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Comprehensive scheduling system based on end-user experience in smart grids

机译:基于最终用户在智能电网中的经验的综合调度系统

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The scheduling and optimizing management is the key feature of the smart grid. A large number of the scheduling and optimizing models are proposed in academia and industry. Most of these models only focus on minimizing the cost, but not concerned about the user experience. In this paper, we present a novel real-time scheduling system taking the end-user experience (EUE) as the scheduling drive. To evaluate the EUE adequately, we take the home user as the test case. The EUE model is a trade-off of expenditure, waiting time and peak power with typical appliances. Based on the hourly electricity price, equipment styles and the user using custom, we maximize the EUE in the limited peak power. The proposed method is a lightweight module and can be applied in the smart meter to help users achieve the schedule automatically with user input. Simulation results validate that EUE scheduling scheme takes less cost than no-scheduling situation and lower peak-to-average ratio (PAR) than minimizing-cost situation. It shows a better performance using proposed evaluating and scheduling scheme. The users and the utility company both benefit from it.
机译:调度和优化管理是智能电网的关键功能。在学术界和工业界提出了大量的调度和优化模型。这些模型中的大多数仅关注于最小化成本,而不关注用户体验。在本文中,我们提出了一种新颖的实时调度系统,该系统以最终用户体验(EUE)作为调度驱动力。为了充分评估EUE,我们以家庭用户为测试用例。 EUE模型是在支出,等待时间和峰值功率与典型设备之间进行权衡的结果。根据每小时的电价,设备类型和用户使用的习惯,我们在有限的峰值功率中最大化EUE。所提出的方法是一种轻量级的模块,可以应用在智能电表中,以帮助用户通过用户输入自动实现时间表。仿真结果表明,EUE调度方案比无调度方案花费更少的成本,并且比使成本最小化方案降低了峰均比(PAR)。使用建议的评估和调度方案可以显示出更好的性能。用户和公用事业公司都将从中受益。

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