RESEARCH AND APPLICATION OF INTELLIGENT DESIGN REVIEW

被引:0
|
作者
Lin J.-R. [1 ]
Zhou Y.-C. [1 ]
Zheng Z. [1 ]
Lu X.-Z. [1 ]
机构
[1] Department of Civil Engineering, Tsinghua University, Beijing
来源
Gongcheng Lixue/Engineering Mechanics | 2023年 / 40卷 / 07期
关键词
building information modelling; compliance checking; development path; intelligent design review; knowledge reasoning; review;
D O I
10.6052/j.issn.1000-4750.2021.11.0908
中图分类号
学科分类号
摘要
Design review, i.e., design compliance checking, is a key step to ensure the safety, environmental protection, comfort, and compliance of a design. To address the problem of high cost, subjectivity, low efficiency and error-proneness of manual checking of building designs, intelligent design review (e.g., automated compliance checking) has been proposed and widely studied and applied. This research provides a comprehensive review of the research and application progress of intelligent design review in recent years, establishes its theoretical research framework, and systematically summarizes the development path of its application. Currently, researches are mainly focusing on the computability of drawings (or designs solutions) and computability & reasoning of regulations (or knowledge). The application of intelligent design review can be classified into three aspects: digitization, perceptual intelligence and cognitive intelligence. Among them, digitization is the foundation of the design review process, perceptual intelligence supports automatic CAD drawing recognition and model reconstruction, while cognitive intelligence makes it possible for knowledge reasoning and computation. Finally, this research points out that the intelligent design review is in the ascendant stage, and it still faces huge challenges in terms of model semantic extending, complex knowledge representation, performance-based design review and algorithm robustness & transparency. © 2023 Tsinghua University. All rights reserved.
引用
收藏
页码:25 / 38
页数:13
相关论文
共 101 条
  • [1] NAWARI N O., Building information modeling: Automated code checking and compliance processes, (2018)
  • [2] LIN Jiarui, GUO Jianfeng, BIM-based automatic compliance checking, Journal of Tsinghua University (Science and Technology), 60, 10, pp. 873-879, (2020)
  • [3] ZHANG J, EL-GOHARY N M., Integrating semantic NLP and logic reasoning into a unified system for fully-automated code checking [J], Automation in Construction, 73, pp. 45-57, (2017)
  • [4] BEACH T H, HIPPOLYTE J L, REZGUI Y., Towards the adoption of automated regulatory compliance checking in the built environment, Automation in Construction, 118, (2020)
  • [5] ISMAIL A S, ALI K N, IAHAD N A., A Review on BIM-based automated code compliance checking system [C], Proceedings of the 5th International Conference on Research and Innovation in Information Systems (ICRIIS), pp. 1-6, (2017)
  • [6] FENVES S J., Tabular decision logic for structural design, Journal of the Structural Division, 92, 6, pp. 473-490, (1966)
  • [7] GARRETT J H, FENVES S J., A knowledge-based standards processor for structural component design [J], Engineering with Computers, 2, 4, pp. 219-238, (1987)
  • [8] DELIS E A, DELIS A., Automatic fire-code checking using expert-system technology, Journal of Computing in Civil Engineering, 9, 2, pp. 141-156, (1995)
  • [9] HAN C S, KUNZ J C, LAW K H., A hybrid prescriptive/performance based approach to automated building code checking [C], International Computing Congress, pp. 537-548, (1998)
  • [10] DING L, DROGEMULLER R, ROSENMAN M, Et al., Automating code checking for building designs -Design check, Clients Driving Innovation: Moving Ideas into Practice, pp. 1-16, (2006)