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Utilising latent data in smart buildings: a process model to collect, analyse and make building data accessible for smart industries

机译:利用智能建筑中的潜在数据:一种过程模型,用于收集,分析和制作可供智能行业使用的建筑数据

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摘要

Smart buildings are embedded with large amounts of latent data from different sources, e.g. IoT devices, sensors, and the like. Integration of this latent data with the buildings information can highly impact efficiency services provided by various industries such as facility management companies, utility companies, smart commerce, and so forth. To enable the integration of buildings information, diverse technologies such as Building Information Modelling (BIM) have been developed and changed the traditional approaches. Notwithstanding a plethora of research in this area, potential users of this information such as facility management companies are still unable to fully benefit from the building information. This is due to this fact that various information and data have been heterogeneously scattered across various sources. To overcome this challenge, this research follows the design science approach to propose a process model to address facility management concerns in terms of the ability to access the combination of building information with live data captured from various sources. The presented process model is introduced thoroughly by explaining the required steps to collect and integrate this information with the live data. The Artifact evaluation of the process model was undertaken via the employment of a focus group session with the construction professionals, the IoT experts, and the data analysts. Also, this paper elaborates on two industrial use-cases to demonstrate how having access to the building information effectively affects the other industries. The outcome of this research provides an open access to the integrated building information and live data for diverse range of users.
机译:智能建筑中嵌入了大量来自不同来源的潜在数据,例如物联网设备,传感器等。此潜在数据与建筑物信息的集成会极大地影响各种行业(例如设施管理公司,公用事业公司,智能商务等)提供的效率服务。为了能够集成建筑物信息,已经开发了多种技术,例如建筑物信息模型(BIM),并改变了传统方法。尽管在该领域进行了大量研究,但该信息的潜在用户(例如设施管理公司)仍无法从建筑物信息中充分受益。这是由于以下事实,即各种信息和数据已异构地分散在各种来源中。为了克服这一挑战,本研究遵循设计科学方法,提出了一种过程模型,以解决建筑物管理方面的顾虑,即能够访问建筑物信息与从各种来源捕获的实时数据的组合。通过解释收集和将此信息与实时数据集成所需的步骤,对引入的过程模型进行了全面介绍。通过与建筑专业人士,IoT专家和数据分析师进行的焦点小组会议,对过程模型进行了工件评估。此外,本文还详细阐述了两个行业用例,以演示访问建筑物信息如何有效地影响其他行业。这项研究的结果为不同范围的用户提供了对集成建筑信息和实时数据的开放访问。

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