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Comparative Double Auction Approach for Peer-to-Peer Energy Trading on Multiple microgrids.

Sweta Malik1, Subhasis Thakur1, Maeve Duffy2

  • 1Insight Centre for Data Analytics, University of Galway, Galway, Ireland.

Smart Grids and Sustainable Energy
|December 1, 2023
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Summary

Peer-to-peer (P2P) energy trading enhances renewable energy use and reduces grid losses. The Average and Vickrey-Clarke-Groves (VCG) auction mechanisms are most effective for microgrid energy trading efficiency.

Keywords:
Bidding strategiesDouble auctionElectricity marketMGsPeer-to-Peer energy tradingProsumer

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Area of Science:

  • Energy Systems Engineering
  • Distributed Energy Resources
  • Smart Grids

Background:

  • Peer-to-peer (P2P) energy trading facilitates renewable energy (RE) integration and loss reduction in distribution networks.
  • Microgrids (MGs) offer a decentralized platform for P2P energy trading, optimizing local energy usage.
  • Evaluating different auction mechanisms is crucial for enhancing P2P trading efficiency within MGs.

Purpose of the Study:

  • To systematically evaluate the suitability of four double auction mechanisms (Average, McAfee, Trade Reduction, VCG) for P2P energy trading in various microgrid types.
  • To analyze the impact of user preferences, bidding strategies, and time-of-use tariffs on P2P trading outcomes.
  • To identify the most effective auction mechanisms for different microgrid configurations and trading scenarios.

Main Methods:

  • Simulation of P2P energy trading across diverse microgrid (MG) types.
  • Implementation of four distinct double auction mechanisms: Average, McAfee, Trade Reduction, and Vickrey-Clarke-Groves (VCG).
  • Integration of user preferences, bidding strategies, and time-of-use tariffs into the trading algorithm.

Main Results:

  • The Average and VCG auction mechanisms demonstrated the highest effectiveness across most MG setups.
  • The Average mechanism proved optimal for consumer-centric MGs.
  • The VCG mechanism was particularly advantageous for non-peak hour energy trading; however, MG-to-MG P2P trading showed inefficiency due to limited participants.

Conclusions:

  • The Average and VCG mechanisms are recommended for optimizing P2P energy trading in microgrids, depending on the specific configuration and trading times.
  • This research provides a framework for selecting appropriate auction mechanisms to enhance P2P energy trading efficiency and RE utilization.
  • Further investigation into MG-to-MG P2P trading models may be required to address current inefficiencies.