An Operation and Maintenance Strategy of Intelligent Building Information Model Data Based on Cloud Computing

Received: 29 March 2020 Accepted: 21 June 2020 The operation and maintenance (O&M) of intelligent building information model (IBIM), as an important aspect of modern building informatization, plays a critical role in the construction of smart cities and the renovation of modern buildings. Due to the complex structure and sheer size of IBIM data, the O&M system of IBIM faces a huge workload and a high cost. Based on cloud computing, this paper proposes an O&M strategy for IBIM data, which meets the needs for stable management of massive data, enables three-dimensional (3D) collaborative visualization of building information model (BIM), improves the efficiency of data storage, scheduling, and O&M. Firstly, the basic structure of IBIM data was standardized according to The Industry Foundation Classes (IFC) (ISO 16739-1:2018). Then, the features were sampled from the standardized IBIM cloud data. After that, the storage data were subject to routing, coding, matching feature compression, and adaptive attribute clustering. On this basis, an optimization model was established for the storage structure of IBIM cloud data. Finally, a batch feature extraction method was designed for 3D structure distribution of job-based 3D cloud storage model. The proposed strategy was proved effective through experiments. The research results provide a reference for applying 3D cloud storage model in other fields.

[1]  Patricio A. Vela,et al.  Detection of Walls, Floors, and Ceilings in Point Cloud Data , 2016 .

[2]  Rosaldo J. F. Rossetti,et al.  BIM, GIS, IoT, and AR/VR Integration for Smart Maintenance and Management of Road Networks: a Review , 2018, 2018 IEEE International Smart Cities Conference (ISC2).

[3]  Mohamed Marzouk,et al.  BIM and semantic web-based maintenance information for existing buildings , 2020 .

[4]  Roxana Patrascu,et al.  Integration of BIM Solutions and IoT in Smart Houses , 2018, 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

[5]  Mesud Hadzialic,et al.  Internet of Things (IoT): A review of enabling technologies, challenges, and open research issues , 2018, Comput. Networks.

[6]  Joseph Louis,et al.  Wireless electric appliance control for smart buildings using indoor location tracking and BIM-based virtual environments , 2019, Automation in Construction.

[7]  Robert Lark,et al.  The Emulation and Simulation of Internet of Things Devices for Building Information Modelling (BIM) , 2018, EG-ICE.

[8]  Sheryl Staub-French,et al.  Construction Quality Assessment Using 3D as-built Models Generated with Project Tango , 2016 .

[9]  Carl T. Haas,et al.  Optimum Assembly Planning for Modular Construction Using BIM and 3D Point Clouds , 2016 .

[10]  Bhargav Dave,et al.  A framework for integrating BIM and IoT through open standards , 2018, Automation in Construction.

[11]  Daniela Pasini,et al.  Connecting BIM and IoT for addressing user awareness toward energy savings , 2018, Journal of Structural Integrity and Maintenance.

[12]  Zainab Riaz,et al.  Building Information Modeling (BIM) Enabled Facilities Management Using Hadoop Architecture , 2017, 2017 Portland International Conference on Management of Engineering and Technology (PICMET).

[13]  Chao Wang,et al.  Automatic As-is 3D Building Models Creation from Unorganized Point Clouds , 2014 .

[14]  Fei Pan,et al.  Integrating and managing BIM in 3D web-based GIS for hydraulic and hydropower engineering projects , 2020 .

[15]  Ciji Pearl Kurian,et al.  Sustainable building design based on building information modeling (BIM) , 2016, 2016 IEEE International Conference on Power System Technology (POWERCON).

[16]  Lieyun Ding,et al.  Integrating BIM with building performance analysis in project life-cycle , 2019, Automation in Construction.

[17]  Pardis Pishdad-Bozorgi,et al.  A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends , 2019, Automation in Construction.

[18]  Jia-qi Lai,et al.  The Application of BIM Technology in Construction Project Cost Management , 2018 .

[19]  Sylvain Kubicki,et al.  BIM-enhanced collaborative smart technologies for LEAN construction processes , 2017, 2017 International Conference on Engineering, Technology and Innovation (ICE/ITMC).

[20]  Y. P. Ma,et al.  Enhance Architectural Heritage Conservation Using BIM Technology , 2016, CAADRIA proceedings.

[21]  David J. Edwards,et al.  BIM and sensor-based data management system for construction safety monitoring , 2017 .