Privacy-Preserving Netting in Local Energy Grids

Jacob Eberhardt, Marco Peise, Dong-Ha Kim, S. Tai
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引用次数: 6

Abstract

The production of renewable energies by individual households typically is small-scale and not profitable without public subsidies, yet a critical factor in preventing further global warming. Unlike market-based peer-to-peer trading solutions, which require households to engage in costly peer-to-peer trading activities, we propose a community-based approach where households in a local distribution grid share the energy they produce in a netting process to maximize internal consumption. The technical instantiation of this idea in real-world energy grids comes with several challenges. Households within a community do not necessarily trust each other or electric utilities. Furthermore, energy consumption data is highly sensitive and must be protected. Further idiosyncrasies of national energy markets, regulatory frameworks, and current grid infrastructure exist. Addressing all these challenges, we propose a blockchain-based system that leverages zero-knowledge off-chain computations to facilitate automated energy sharing within a community in a trustless and privacy-preserving way. We provide a proof- of-concept implementation using the ZoKrates framework for verifiable off-chain computations and the Ethereum Blockchain. To support our claims, we provide evaluation results obtained in the context of a major German national research project on blockchain-based energy networks.
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局部能源网格中的隐私保护网络
个人家庭生产的可再生能源通常规模较小,没有公共补贴就无利可图,但这是防止全球进一步变暖的关键因素。基于市场的点对点交易解决方案要求家庭参与昂贵的点对点交易活动,与此不同,我们提出了一种基于社区的方法,在这种方法中,当地配电网中的家庭共享他们在净额过程中生产的能源,以最大化内部消耗。在现实世界的能源网络中,这一想法的技术实例带来了几个挑战。一个社区内的家庭不一定信任彼此或电力公司。此外,能耗数据非常敏感,必须加以保护。各国能源市场、监管框架和当前电网基础设施的进一步特点是存在的。为了解决所有这些挑战,我们提出了一种基于区块链的系统,该系统利用零知识链下计算,以一种无需信任和保护隐私的方式促进社区内的自动能源共享。我们使用ZoKrates框架提供了一个概念验证实现,用于可验证的链下计算和以太坊区块链。为了支持我们的主张,我们提供了在基于区块链的能源网络的德国重大国家研究项目背景下获得的评估结果。
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