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User-Centric Demand Response Management in the Smart Grid With Multiple Providers

机译:具有多个提供商的智能电网中以用户为中心的需求响应管理

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The smart grid is the next generation power grid with bidirectional communications between the electricity users and the providers. Demand response management is vital in the smart grid to reduce power generation costs as well as to lower the users' electricity bills. In this paper, we introduce multiple fossil-fuel and multiple renewable energy sources-based utility companies on the supply side, and propose an end-user oriented utility company selection scheme to minimize user costs. We formulate the problem as a game, incorporating the uncertainty associated with the power supply of the renewable sources, and prove that there exists a Nash equilibrium for the game. To further reduce users' costs, we develop a joint scheme by integrating shiftable load scheduling with utility company selection. We model the joint scheme also as a game, and prove the existence of a Nash equilibrium for the game. For both schemes, we propose distributed algorithms for the users to find the equilibrium of the game using only local information. We evaluate our schemes and compare their performances to two other approaches. The results show that our joint utility company selection and shiftable load scheduling scheme incurs the least cost to the users.
机译:智能电网是在电力用户和提供商之间进行双向通信的下一代电网。需求响应管理在智能电网中对于降低发电成本以及降低用户的电费至关重要。在本文中,我们在供应方介绍了多家基于化石燃料和多种可再生能源的公用事业公司,并提出了面向最终用户的公用事业公司选择方案,以最大程度地降低用户成本。我们将问题表述为博弈,并结合了与可再生能源的电力供应相关的不确定性,并证明存在博弈的纳什均衡。为了进一步降低用户成本,我们通过将可变速负荷调度与公用事业公司选择相结合来开发联合方案。我们还将联合方案建模为一个游戏,并证明该游戏存在纳什均衡。对于这两种方案,我们提出了分布式算法,供用户仅使用本地信息来找到游戏的平衡。我们评估我们的方案,并将其性能与其他两种方法进行比较。结果表明,我们的联合公用事业公司选择和可变负荷调度方案为用户带来的成本最低。

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