Home energy management system considering modular and deferrable electric loads under time-variable pricing scheme

S. A. Zahr
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引用次数: 7

Abstract

Along with the growing penetration of renewable energy sources, demand side management (DSM) is becoming a key component of future energy systems such as smart grids. DSM aims at balancing the demand for power with intermittent renewable energy sources such as wind and solar units. DSM deploys various mechanisms to influence customer's capability and willingness to modify their power consumption according to the utility's energy production and the distribution capacity. DSM aims at either saving energy in sustainable manner (i.e. energy response) or/and shifting the time of energy use to off-peak hours (i.e. demand response). Indeed, DSM does not necessarily reduce the total customer's power consumption but reshapes consumption patterns. Hence, DSM is expected to reduce the need for investments in networks and power plants in order to meet peak demands. In this paper, we propose an advanced demand response (DR) solution for individual households. Considering a household equipped with various domestic loads, we aim at optimally scheduling the day-ahead power consumption under timevariable rates while taking advantage of modular and deferrable loads, e.g. electric vehicle. Our proposal is numerically illustrated through real-life scenarios, elaborated using an existing simulator of human behavior regarding power consumption.
时变电价下考虑模块化和可延迟电力负荷的家庭能源管理系统
随着可再生能源的日益普及,需求侧管理(DSM)正成为智能电网等未来能源系统的关键组成部分。DSM旨在平衡电力需求与间歇性可再生能源,如风能和太阳能装置。帝斯曼采用各种机制来影响客户根据公用事业公司的能源生产和配电能力调整其电力消耗的能力和意愿。用电需求管理旨在以可持续的方式节约能源(即能源响应)或/及将能源使用时间移至非高峰时段(即需求响应)。事实上,DSM并不一定会减少客户的总用电量,但会重塑消费模式。因此,预计帝斯曼将减少对电网和发电厂的投资,以满足高峰需求。在本文中,我们提出了一种针对个体家庭的高级需求响应(DR)解决方案。考虑到一个家庭有不同的家庭负荷,我们的目标是在时间可变率下优化调度前一天的电力消耗,同时利用模块化和可延迟的负荷,例如电动汽车。我们的建议通过现实生活场景进行数值说明,并使用现有的关于功耗的人类行为模拟器进行详细阐述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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