点对点能源交易的双重拍卖机制:比较分析

Sweta Malik, S. Thakur, Maeve Duffy, J. Breslin
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引用次数: 4

摘要

点对点(P2P)能源交易是近年来在智能电网去中心化、脱碳和数字化的推动下发展起来的一种新模式,已成为一种广泛应用的技术。此外,P2P能源交易的双重拍卖的兴起表明,更好的交易算法具有前所未有的经济和技术效益。这项工作评估了各种离散的双重拍卖机制,即多个微电网的平均、VCG、贸易减少和McAfee。通过这样做,交易算法为玩家提供了更大的灵活性来决定可用的双重拍卖类型。我们进一步研究了与能源交易相关的个人理性、平衡预算、真实性和经济效率等属性。为了实际应用,我们使用IEEE低压馈线数据模拟交易算法的功能。最后,本研究证明了能源交易和社会福利的变化是由于使用关税的时间和投标范围的变化。
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Double auction mechanisms for peer-to-peer energy trading: A comparative analysis
Peer-to-Peer (P2P) energy trading, one of the new paradigms driven by decentralization, decarbonization, and digitalization of the smart grid, has become a widespread technique in recent years. Additionally, the rise of the double auction for P2P energy trading suggests better trading algorithms with unprecedented economic and technical benefits. This work evaluates various discrete double auction mechanisms, i.e., Average, VCG, Trade reduction, and McAfee's for multiple microgrids. By doing this, the trading algorithm provides players more flexibility to decide from the types of double auctions available. We further study properties such as individual rationality, balanced budget, truthfulness, and economic efficiency associated with energy trading. For practical applicability, we simulate the functionality of the trading algorithms using IEEE LV feeder data. In the end, this work demonstrates a variation in energy trading and social welfare due to the time of usage tariff and change in bidding range.
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