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On Homomorphic Encryption for privacy-preserving distributed load adaption in smart grids

机译:用于智能电网中保护隐私的分布式负载自适应的同态加密

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The smart power grid integrates communication technology and intelligent power management to balance power generation and consumption. New stakeholders, e.g. households or prosumers, are connected to the smart grid and participate in e.g. Demand Response (DR). An important factor in this new environment is privacy. In this paper we present a Homomorphic Encryption Scheme (HES) for Distributed Load Adaption (DLA). The HES utilises the Paillier cryptosystem to gather aggregated data and perform DLA based on the max-min fairness principle. The effects on communication are analysed. Evaluation and simulation results show, that the privacy of users is secured. The communicational and computational overhead has a complexity of O(H ¿¿ log (H)) for H households, which is in acceptable margins, compared to other approaches.
机译:智能电网将通信技术和智能电源管理相集成,以平衡发电和消耗。新的利益相关者,例如家庭或生产者,已连接到智能电网并参与需求响应(DR)。在这种新环境中的重要因素是隐私。在本文中,我们提出了一种用于分布式负载自适应(DLA)的同态加密方案(HES)。 HES利用Paillier密码系统收集聚合数据并基于最大-最小公平性原理执行DLA。分析了对交流的影响。评估和仿真结果表明,用户隐私得到了保护。与其他方法相比,H家庭的通信和计算开销的复杂度为O(H?log(H)),处于可接受的范围内。

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