2017.10-2019.12: Spatial Data Analytics for BIM-based Facility Management
Company sponsored, Tsinghua-Glodon Joint Research Center for BIM, 2017
I’m the Principal Investigator of this project, and the objective is to enrich BIM model with topological connections between spaces and equipments, which could be further used for facility management. First, 3D voxelization and voxel-growing are used to automatically detect and reconstruct indoor spaces, and connect them with their surrounding elements. Thus, connections between spaces, equipments could be created and enriched. Finally, data mining is utilized to identify spaces and equipments with high priority during O&M phase. Meanwhile, reconstructed spaces and their connections are also used to find a way to the space where maintenance of equipments is needed.
Related Publications:
Schedule-Resource Trade-off Based on Construction Process Simulation and Simulated Annealing
Lin, J.*, Zhang, J., Zhong, Y. (2014). Schedule-Resource Trade-off Based on Construction Process Simulation and Simulated Annealing. Proceedings of the 17th National Conference on Computer Application in Civil Engineering, 41-46. China Civil Engineering Society. Beijing, China. (in Chinese)
Schedule-resource Trade-off Modeling and Application based on 4D-BIM
Lin, J.*, Zhang, J., Zhong, Y. (2014). Schedule-resource Trade-off Modeling and Application based on 4D-BIM. Journal of Information Technology in Civil Engineering and Architecture, 6(6), 44-49. doi: 10.16670/j.cnki.cn11-5823/tu.2014.06.009 (in Chinese)
A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM
Lin, J., Hu, Z.*, Zhang, J., Yu, F. (2016). A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM. Computer‐Aided Civil and Infrastructure Engineering, 31, 18-33. doi: 10.1111/mice.12151
Visualization and Automatic Verification of a Schedule-Driven 4D Model
Lin, J.*, Zhang, J., He, T., Hu, Z., Yao, F. (2015). Visualization and Automatic Verification of a Schedule-Driven 4D Model. Proceedings of the 15th International Conference on Construction Applications of Virtual Reality. Banff, Alberta, Canada.
Leveraging BIM in Settlement Monitoring and Impact Management for Subway Excavation
Lin, J.*, Zhang, J., Wen, Q., Wang, F. (2015). Leveraging BIM in Settlement Monitoring and Impact Management for Subway Excavation. Proceedings of the 32nd CIB W78 International Conference on Information Technology for Construction, 469-477. Eindhoven, the Netherlands.
Building Layout Optimization based on BIM and Sunlight Simulation
Ruan, Y., He, T.*, Zhang, J., Lin, J. (2015). Building Layout Optimization based on BIM and Sunlight Simulation. Proceedings of the 1st National Conference on Building Information Modeling. Beijing, China. (in Chinese)
Data Conversion and Sharing for Building Performance Analyses based on IFC
Lin, J., Zhang, J.* (2016). Data Conversion and Sharing for Building Performance Analyses based on IFC. Journal of Tsinghua University (Science & Technology), 56(9), 997-1002. doi: 10.16511/j.cnki.qhdxxb.2016.21.057 (in Chinese)
Towards BIM-based Model Integration and Safety Analysis for Bridge Construction
Zhang, X., Lin, J.*, Hu, Z., Zhang, J., Fang, J., Du, S. (2016). Towards BIM-based Model Integration and Safety Analysis for Bridge Construction. Proceedings of the 16th International Conference on Computing in Civil and Building Engineering, 1091-1097. Osaka, Japan.
A Relativity Evaluation Approach to Unstructured Document Integration and Retrieval for Building Information Modeling
Zhang, Y., Zhang, J.*, Liu, Q., Lin, J. (2016). A Relativity Evaluation Approach to Unstructured Document Integration and Retrieval for Building Information Modeling. Proceedings of the 16th International Conference on Computing in Civil and Building Engineering, 936-942. Osaka, Japan.
BIM Application in Owner and EPC Contractor Collaborative Management of a Large-Scale Public Building Project
Wen, Q., Lin, J., Zhang, J.*, Wang, X., Qiu, C. (2016). BIM Application in Owner and EPC Contractor Collaborative Management of a Large-Scale Public Building Project. Proceedings of the 33rd CIB W78 International Conference on Information Technology for Construction. Brisbane, Australia.
A BIM-based Safety Monitoring and Analysis System for a High-speed Railway Bridge
Zhou, Y., Hu, Z.*, Zhang, X., Lin, J. (2016). A BIM-based Safety Monitoring and Analysis System for a High-speed Railway Bridge. Proceedings of the 33rd CIB W78 International Conference on Information Technology for Construction. Brisbane, Australia.
