Pooling platform: A Decentralized Local Energy Market Platform Based on Clustered Prosumer’s Preferences

Godwin C. Okwuibe, Ksenia Vinogradova, Sören Klingner, Zhiwei Han
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Abstract

Local energy markets (LEMs) have been introduced in the last few decades as a bottom-up approach solution to create a competitive market for prosumers/consumers to trade their energy and have control over their energy sources. However, there is still a gap in research for prosumers/consumers willing to exchange energy at defined price-and energy-preferences. In this work, we propose an open-source LEM model for matching prosumers and consumers with the same energy and price policy in a decentralized LEM. Our model was verified of its applicability by simulating it with the data from a German community. The simulation results showed that the model was able to satisfy the energy preferences of the consumers and prosumers in the local community to an average of more than 60%. Moreover, the model also demonstrated improved performance in terms of self-sufficiency and self-consumption ratio to the community compared to trading with the central LEM.
汇聚平台:基于集群式产消者偏好的分散式地方能源市场平台
在过去的几十年里,本地能源市场(LEMs)作为一种自下而上的解决方案被引入,为产消者/消费者创造一个竞争市场,以交易他们的能源并控制他们的能源。然而,对于愿意以确定价格交换能源的生产消费者/消费者和能源偏好的研究仍然存在空白。在这项工作中,我们提出了一个开源的LEM模型,用于在分散的LEM中匹配具有相同能源和价格政策的产消者和消费者。通过对某德国社区数据的模拟,验证了该模型的适用性。仿真结果表明,该模型能够满足当地社区消费者和生产消费者的能源偏好,平均达到60%以上。此外,与中央LEM交易相比,该模型在自给自足和社区自我消费比率方面也表现出更高的绩效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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