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Design recommendations for smart energy monitoring: A case study in Italy

机译:智能能源监控的设计建议:意大利的案例研究

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In the era of green energy and smart grids, the ability to access energy information and effectively analyze such data to extract key performance indicators is a crucial factor for successful building management. Energy data can in fact be exploited both in long-term policy adaptation and in shorter term habits modification, providing the basis for stable improvements of the overall efficiency of buildings and dwellings. To reach the ambitious goal of actually improving how buildings consume energy, four main challenges emerge from literature: (a) lack of skills and experience of energy managers, (b) complex and disparate data sets, which are currently blocking decision making processes, (c) mostly manual work-flows that struggle to find relevant information into overwhelming streams of data sourced by monitoring systems, and (d) lack of collaborations between organizational departments. This paper provides deeper insights on these challenges, by investigating the kind of analysis currently performed by energy managers (in Italy) and the expectations they have if required to reason about systems that will be available within the next five years, and proposes design recommendations for next generation energy intelligence systems. (C) 2015 Elsevier B.V. All rights reserved.
机译:在绿色能源和智能电网时代,获取能源信息并有效分析此类数据以提取关键性能指标的能力是成功进行建筑物管理的关键因素。实际上,可以在长期政策调整和短期习惯调整中利用能源数据,为稳定提高建筑物和住宅的整体效率提供了基础。为了达到雄心勃勃的目标,即实际改善建筑物的能源消耗,文献中出现了四个主要挑战:(a)能源管理人员缺乏技能和经验;(b)复杂且分散的数据集,这些数据集目前阻碍了决策流程,( c)主要是手动的工作流程,这些工作流程难以在监视系统提供的压倒性数据流中找到相关信息,并且(d)组织部门之间缺乏协作。本文通过调查能源管理者(意大利)当前进行的分析类型以及他们对在未来五年内将要使用的系统进行推理的期望,从而对这些挑战提供了更深入的见解,并提出了针对这些挑战的设计建议。下一代能源情报系统。 (C)2015 Elsevier B.V.保留所有权利。

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