A Blockchain Model for Fair Data Sharing in Deregulated Smart Grids

Samuel Omaji, N. Javaid, M. Awais, Zeeshan Ahmed, Muhammad Imran, M. Guizani
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引用次数: 56

Abstract

The emergence of smart home appliances has generated a high volume of data on smart meters belonging to different customers. However, customers can not share their data in deregulated smart grids due to privacy concern. Although, these data are important for the service provider in order to provide an efficient service. To encourage the customers' participation, this paper proposes an access control mechanism by fairly compensating customers for their participation in data sharing via blockchain using the concept of differential privacy. We addressed the computational issues of existing ethereum blockchain by proposing a proof of authority consensus protocol through the Pagerank mechanism in order to derive the reputation scores. Experimental results show the efficiency of the proposed model to minimize privacy risk, and maximize aggregator's profit. In addition, gas consumption, as well as the cost of the computational resources, is reduced.
解除管制的智能电网中公平数据共享的区块链模型
智能家电的出现产生了大量属于不同客户的智能电表数据。然而,由于隐私问题,客户不能在放松管制的智能电网中共享他们的数据。但是,为了提供有效的服务,这些数据对于服务提供者来说非常重要。为了鼓励客户的参与,本文提出了一种访问控制机制,通过使用差分隐私的概念,公平补偿客户通过区块链参与数据共享。我们通过通过Pagerank机制提出权威共识协议证明来解决现有以太坊区块链的计算问题,以获得声誉分数。实验结果表明,该模型在最小化隐私风险和最大化聚合器利润方面是有效的。此外,气体消耗以及计算资源的成本也降低了。
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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