Material Management for Bridge Construction Utilizing BIM- and IoT-based Platform
He, T., Yao, F., Lin, J.*, Zhang, J., Chen, H. (2016). Material Management for Bridge Construction Utilizing BIM- and IoT-based Platform. Proceedings of the 2nd National Conference on Building Information Modeling, 185-189. China Architecture&Building Press. Guangzhou, China. (in Chinese)
Architecture Design of Multi-level BIM Platform for Companies
Lin, J.*, Yang, M., Zhou, Y., Zhang, Y., Zhang, X., Zhang, J. (2016). Architecture Design of Multi-level BIM Platform for Companies. Proceedings of the 2nd National Conference on Building Information Modeling, 195-199. China Architecture&Building Press. Guangzhou, China. (in Chinese)
How Information Technology Can Improve Construction Management for General Contractor: A Case Study
Zhang, Y., Lin, J.*, Zhang J. Fang, D., Hu, Z. (2017). How Information Technology Can Improve Construction Management for General Contractor: A Case Study. Proceedings of the 3rd International Conference on Civil and Building Engineering Informatics & 2017 Conference on Computer Applications in Civil and Hydraulic Engineering (ICCBEI&CCACHE 2017), 22-25. Taipei, Taiwan.
A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud
Zhang, J., Liu, Q., Hu, Z., Lin, J.*, Yu, F. (2017). A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud. Automation in Construction, 81, 180-195. doi: 10.1016/j.autcon.2017.06.021
Operation-level 4D Modeling and Visualization for Modular Building based on Standard Activity Library
Wang, H., Lin, J.*, Zhang, J. (2017). Operation-level 4D Modeling and Visualization for Modular Building based on Standard Activity Library. LC3 2017: Proceedings of the Joint Conference on Computing in Construction (JC3), 841-848. Heraklion, Crete, Greece. https://doi.org/10.24928/JC3-2017/0287
A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance
Peng, Y., Lin, J.R., Zhang, J.P., Hu, Z.Z.* (2017). A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance. Building and Environment, 126, 483-495. doi: 10.1016/j.buildenv.2017.09.030
Ontology-Based Semantic Retrieval Method of Energy Consumption Management
Xiao, Y., Hu, Z.*, Lin, J. (2019). Ontology-Based Semantic Retrieval Method of Energy Consumption Management. Advances in Informatics and Computing in Civil and Construction Engineering, 231-238. Springer International Publishing. Chicago,Illinois, US.
Present and Future of Integrated Applications of BIM, Cloud Computing, Big Data and Internet of Things
Zhang, Y., Lin, J.*, Zhang, J. (2018). Present and Future of Integrated Applications of BIM, Cloud Computing, Big Data and Internet of Things. Journal of Graphics, 39(5), 806-816. doi: 10.11996/JG.j.2095-302X.2018050806
Space Detection and Reconstruction of BIM for Facility Management
Lin, J.*, Zhang, J. (2018). Space Detection and Reconstruction of BIM for Facility Management. Proceedings of the 4th National Conference on Building Information Modeling, 289-293. China Architecture&Building Press. Hefei, China. (in Chinese)
Framework of Building Performance Data Sensing and Service Platform
Zhang, Y., Lin, J.*, Kang, K., Zhang, J. (2018). Framework of Building Performance Data Sensing and Service Platform. Proceedings of the 4th National Conference on Building Information Modeling, 331-335. China Architecture&Building Press. Hefei, China. (in Chinese)
Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration
Lin, J., Zhang, J., Zhang, X., Hu, Z.* (2019). Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration. Advances in Engineering Software, 128, 152-168. doi: 10.1016/j.advengsoft.2018.11.013
Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics
Lin, J.*, Cao, J., Zhang, J., van Treeck, C., Frisch, J. (2019). Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics. Automation in Construction, 103, 26-40. doi: 10.1016/j.autcon.2019.02.007
Classification and Exemplary BIM Models Development of Design Changes
Lin, J.R.*, Zhou, Y.C., Zhang, J.P., Hu, Z.Z. (2019). Classification and Exemplary BIM Models Development of Design Changes. 2019 Proceedings of the 36th ISARC, 122-127. Banff, Alberta, Canada. doi: 10.22260/ISARC2019/0017
A Review on 3D Spatial Data Analytics for Building Information Models
Zhou, Y.W., Hu, Z.Z., Lin, J.R.*, Zhang, J.P. (2020). A Review on 3D Spatial Data Analytics for Building Information Models. Archives of Computational Methods in Engineering, 27(5), 1449-1463. doi: 10.1016/10.1007/s11831-019-09356-6
Automatic MEP Knowledge Acquisition Based on Documents and Natural Language Processing
Leng, S., Hu, Z.Z.*, Luo, Z., Zhang, J.P., Lin, J.R. (2019). Automatic MEP Knowledge Acquisition Based on Documents and Natural Language Processing. Proceedings of the 36th CIB W78 2019 Conference, 800-809. Newcastle, United Kingdom.
