2024.1-2027.12: Data- and Knowledge-Driven Detection and Optimziation of Temporal Spatial Conflicts in Complex MEP Systems
NSFC Project, National Science Foundation of China, 2024
Construction of mechanical, electrical, plumbing (MEP) systems usually faces various temporal-spatial conflicts such as spatial collisions, schedule conflicts, and the current design detailing approach fails in improving the quality of construction and building services due to faulty detection and low optimization efficiency. The key challenges are lack of mechanism for efficient representation of various design knowledges and for accurate conflict detection, thus no efficient methods are available for detection and optimization of temporal-spatial conflicts in multidisciplinary design. Outcomes of this project are the mechanism for novel mechanism and methods for efficient knowledge representation and extraction as well as accurate detection and optimization of temporal-spatial conflicts, which is of great importance for intelligent design and the promotion of construction quality and efficiency.
I’m the Principal Investigator of this project.
Related Publications:
A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes
Zheng, Z., Zhou, Y.C., Chen, K.Y., Lu, X.Z., She, Z.T., Lin, J.R.* (2024). A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes. Engineering Applications of Artificial Intelligence, 127, 107207. doi: 10.1016/j.engappai.2023.107207
A New Interaction Paradigm for Architectural Design Driven by Large Language Model: Proof of Concept with Rhino7
Jiang, C., Zheng, Z., Liang, X., Lin, J.R.*, Ma, Z., Lu, X.Z. (2024). A New Interaction Paradigm for Architectural Design Driven by Large Language Model: Proof of Concept with Rhino7. Journal of Graphics, 45(03), 594-600. doi:10.11996/JG.j.2095-302X.2024030594
Automatic Function Extraction and Analysis for Interpreting Complex Rules from Building Codes
Lu, J.Z., Cao, X.Y., Zheng, Z., Lu, X.Z., Lin, J.R.* (2024). Automatic Function Extraction and Analysis for Interpreting Complex Rules from Building Codes. Engineering Mechanics, xx(x), xx-xx. doi: 10.6052/j.issn.1000-4750.2023.11.0850 (online first)
Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model
Han, J., Zheng, Z., Lu, X.Z., Chen, K.Y., Lin, J.R.* (2024). Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model. International Journal of Disaster Risk Reduction, 109, 104574. doi: 10.1016/j.ijdrr.2024.104574
Leave a Comment