Customer-centric energy usage data management and sharing in smart grid systems

Gaurav Lahoti, D. Mashima, Wei-Peng Chen
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引用次数: 13

Abstract

A recent study revealed that fine-grained energy usage data could potentially leak sensitive information about an electricity customer. On the other hand, a number of online service providers utilizing such data have emerged and improved effectiveness of smart grid technologies (for instance, demand-response aggregators), and therefore sharing of data is getting popular. In this work, we propose a customer-centric framework to manage, store, and share energy usage data in a privacy-enhanced way. We present a mechanism to enable customers to flexibly control the amount of energy usage information disclosed while still allowing third-party service providers to be convinced of the authenticity of data. A prototype implementation using the widely used Green Button data model is presented and evaluated. We further discuss the design of a demand-response aggregation service on top of the proposed framework.
智能电网系统中以客户为中心的能源使用数据管理和共享
最近的一项研究表明,细粒度的能源使用数据可能会泄露有关电力客户的敏感信息。另一方面,许多利用此类数据的在线服务提供商已经出现,并提高了智能电网技术的有效性(例如,需求响应聚合器),因此数据共享正变得越来越流行。在这项工作中,我们提出了一个以客户为中心的框架,以增强隐私的方式管理、存储和共享能源使用数据。我们提出了一种机制,使客户能够灵活地控制披露的能源使用信息的数量,同时仍然允许第三方服务提供商确信数据的真实性。提出并评估了一个使用广泛使用的Green Button数据模型的原型实现。我们进一步讨论了在建议的框架之上的需求-响应聚合服务的设计。
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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