Artificial Intelligence Methods for the Construction and Management of Buildings
Методы искусственного интеллекта для строительства и управления зданиями
2023-10-26
SCID: 54.1/ef6cd4zh
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3D building modelingartificial intelligence in constructioncomputer visionmachine learningunmanned aircraft systems
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Abstract (AI)
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.
Key Findings
1
A Scopus and Web of Science review covering the early 1990s through the end of 2022 was conducted using generalization as the main method.
2
AI complements human intelligence and analytical capabilities through technologies including 3D building modeling, machine learning, computer vision, and planning.
3
Knowledge-based systems, natural-language automatic programming, robotics, adaptive strategies, genetic algorithms, and unmanned aircraft systems support construction evaluation and management.
4
The review identifies continued prospects for applying AI to building design, equipment utilization, maintenance, and broader construction operations.
5
The study reviews AI applications across construction stages to improve process safety and optimize building delivery and management.
Research Object
Scientific publications on the use of artificial intelligence in construction and construction-process optimization
Research Subject
The possibilities and safety benefits of applying AI methods at various stages of construction
Publication Details
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2023-10-26
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References available in scid.ai3
Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges2021
Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications2022
Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenario: Recent Advancements and Future Trends2023