2019.1-2020.12:算法驱动的自适应交互式建筑能耗治理
清华大学-多伦多大学联合基金, 清华大学, 2019
本研究综合应用认知计算、机器学习、BIM等技术,提出一套综合考虑在室人员舒适性与建筑节能目标的交互式建筑能耗调控、治理方法。
本研究由本人及多伦多大学Tamer El-Diraby教授共同负责。
相关论著发表情况:
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
基于搜索大数据的 BIM 发展现状与趋势分析
林佳瑞*, 陈广峰. (2020). 基于搜索大数据的 BIM 发展现状与趋势分析. 施工技术, 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, 198503-198517. doi: 10.1109/ACCESS.2020.3035214
建筑能耗大数据清洗与案例研究
陈旺,张云翼 林佳瑞. (2020). 建筑能耗大数据清洗与案例研究. 第六届全国 BIM 学术会议论文集, 321-325. 中国建筑工业出版社. 中国, 太原.
面向法规智能的消防规范图谱构建及应用初探
林佳瑞*, 廖磐宇. (2020). 面向法规智能的消防规范图谱构建及应用初探. 第六届全国 BIM 学术会议论文集, 74-78. 中国建筑工业出版社. 中国, 太原.
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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