Demand dispatch framework for smart distribution grids

N. Arghira, Iulia Stamatescu, I. Fagarasan, G. Stamatescu, V. Calofir, S. S. Iliescu
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引用次数: 4

Abstract

The paper presents the new concept of demand dispatch at the distribution level, in addition to generation dispatch. It benefits of new communication capabilities and computation knowledge to support the introduction of strategies that modify the demand according to relevant objectives. The properties of demand dispatch are clearly defined, as well as the characteristics of smart distribution networks. A critical analysis on demand response/dispatch strategies was conducted. Consumer energy modelling for dispatchable loads with artificial intelligence methods (e.g. C4.5 decision tree) is presented. This is a prerequisite for load shaping forecast at a general scale, for the distribution level. The proposed demand dispatch framework brings benefits for distribution system operators in terms of supply flexibility and economic advantages.
智能配电网需求调度框架
在发电调度的基础上,提出了配电级需求调度的新概念。它受益于新的通信能力和计算知识,以支持根据相关目标修改需求的策略的引入。明确了需求调度的性质,以及智能配电网的特点。对需求响应/调度策略进行了批判性分析。提出了使用人工智能方法(例如C4.5决策树)对可调度负载进行消费者能源建模。这是在一般规模上对配电水平进行负荷整形预测的先决条件。所提出的需求调度框架为配电系统运营商带来了供应灵活性和经济优势。
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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