随机电价、太阳能发电和负荷下的住宅公寓楼能源管理

Subho Paul, N. Padhy
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引用次数: 0

摘要

本文阐述了在随机更新能源价格、屋顶太阳能发电和每套公寓负荷需求的情况下,住宅公寓的实时集中能源管理过程。每个单位的住户对各自耗电量的反应被认为是不相同的,这是单位住户的效用函数模型。利用李雅普诺夫优化技术,不需要对不确定参数进行概率估计,只需要对不确定参数的实时值进行估计。验证了所导出问题的凸性,证明只存在一个最优结果即全局最小值。提议的实时能源管理流程在一栋有四个单元的建筑上实施。通过与另一种实时算法贪心算法的比较,证明了该策略的优越性。
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Residential Flat Building Energy Management under Random Energy Price, Solar Power and Load
This article illustrates a real time centralized energy management process for a residential flat building under randomly updated energy price, rooftop solar generation and load demand at each flat. The residents at each flat are considered to be non-identical as far as their response towards respective power consumption are concerned, which is modelled as utility function of the flat occupants. The derived optimization problem is solved by utilizing Lyapunov optimization technique, which does not require the probabilistic estimation of the uncertain parameters but only their real time values. Convexity of the derived problem is validated to proof the existence of only one optimum result i.e. global minima. Proposed real time energy management process is implemented on a building having four flats. Superiority of the proposed strategy is established by comparing with another real time method named greedy algorithm.
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