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A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework

机译:智能电网/智能世界框架内天气变量与电力需求之间关系的研究

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摘要

One of the main challenges of today's society is the need to fulfill at the same time the two sides of the dichotomy between the growing energy demand and the need to look after the environment. Smart Grids are one of the answers: intelligent energy grids which retrieve data about the environment through extensive sensor networks and react accordingly to optimize resource consumption. In order to do this, the Smart Grids need to understand the existing relationship between energy demand and a set of relevant climatic variables. All smart “systems” (buildings, cities, homes, consumers, etc.) have the potential to employ their intelligence for self-adaptation to climate conditions. After introducing the Smart World, a global framework for the collaboration of these smart systems, this paper presents the relationship found at experimental level between a range of relevant weather variables and electric power demand patterns, presenting a case study using an agent-based system, and emphasizing the need to consider this relationship in certain Smart World (and specifically Smart Grid and microgrid) applications.
机译:当今社会的主要挑战之一是需要同时满足日益增长的能源需求与照顾环境之间的两分法。智能电网是答案之一:智能能源网格可通过广泛的传感器网络检索有关环境的数据,并做出相应的反应以优化资源消耗。为此,智能电网需要了解能源需求与一组相关气候变量之间的现有关系。所有智能“系统”(建筑物,城市,家庭,消费者等)都有潜力利用其智能来适应气候条件。在介绍了Smart World(这些智能系统协作的全球框架)之后,本文介绍了在实验水平上发现的一系列相关天气变量与电力需求模式之间的关系,并提供了基于代理系统的案例研究,并强调在某些Smart World(特别是Smart Grid和微电网)应用程序中需要考虑这种关系。

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