The Transition Toward Merging Big Data Analytics, IoT, and Artificial Intelligence with Blockchain in Transactive Energy Markets

Hossein Shahinzadeh, S. M. Zanjani, Jalal Moradi, Mohammad-hossein Fayaz-dastgerdi, W. Yaïci, Mohamed Benbouzid
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引用次数: 3

Abstract

Blockchain is a special technology for peer-to-peer (P2P) trading platforms, which uses decentralized storage to record all transaction data. Blockchain was first used in 2009 in the infrastructure of the financial sector of the Bitcoin cryptocurrency. Recently, further applications have evolved in this area to provide decentralized transaction storage by employing innovative mechanisms that enable decentralized operation. This mechanism is called a smart contract that operates based on individually defined rules (e.g., quality, quantity, and price specifications) that enable an independent matching of market players at the distribution level on the supplier side and their potential customers and end-users as well as prosumers. In this article, in addition to introducing the concept of Blockchain, the way this cutting-edge technology deals with different agents in the energy sector and markets and its impact on the operation performance of the electricity and energy industry have been examined. Thus, merging other emerging technologies and platforms, such as big data analysis, the Internet of Things (IoT), and artificial intelligence (AI) with Blockchain, can solve many practical open challenges in smart electrical grids and the energy domain. This article delves into the impacts of integrating these platforms to boost the interoperability between different components and enhance the liquidity of markets.
在能源交易市场中将大数据分析、物联网和人工智能与区块链相结合
区块链是点对点(P2P)交易平台的一种特殊技术,它使用去中心化存储来记录所有交易数据。区块链于2009年首次用于比特币加密货币金融部门的基础设施。最近,在这一领域发展了进一步的应用,通过采用支持分散操作的创新机制来提供分散的事务存储。这种机制被称为智能合约,它基于单独定义的规则(例如,质量、数量和价格规格)运行,使供应商方面的分销层面的市场参与者及其潜在客户、最终用户以及生产消费者能够独立匹配。在本文中,除了介绍区块链的概念外,还研究了这种尖端技术处理能源部门和市场中不同代理商的方式及其对电力和能源行业运营绩效的影响。因此,将其他新兴技术和平台,如大数据分析、物联网(IoT)和人工智能(AI)与区块链相结合,可以解决智能电网和能源领域的许多实际开放挑战。本文将深入研究集成这些平台对提高不同组件之间的互操作性和增强市场流动性的影响。
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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