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arXiv 2102.01900cs.SI
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智能电网中的时间模体

Temporal Motifs in Smart Grid

Rucha Bhalchandra Joshi, Annada Prasad Behera, Subhankar Mishra

摘要:

一个复杂的网络可以用模式来表征。这种频繁出现的重要模式被称为模体,在时间依赖网络中,它们被称为时间模体。其中时间图案被观察到并发挥重要作用的时间网络之一是智能电网。家电、房屋、社区和整个城市的能源消耗模式有助于能源公用事业公司和消费者规划他们的发电和消费。智能电网的时间主题由消费者和生产者组成,边缘或连接表示网络的两个参与者之间的能量流,这些连接持续到电力被消耗/产生。本文形式化地定义了智能电网的时态基元,并提出了一种在智能电网中创建时态基元的方法。我们还讨论了时间模体如何适应智能电网配电系统的层次结构。

英文摘要:

A complex network can be characterized by patterns. Such frequently occurring significant patterns are called motifs and in a time dependent network, they are called temporal motifs. One of the temporal networks where temporal motifs are observed and play a major role; is the Smart Grid. The energy consumption pattern across the appliances, houses, communities and entire cities help energy utility companies and consumers plan their electricity generation and consumption. The temporal motifs for the smart grid constitutes of the consumers and producers and the edge or connection represents energy flow between two participants of the network, these connections last till the power is being consumed/generated. This paper formally defines the temporal motifs for smart grid network and proposes a way to create such temporal motifs in the network. We also discuss how the temporal motifs fit into the hierarchical structure of power distribution system of Smart Grid.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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