论文标题

区块链和人工智能技术在智能网格中启用制造商的应用:评论

Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review

论文作者

Hua, Weiqi, Chen, Ying, Qadrdan, Meysam, Jiang, Jing, Sun, Hongjian, Wu, Jianzhong

论文摘要

政府的净零排放目标旨在增加可再生能源的份额,并影响消费者的行为,以支持能源供应和需求的具有成本效益的平衡。这些将通过智能网格的高级信息和控制基础架构来实现,这些信息允许各种利益相关者之间的互操作性。在这种情况下,越来越多的消费者生产,存储和消耗能量,从而使他们发挥了新的作用。生产商的整合以及产生的双向能源和信息的适应性取决于两个关键因素:能源市场的灵活结构和电力系统的智能运营。区块链和人工智能(AI)是实现这两个因素的创新技术,通过这些技术,区块链为能源市场提供了分散的交易平台,AI支持了电力系统的最佳运营控制。本文试图解决如何将区块链和AI纳入智能电网中,以促进生产者参与能源市场。为了实现这一目标,首先,本文回顾了政策设计如何由基于化石燃料的一代引起的价格碳排放,从而促进了制造商与可再生能源的整合。其次,讨论了在区块链技术的支持下能源市场的潜在结构。最后,引入了如何应用AI来增强电力系统操作过程中的状态监控和决策。

Governments' net zero emission target aims at increasing the share of renewable energy sources as well as influencing the behaviours of consumers to support the cost-effective balancing of energy supply and demand. These will be achieved by the advanced information and control infrastructures of smart grids which allow the interoperability among various stakeholders. Under this circumstance, increasing number of consumers produce, store, and consume energy, giving them a new role of prosumers. The integration of prosumers and accommodation of incurred bidirectional flows of energy and information rely on two key factors: flexible structures of energy markets and intelligent operations of power systems. The blockchain and artificial intelligence (AI) are innovative technologies to fulfil these two factors, by which the blockchain provides decentralised trading platforms for energy markets and the AI supports the optimal operational control of power systems. This paper attempts to address how to incorporate the blockchain and AI in the smart grids for facilitating prosumers to participate in energy markets. To achieve this objective, first, this paper reviews how policy designs price carbon emissions caused by the fossil-fuel based generation so as to facilitate the integration of prosumers with renewable energy sources. Second, the potential structures of energy markets with the support of the blockchain technologies are discussed. Last, how to apply the AI for enhancing the state monitoring and decision making during the operations of power systems is introduced.

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