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Development of a supervisory controller for residential energy management problems

机译:开发用于住宅能源管理问题的监督控制器

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摘要

In recent years, the infrastructure that supplies energy to residential areas has started to evolve into a multi-source system, just like in automotive industry in which hybrid electric vehicles (HEVs) have been replacing conventional gasoline vehicles. Multi energy source systems considered as a potential solution for carbon emission problems despite their challenges in their operation due to increased complexity. In this paper, a control design approach successfully applied in the automotive industry is used to solve a residential energy management problem. First, a dynamic programming method is applied to obtain optimal control actions for the representative demand profiles and then by using these results, a causal supervisory controller is developed. It is found that the developed baseline controller performs 1-2% better daily in its initial form in terms of operational costs, compared to available heuristic strategies. © 2012 AACC American Automatic Control Council).
机译:近年来,向住宅区供电的基础设施已开始发展为多源系统,就像在汽车工业中混合动力汽车(HEV)取代了传统汽油汽车一样。尽管由于复杂性增加而在运行中面临挑战,但多能源系统仍被视为解决碳排放问题的潜在解决方案。本文采用一种成功应用于汽车行业的控制设计方法来解决住宅能源管理问题。首先,采用动态编程方法以获得代表需求曲线的最佳控制动作,然后利用这些结果,开发因果监督控制器。结果发现,与可用的启发式策略相比,已开发的基线控制器在其初始形式上每天的运行成本要好1-2%。 ©2012 AACC美国自动控制委员会)。

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  • 作者

    Akgun, E.; Cakmakci, M.;

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  • 年度 2012
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  • 原文格式 PDF
  • 正文语种 English
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