Demand Side Load Management Using a Three Step Optimization Methodology

V. Bakker, Maurice G. C. Bosman, A. Molderink, J. Hurink, G. Smit
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引用次数: 97

Abstract

In order to keep a proper functional electricity grid and to prevent large investments in the current grid, the creation, transmission and consumption of electricity needs to be controlled and organized in a different way as done nowadays. Smart meters, distributed generation and -storage and demand side management are novel technologies introduced to reach a sustainable, more efficient and reliable electricity supply. Although these technologies are very promising to reach these goals, coordination between these technologies is required. It is therefore expected that ICT is going to play an important role in future smart grids. In this paper, we present the results of our three step control strategy designed to optimize the overall energy efficiency and to increase the amount of generation based on renewable resources with the ultimate goal to reduce the CO2 emission resulting from generation electricity. The focus of this work is on the control algorithms used to reshape the energy demand profile of a large group of buildings and their requirements on the smart grid. In a use case, steering a large group of freezers, we are able to reshape a demand profile full of peaks to a nicely smoothed demand profile, taking into the account the amount of available communication bandwidth and exploiting the available computation power distributed in the grid.
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基于三步优化方法的需求侧负荷管理
为了保持一个正常的电网功能,并防止对现有电网进行大规模投资,电力的产生、传输和消耗需要以与现在不同的方式进行控制和组织。智能电表、分布式发电和存储以及需求侧管理是为实现可持续、更高效和可靠的电力供应而引入的新技术。虽然这些技术很有希望实现这些目标,但需要这些技术之间的协调。因此,预计信息通信技术将在未来的智能电网中发挥重要作用。在本文中,我们展示了三步控制策略的结果,该策略旨在优化整体能源效率,增加基于可再生资源的发电量,最终目标是减少发电产生的二氧化碳排放。这项工作的重点是用于重塑一大群建筑物的能源需求概况及其对智能电网的要求的控制算法。在一个用例中,控制一大组冷冻机,我们能够将一个充满高峰的需求轮廓重塑为一个平滑的需求轮廓,考虑到可用通信带宽的数量,并利用网格中分布的可用计算能力。
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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