2018
DOI: 10.1016/j.aei.2018.01.002
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Semantic BMS: Allowing usage of building automation data in facility benchmarking

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Cited by 38 publications
(35 citation statements)
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“…Other studies focused on integrating different technological systems rather than integrating the required FM information, for instance, integrating BIM with RFID tags to capture lifecycle information (Motamedi and Hammad 2009); [31,32], applying machine learning concept and raw sensor data [33], 2D barcode and mobile devices [34], a BIM/GIS-based information extraction (Mignard and Nicolle 2014); [35]. Other works focused on FM required information and developed bespoke techniques to integrate heterogeneous data, including BIM, by introducing an application programming interface plug-in to extend COBie by synthesising semantic data requirements that explicitly meet the owner's needs [36] Edwards, 2017), and integration of BIM and BAS information through a developed middleware layer to support energy consumption benchmarking [37].…”
Section: Sub-category: Life Cycle Information Integrationmentioning
confidence: 99%
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“…Other studies focused on integrating different technological systems rather than integrating the required FM information, for instance, integrating BIM with RFID tags to capture lifecycle information (Motamedi and Hammad 2009); [31,32], applying machine learning concept and raw sensor data [33], 2D barcode and mobile devices [34], a BIM/GIS-based information extraction (Mignard and Nicolle 2014); [35]. Other works focused on FM required information and developed bespoke techniques to integrate heterogeneous data, including BIM, by introducing an application programming interface plug-in to extend COBie by synthesising semantic data requirements that explicitly meet the owner's needs [36] Edwards, 2017), and integration of BIM and BAS information through a developed middleware layer to support energy consumption benchmarking [37].…”
Section: Sub-category: Life Cycle Information Integrationmentioning
confidence: 99%
“…Ref. [37]. Among the selected 47 articles in this category, only one interesting article presented a real-world case study that shows a holistic facilities information management system using BIM open standards and reported accordingly the information exchange process using COBie shortcomings and captured lessons learned for further future research [58].…”
Section: Sub-category: Information Quality and Information Exchange Smentioning
confidence: 99%
“…For controlling in this system, models of building functioning are used, verified on the basis of data from the past, as well as predicted values coming from e.g. weather forecast and forecast of the building use by users [20,21].…”
Section: Results Of the Literature Reviewmentioning
confidence: 99%
“…[17]. Data systems usually used by FM staff could include Computer Aided Facility Management (CAFM) systems for the evaluation of an organization's operational efficiency and performance, BIM containing spatial information, as well as a variety of sensors and controllable devices (e. g. Heating, Ventilation, Air Conditioning -HVAC, security systems) integrated into the Building Management System (BMS) [38]. BMSs were first patented in 1996 and in that sense, data gathering and processing is not new in FM.…”
Section: Assessing the Potential Value Of Bda Adoption For The Uk's Fmentioning
confidence: 99%
“…Specifically, given that the BMS consist of a network of sensors and devices providing full visibility intoand control ofbuilding environmental conditions and HVAC system performance [39], the large amount of precise, up-to-date and detailed data contained therein [38] represent an untapped opportunity to improve the operation and maintenance of buildings [42].…”
Section: Ensuring Efficient and Streamlined Operationsmentioning
confidence: 99%