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Providing Personalized Energy Management and Awareness Services for Energy Efficiency in Smart Buildings

机译:为智能建筑的能源效率提供个性化的能源管理和意识服务

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Considering that the largest part of end-use energy consumption worldwide is associated with the buildings sector, there is an inherent need for the conceptualization, specification, implementation, and instantiation of novel solutions in smart buildings, able to achieve significant reductions in energy consumption through the adoption of energy efficient techniques and the active engagement of the occupants. Towards the design of such solutions, the identification of the main energy consuming factors, trends, and patterns, along with the appropriate modeling and understanding of the occupants’ behavior and the potential for the adoption of environmentally-friendly lifestyle changes have to be realized. In the current article, an innovative energy-aware information technology (IT) ecosystem is presented, aiming to support the design and development of novel personalized energy management and awareness services that can lead to occupants’ behavioral change towards actions that can have a positive impact on energy efficiency. Novel information and communication technologies (ICT) are exploited towards this direction, related mainly to the evolution of the Internet of Things (IoT), data modeling, management and fusion, big data analytics, and personalized recommendation mechanisms. The combination of such technologies has resulted in an open and extensible architectural approach able to exploit in a homogeneous, efficient and scalable way the vast amount of energy, environmental, and behavioral data collected in energy efficiency campaigns and lead to the design of energy management and awareness services targeted to the occupants’ lifestyles. The overall layered architectural approach is detailed, including design and instantiation aspects based on the selection of set of available technologies and tools. Initial results from the usage of the proposed energy aware IT ecosystem in a pilot site at the University of Murcia are presented along with a set of identified open issues for future research.
机译:考虑到全球最终用途能源消耗的最大部分与建筑行业有关,因此内在需要智能建筑中新解决方案的概念化,规范,实施和实例化,从而能够通过以下方式显着降低能源消耗采用节能技术并积极参与。在设计此类解决方案时,必须实现主要能源消耗因素,趋势和模式的识别,以及对乘员行为的适当建模和理解以及采用环保生活方式的潜力。在当前的文章中,提出了一个创新的能源感知信息技术(IT)生态系统,旨在支持新颖的个性化能源管理和意识服务的设计和开发,这些服务可以导致居住者的行为发生改变,从而对行为产生积极的影响关于能源效率。新型信息和通信技术(ICT)朝着这个方向发展,主要涉及物联网(IoT),数据建模,管理和融合,大数据分析和个性化推荐机制的发展。这些技术的结合导致了一种开放且可扩展的架构方法,该方法能够以同质,高效和可扩展的方式利用能效运动中收集的大量能源,环境和行为数据,从而设计出能源管理和针对居住者生活方式的宣传服务。详细介绍了整体分层体系结构方法,其中包括基于对一组可用技术和工具的选择所涉及的设计和实例化方面。介绍了在穆尔西亚大学的试点中使用拟议的节能IT生态系统的初步结果,以及一系列已确定的未解决问题,供以后研究。

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