基于共识的分布式能源交易

Zhenyu Wang, Xiaoyu Zhang, Hao Wang
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引用次数: 7

摘要

在智能电网中,分布式能源(DERs)已经渗透到居民区,提供了一种新的电力供应形式,主要来自可再生能源。拥有分布式电网的住宅和商业建筑已经成为当地电网的生产消费者,因为他们可以将多余的电力出售给其他人。已经开始研究通过更好的控制和沟通策略来整合和利用DERs。随着物联网(IoT)技术的进步,der之间可以实现前所未有的协调,以促进能源交易和事务性能源管理。然而,在优化过程中防止用户信息泄露仍然是研究人员面临的挑战,这促使他们开发保护隐私的能源管理系统。本文提出了一种基于共识算法的全去中心化能源管理方法。具体来说,虚拟池是为产消者设计的,在物联网技术的支持下进行能源交易和信息交换。基于共识的算法使产消者在不泄露任何个人数据的情况下,以协调的方式独立获得最佳能源计划。用实际数据进行了仿真,验证了算法的有效性。结果表明,基于共识的去中心化交易能源管理策略是可行的,可以显著降低系统整体成本。
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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Consensus-based decentralized energy trading for distributed energy resources

In smart grids, distributed energy resources (DERs) have penetrated residential zones to provide a new form of electricity supply, mainly from renewable energy. Residential households and commercial buildings with DERs have become prosumers in local grids because they can sell surplus power to others. Research has been initiated to integrate and utilize DERs through better control and communication strategies. With the advances in the Internet of Things (IoT) technology, unprecedented coordination among DERs can be achieved to facilitate energy trading and transactive energy management. However, preventing leakage of user information during the optimization process remains a challenge for researchers, which drives them to develop privacy-preserving energy management systems. In this study, a fully decentralized transactive energy management method using a consensus-based algorithm is developed. Specifically, a virtual pool is designed for prosumers to trade energy and exchange information with the support of IoT technologies. The consensus-based algorithm enables prosumers to obtain an optimal energy schedule independently in a coordinated manner without revealing any personal data. Practical data was used to perform simulations and validate the proposed algorithm. The results showed that the authors' consensus-based decentralized transactive energy management strategy is feasible and can significantly reduce the overall system cost.

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