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Review
. 2023 Oct 26;23(21):8740.
doi: 10.3390/s23218740.

Artificial Intelligence Methods for the Construction and Management of Buildings

Affiliations
Review

Artificial Intelligence Methods for the Construction and Management of Buildings

Svetlana Ivanova et al. Sensors (Basel). .

Abstract

Artificial intelligence covers a variety of methods and disciplines including vision, perception, speech and dialogue, decision making and planning, problem solving, robotics and other applications in which self-learning is possible. The aim of this work was to study the possibilities of using AI algorithms at various stages of construction to ensure the safety of the process. The objects of this research were scientific publications about the use of artificial intelligence in construction and ways to optimize this process. To search for information, Scopus and Web of Science databases were used for the period from the early 1990s (the appearance of the first publication on the topic) until the end of 2022. Generalization was the main method. It has been established that artificial intelligence is a set of technologies and methods used to complement traditional human qualities, such as intelligence as well as analytical and other abilities. The use of 3D modeling for the design of buildings, machine learning for the conceptualization of design in 3D, computer vision, planning for the effective use of construction equipment, artificial intelligence and artificial superintelligence have been studied. It is proven that automatic programming for natural language processing, knowledge-based systems, robots, building maintenance, adaptive strategies, adaptive programming, genetic algorithms and the use of unmanned aircraft systems allow an evaluation of the use of artificial intelligence in construction. The prospects of using AI in construction are shown.

Keywords: artificial intelligence; construction objects; digital twins.

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Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Key problems of the modern construction industry.
Figure 2
Figure 2
Types of AI and their use.
Figure 3
Figure 3
Statistics of accidents in the building sector: 1—falls from a height; 2—bruises; 3—electric shock; 4—entrapment; and 5—the rest.
Figure 4
Figure 4
Application of blockchain technology in the building sector (management of supply chains).

References

    1. Choi S.D., Guo L., Kim J., Xiong S. Comparison of fatal occupational injuries in construction industry in the United States, South Korea, and China. Int. J. Ind. Ergon. 2019;71:64–74. doi: 10.1016/j.ergon.2019.02.011. - DOI
    1. Pan Y., Zhang L. Roles of artificial intelligence in construction engineering and management: A critical review and future trends. Autom. Constr. 2021;122:103517. doi: 10.1016/j.autcon.2020.103517. - DOI
    1. Zeng L., Li R.Y.M. Construction safety and health hazard awareness in Web of Science and Weibo between 1991 and 2021. Saf. Sci. 2022;152:105790. doi: 10.1016/j.ssci.2022.105790. - DOI
    1. Abioye S., Oyedele L.O., Akanbi L., Ajayi A., Delgado J.M.D., Bilal M., Olugbenga O.A., Ahmed A. Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges. J. Build. Eng. 2021;44:103299. doi: 10.1016/j.jobe.2021.103299. - DOI
    1. Chien C.F., Dauzère-Pérès S., Huh W.T., Jang Y.J., Morrison J.R. Artificial intelligence in manufacturing and logistics systems: Algorithms, applications, and case studies. Int. J. Prod. Res. 2020;58:2730–2731. doi: 10.1080/00207543.2020.1752488. - DOI

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