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
A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines
Leng, S., Lin, J.R., Hu, Z.Z.*, Shen, X. (2020). A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines. IEEE Access, 8, 90430-90449. doi: 10.1109/ACCESS.2020.2994115
Ontology-based Risk Assessment and Solution During Shield Tunnel Construction
Zhou, Y.C., Lin, J.R. (2020). "Ontology-based Risk Assessment and Solution During Shield Tunnel Construction. Proceedings of the 8th International Conference on Innovative Production and Construction (IPC 2020), 167-177. Hong Kong.
A Framework for the Automatic Integration and Diagnosis of Building Energy Consumption Data
Yuan, S., Hu, Z.Z., Lin, J.R., Zhang Y.Y.* (2021). A Framework for the Automatic Integration and Diagnosis of Building Energy Consumption Data. Sensors, 21(4), 1395. doi: 10.3390/s21041395
Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions
Hu, Z.Z.*, Leng, S., Lin, J.R., Li, S.W., Xiao, Y.Q. (2021). Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions. Archives of Computational Methods in Engineering, 29(1), 335-356. doi: 10.1007/s11831-021-09576-9
Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study
Song, S.Y., Lin, J.R.*, Zhou, Y.C., Ding, W.Q. (2021). Parameterized FEA Model Generation and Simulation of Underground Structures Based on BIM: A Case Study. Proceedings of the ASCE 2021 International Conference on Computing in Civil Engineering (i3CE 2021), 408-416. Orlando, Florida, USA.
Data Cleaning for Prediction and its Evaluation of Building Energy Consumption
Zhang, Y.Y, Hu, Z.Z., Lin, J.R., Zhang, J.P.(2021). Data Cleaning for Prediction and its Evaluation of Building Energy Consumption. 2021 Proceedings of the 38th ISARC, 427-434. Dubai, UAE. doi: 10.22260/ISARC2021/0059
Review on Intelligent Performance Evaluation of Construction Supervisors
Zheng, W., Lin, J.R.*, Yang, C., Yan, K.X., Cheng, Y. (2021). Review on Intelligent Performance Evaluation of Construction Supervisors. Journal of Graphics, 42(6), 1002-1010. doi: 10.11996/JG.j.2095-302X.2021061002
Named Entity Recognition for Automatic Compliance Checking
Zhou, Y.C., Zheng, Z., Lin, J.R.*, Yang, Z.Y., Lu, X.Z. (2021). Named Entity Recognition for Automatic Compliance Checking. the 7th National Conference on Building Information Modeling, 469-473. China Architecture&Building Press. Chongqing, China.
Data Management Framework for Building Energy Consumption
Zhang, Y.Y.*, Hu, Z.Z., Lin, J.R., Zhang, J.P. (2021). Data Management Framework for Building Energy Consumption. the 7th National Conference on Building Information Modeling, 536-540. China Architecture&Building Press. Chongqing, China.
Performanced-based Compliance Checking of Fire Protection Design based on Knowledge Graph
Zheng, Z., Zhou, Y.C., Lin, J.R.*, Huang, K.J., Lu, X.Z. (2021). Performanced-based Compliance Checking of Fire Protection Design based on Knowledge Graph. the 7th National Conference on Building Information Modeling, 474-478. China Architecture&Building Press. Chongqing, China.
Review on Enabling Information Technology for Intelligent Supervision
Lin, C., Cheng, Y., Hu, Z.Z.*, Zhou, H., Lin, J.R., Wang, G.R. (2021). Review on Enabling Information Technology for Intelligent Supervision. the 7th National Conference on Building Information Modeling, 484-488. China Architecture&Building Press. Chongqing, China.
Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web
Wu, L.T, Lin, J.R., Leng, S., Li, J.L., Hu, Z.Z. (2022). Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web. Automation in Construction, 135, 104108. doi: 10.1016/j.autcon.2021.104108
Research and Application of Intelligent Design Review
Lin, J.R.*, Zhou, Y.C., Zheng, Z., Lu, X.Z. (2023). Research and Application of Intelligent Design Review. Engineering Mechanics, 40(7), 25-38. doi: 10.6052/j.issn.1000-4750.2021.11.0908
Leave a Comment