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A MILP framework for electricity tariff-choosing decision process in smart homes considering 'Happy Hours' tariffs

机译:考虑“欢乐时光”关税,在智能家居中选择电力关税选择的摩洛族框架

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摘要

Nowadays, electricity end users can choose among a huge variety of different electricity plans on a deregulated energy market. The wide variety of tariffs besides the advent of novel agents like smart consumers and prosumers, are becoming the tariff-choosing process more complex. This paper proposes a MILP optimization framework which aims at facilitating this task. More precisely, the main endings of the developed framework are: (i) determine the most suitable tariff for smart consumers and prosumers based on historical consumption data, (ii) determine the optimal hours to be hired for a so-called 'Happy hours' tariff plan. In addition, other useful results can be directly obtained from the developed tool. The developed approach carries out a MILP optimization framework for optimal scheduling a series of flexible appliances through various characteristic days obtained from clustering historical collected data. This process is repeatedly executed for the different tariff options and, finally, the most attractive one is selected. A case study on the Spanish retail market for a benchmark prosumer environment is used for showing the capabilities of the developed framework.
机译:如今,电力最终用户可以在令人讨要的能源市场上选择各种不同的电力计划。除了像智能消费者和制度等新的代理人的出现外,各种关税正在成为关税选择过程更加复杂。本文提出了敏捷优化框架,旨在促进这项任务。更确切地说,发达框架的主要结局是:(i)根据历史消费数据确定智能消费者和专业的最适当的关税,(ii)确定所谓的“欢乐时光”的最佳时间关税计划。此外,其他有用的结果可以直接从开发工具中获得。开发方法采用MILP优化框架,以通过从聚类历史收集数据获得的各种特征天最佳调度一系列灵活设备。此过程重复为不同的关税选项执行,最后,选择最具吸引力的关税选项。用于基准假设环境的西班牙零售市场的案例研究,用于表示发达框架的能力。

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