Integrating big data and blockchain to manage energy smart grids—TOTEM framework

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Dhanya Therese Jose, Jørgen Holme, Antorweep Chakravorty, Chunming Rong
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引用次数: 4

Abstract

The demand for electricity is increasing exponentially day by day, especially with the arrival of electric vehicles. In the smart community neighborhood project, electricity should be produced at the household or community level and sold or bought according to the demands. Since the actors can produce, sell, and buy according to the demands, thus the name prosumers. ICT solutions can contribute to this in several ways, such as machine learning for analyzing the household data for customer demand and peak hours for the usage of electricity, blockchain as a trustworthy platform for selling or buying, data hub, and ensuring data security and privacy of prosumers. TOTEM: Token for controlled computation is a framework that allows users to analyze the data without moving the data from the data owner's environment. It also ensures the data security and privacy of the data. Here, in this article, we will show the importance of the TOTEM architecture in the EnergiX project and how the extended version of TOTEM can be efficiently merged with the demands of the current and similar projects.

整合大数据和区块链管理能源智能电网——totem框架
随着电动汽车的出现,人们对电力的需求与日俱增。在智慧社区邻里项目中,电力应在家庭或社区层面生产,并根据需求出售或购买。由于演员可以根据需求生产、销售和购买,因此称为产消者。ICT解决方案可以通过多种方式为此做出贡献,例如用于分析客户需求和用电高峰时间的家庭数据的机器学习,作为销售或购买的可靠平台的区块链,数据中心,以及确保数据安全和产消者的隐私。TOTEM:用于控制计算的令牌是一个框架,允许用户在不从数据所有者的环境中移动数据的情况下分析数据。保证了数据的安全性和隐私性。在本文中,我们将展示TOTEM体系结构在EnergiX项目中的重要性,以及TOTEM的扩展版本如何有效地与当前和类似项目的需求合并。
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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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
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