EVs and heat pumps using the agent. The results of the experiments revealed that by controlling the daytime operation of heat pumps with our method, the RE utilization rate can be improved compared to scenarios without daytime operation shifts. Furthermore, we developed a simulator to verify the outcomes under different scenarios of demand-side resource ownership rates, demonstrating that higher ownership rates of EVs and heat pumps enable more effective utilization of renewable energy, and that this effect is further enhanced through P2P trading. Based on these findings, we recommend promoting the adoption of demand-side resources such as EVs and heat pumps and encouraging P2P energy trading to maximize the utilization of renewable energy in future energy systems.

Suggested Citation

  • Daishi Sagawa & Kenji Tanaka & Fumiaki Ishida & Hideya Saito & Naoya Takenaga & Kosuke Saegusa, 2023. "P2P Electricity Trading Considering User Preferences for Renewable Energy and Demand-Side Shifts," Energies, MDPI, vol. 16(8), pages 1-25, April.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:8:p:3525-:d:1126720
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    References listed on IDEAS

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    1. Sikorski, Janusz J. & Haughton, Joy & Kraft, Markus, 2017. "Blockchain technology in the chemical industry: Machine-to-machine electricity market," Applied Energy, Elsevier, vol. 195(C), pages 234-246.
    2. Hanna, Ryan & Ghonima, Mohamed & Kleissl, Jan & Tynan, George & Victor, David G., 2017. "Evaluating business models for microgrids: Interactions of technology and policy," Energy Policy, Elsevier, vol. 103(C), pages 47-61.
    3. Reo Kontani & Kenji Tanaka & Yuji Yamada, 2021. "Feasibility Conditions for Demonstrative Peer-to-Peer Energy Market," Energies, MDPI, vol. 14(21), pages 1-18, November.
    4. Daishi Sagawa & Kenji Tanaka & Fumiaki Ishida & Hideya Saito & Naoya Takenaga & Seigo Nakamura & Nobuaki Aoki & Misuzu Nameki & Kosuke Saegusa, 2021. "Bidding Agents for PV and Electric Vehicle-Owning Users in the Electricity P2P Trading Market," Energies, MDPI, vol. 14(24), pages 1-17, December.
    5. Green, Jemma & Newman, Peter, 2017. "Citizen utilities: The emerging power paradigm," Energy Policy, Elsevier, vol. 105(C), pages 283-293.
    6. Alejandro Pena-Bello & David Parra & Mario Herberz & Verena Tiefenbeck & Martin K. Patel & Ulf J. J. Hahnel, 2022. "Integration of prosumer peer-to-peer trading decisions into energy community modelling," Nature Energy, Nature, vol. 7(1), pages 74-82, January.
    7. Ahl, Amanda & Yarime, Masaru & Tanaka, Kenji & Sagawa, Daishi, 2019. "Review of blockchain-based distributed energy: Implications for institutional development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 200-211.
    8. Lissy Langer, 2020. "An Optimal Peer-to-Peer Market Considering Modulating Heat Pumps and Photovoltaic Systems under the German Levy Regime," Energies, MDPI, vol. 13(20), pages 1-25, October.
    9. Ahl, A. & Yarime, M. & Goto, M. & Chopra, Shauhrat S. & Kumar, Nallapaneni Manoj. & Tanaka, K. & Sagawa, D., 2020. "Exploring blockchain for the energy transition: Opportunities and challenges based on a case study in Japan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    10. 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.
    11. Inês F. G. Reis & Ivo Gonçalves & Marta A. R. Lopes & Carlos Henggeler Antunes, 2021. "Assessing the Influence of Different Goals in Energy Communities’ Self-Sufficiency—An Optimized Multiagent Approach," Energies, MDPI, vol. 14(4), pages 1-32, February.
    12. Yuki Matsuda & Yuto Yamazaki & Hiromu Oki & Yasuhiro Takeda & Daishi Sagawa & Kenji Tanaka, 2021. "Demonstration of Blockchain Based Peer to Peer Energy Trading System with Real-Life Used PHEV and HEMS Charge Control," Energies, MDPI, vol. 14(22), pages 1-12, November.
    13. Yong Long & Yu Wang & Chengrong Pan, 2018. "Incentive Mechanism of Micro-grid Project Development," Sustainability, MDPI, vol. 10(1), pages 1-19, January.
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