Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN

By the 2010s, BIM is highly popular research area that gathers researchers from various domains. We tackle the major challenge of BIM and the main barrier for the application of BIM in smart environments: integration of BIM and wireless sensor networks. Existing studies in the literature have various dependencies and propose limited solutions. These solutions are dedicated to specific applications and domains. However, it is highly required to have a generic solution for real time indoor and outdoor environmental monitoring with full integration with the digital model of the building. To fulfill this need, in this study, we propose a novel approach to monitor and fulfill user requirements by a numerical model of the building, a novel framework and a BIM-WSN integrated architecture based on the BIM principles for smart building environments. All the experiments are performed on a real testbed, physical sensor devices deployed on the classrooms of the university building. Such numerical model presents the digital model of the environment by gathering acquired data. Besides, data is gathered on a big data platform where it may be served to various other applications such as machine learning studies.

Keywords:

Smart environment automation systems, Smart building, Sensor data processing, Building information modeling Model transformation,

Tam Metin

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Bibtex	@araştırma makalesi { gujs1030189, journal = {Gazi University Journal of Science}, eissn = {2147-1762}, address = {}, publisher = {Gazi Üniversitesi}, year = {2023}, volume = {36}, number = {3}, pages = {1082 - 1094}, doi = {10.35378/gujs.1030189}, title = {Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN}, key = {cite}, author = {Pınarer, Ozgun} }
APA	Pınarer, O. (2023). Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN . Gazi University Journal of Science , 36 (3) , 1082-1094 . DOI: 10.35378/gujs.1030189
MLA	Pınarer, O. "Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN" . Gazi University Journal of Science 36 (2023 ): 1082-1094 <
Chicago	Pınarer, O. "Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN". Gazi University Journal of Science 36 (2023 ): 1082-1094
RIS	TY - JOUR T1 - Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN AU - OzgunPınarer Y1 - 2023 PY - 2023 N1 - doi: 10.35378/gujs.1030189 DO - 10.35378/gujs.1030189 T2 - Gazi University Journal of Science JF - Journal JO - JOR SP - 1082 EP - 1094 VL - 36 IS - 3 SN - -2147-1762 M3 - doi: 10.35378/gujs.1030189 UR - Y2 - 2022 ER -
EndNote	%0 Gazi University Journal of Science Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN %A Ozgun Pınarer %T Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN %D 2023 %J Gazi University Journal of Science %P -2147-1762 %V 36 %N 3 %R doi: 10.35378/gujs.1030189 %U 10.35378/gujs.1030189
ISNAD	Pınarer, Ozgun . "Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN". Gazi University Journal of Science 36 / 3 (Eylül 2023): 1082-1094 .
AMA	Pınarer O. Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN. Gazi University Journal of Science. 2023; 36(3): 1082-1094.
Vancouver	Pınarer O. Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN. Gazi University Journal of Science. 2023; 36(3): 1082-1094.
IEEE	O. Pınarer , "Framework for Heterogeneous Sensor Data Stream Management with BIM and WSN", , c. 36, sayı. 3, ss. 1082-1094, Eyl. 2023, doi:10.35378/gujs.1030189