2019.1-2020.12: Algorithmic Governance of Interactive Building
Tsinghua Unviersity-University of Toronto Joint Initiative Program, Tsinghua University, 2019
Based on cognitive computing, machine learning, and BIM, this research establishes a framework for the users and buildings to negotiate their comfort requirements and performance saving goals.
Prof. Tamer El-Diraby and me are co-Principal Investigator of this project.
Related Publications:
Semantic Classification and Hash Code Accelerated Detection of Design Changes in BIM Models
Lin, J.R.*, Zhou, Y.C. (2020). Semantic Classification and Hash Code Accelerated Detection of Design Changes in BIM Models. Automation in Construction, 115, 103212. doi: 10.1016/j.autcon.2020.103212
A Bibliometric Review of Visual Computing in Construction Industry
Wang, H.W., Hu, Z.Z., Lin, J.R.* (2020). A Bibliometric Review of Visual Computing in Construction Industry. Visual Computing for Industry, Biomedicine, and Art, 3, 14. doi: 10.1186/s42492-020-00050-0
Current Status and Trends of BIM in China based on Big Data and Search Engine
Lin, J.R.*, Cheng, G.F. (2020). Current Status and Trends of BIM in China based on Big Data and Search Engine. Construction Technology, 49(9), 96-99. doi: 10.7672/sgjs2020090096
An Agent-based Approach for Modeling Human-robot Collaboration in Bricklaying
Wu, M.H., Lin, J.R.* (2020). An Agent-based Approach for Modeling Human-robot Collaboration in Bricklaying. 2020 Proceedings of the 37th ISARC, 797-804. Kitakyshu, Japan. doi: 10.22260/ISARC2020/0110
OpenBridgeGraph: Integrating Open Government Data for Bridge Management
Lin, J.R.* (2020). OpenBridgeGraph: Integrating Open Government Data for Bridge Management. 2020 Proceedings of the 37th ISARC, 1255-1262. Kitakyshu, Japan. doi: 10.22260/ISARC2020/0172
Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling
Lin, J.R.*, Hu, Z.Z., Li, J.L., Chen, L.M. (2020). Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling. IEEE Access, 8, 98503-198517. doi: 10.1109/ACCESS.2020.3035214
Data Cleaning for Building Performance Monitoring
Chen, W., Zhang, Y., Lin, J. (2020). Data Cleaning for Building Performance Monitoring. Proceedings of the 6th National Conference on Building Information Modeling, 321-325. China Architecture&Building Press. Taiyuan, China. (in Chinese)
Towards Knowledge Graph for Intelligent Regulations such as Fire Protection Codes
Lin, J.*, Liao, P. (2020). Towards Knowledge Graph for Intelligent Regulations such as Fire Protection Codes. Proceedings of the 6th National Conference on Building Information Modeling, 74-78. China Architecture&Building Press. Taiyuan, China. (in Chinese)
Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking
Zhang, Y.Y., Hu, Z.Z., Lin, J.R.*, Zhang J.P. (2021). Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking. Energy Reports, 7, 1326-1337. doi: 10.1016/j.egyr.2021.02.044
An Approach to Twinning and Mining Collaborative Network of Construction Projects
Lin, J.R.*, Wu D.P. (2021). An Approach to Twinning and Mining Collaborative Network of Construction Projects. Automation in Construction, 125, 103643. doi: 10.1016/j.autcon.2021.103643
Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study
Sobhkhiz, S., Zhou, Y.C., Lin, J.R.*, El-Diraby, T.E. (2021). Framing and Evaluating the Best Practices of IFC-Based Automated Rule Checking: A Case Study. Buildings, 11(10), 456. doi: 10.3390/buildings11100456
Automatic Construction of Building Code Graph for Regulation Intelligence
Zhou, Y.C., Lin, J.R.*, She, Z.T. (2021). Automatic Construction of Building Code Graph for Regulation Intelligence. Proceedings of the 2021 International Conference on Construction and Real Estate Management (ICCREM 2021), 248-254. Beijing, China.
How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach
Wu, M.H., Lin, J.R.*, Zhang, X.H. (2022). How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach. Advanced Engineering Informatics, 52, 101589. doi: 10.1016/j.aei.2022.101589
Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking
Zhou, Y.C., Zheng, Z., Lin, J.R.*, Lu, X.Z. (2022). Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking. Computers in Industry, 142, 103746. doi: 10.1016/j.compind.2022.103746
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