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Evolutionary game theoretic demand-side management and control for a class of networked smart grid

机译:一类网络化智能电网的进化博弈理论需求侧管理与控制

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摘要

In this paper, a new demand-side management problem of networked smart grid is formulated and solved based on evolutionarygame theory. The objective is to minimize the overall cost of the smart grid, where individual communities can switchbetween grid power and local power according to strategies of their neighbors. The distinctive feature of the proposed formulationis that, a small portion of the communities are cooperative, while others pursue their own benefits. This formulation canbe categorized as control networked evolutionary game, which can be solved systematically by using semi-tensor product. Anew binary optimal control algorithmis applied to optimize transient performances of the networked evolutionary game.
机译:本文基于进化博弈论,提出并解决了网络智能电网的需求侧管理新问题。目的是最大程度地降低智能电网的总体成本,在这种情况下,各个社区可以根据其邻居的策略在电网电源和本地电源之间进行切换。提议的方案的独特之处在于,一小部分社区是合作的,而其他社区则追求自己的利益。该公式可归类为控制网络进化博弈,可通过使用半张量积来系统地解决。一种新的二进制最优控制算法被应用于优化网络进化博弈的暂态性能。

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