Artificial Intelligence Methods for the Construction and Management of Buildings
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 al...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-10-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/23/21/8740 |
| _version_ | 1827765427509395456 |
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| author | Svetlana Ivanova Aleksandr Kuznetsov Roman Zverev Artem Rada |
| author_facet | Svetlana Ivanova Aleksandr Kuznetsov Roman Zverev Artem Rada |
| author_sort | Svetlana Ivanova |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-11T11:21:46Z |
| format | Article |
| id | doaj.art-d034ddffcfbb45a99a1ee89249bc83e4 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-11T11:21:46Z |
| publishDate | 2023-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-d034ddffcfbb45a99a1ee89249bc83e42023-11-10T15:11:52ZengMDPI AGSensors1424-82202023-10-012321874010.3390/s23218740Artificial Intelligence Methods for the Construction and Management of BuildingsSvetlana Ivanova0Aleksandr Kuznetsov1Roman Zverev2Artem Rada3Natural Nutraceutical Biotesting Laboratory, Kemerovo State University, Krasnaya Street 6, 650043 Kemerovo, RussiaComputer Engineering Center, Digital Institute, Kemerovo State University, Krasnaya Street 6, 650043 Kemerovo, RussiaDigital Institute, Kemerovo State University, Krasnaya Street 6, 650043 Kemerovo, RussiaDigital Institute, Kemerovo State University, Krasnaya Street 6, 650043 Kemerovo, RussiaArtificial 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.https://www.mdpi.com/1424-8220/23/21/8740artificial intelligenceconstruction objectsdigital twins |
| spellingShingle | Svetlana Ivanova Aleksandr Kuznetsov Roman Zverev Artem Rada Artificial Intelligence Methods for the Construction and Management of Buildings Sensors artificial intelligence construction objects digital twins |
| title | Artificial Intelligence Methods for the Construction and Management of Buildings |
| title_full | Artificial Intelligence Methods for the Construction and Management of Buildings |
| title_fullStr | Artificial Intelligence Methods for the Construction and Management of Buildings |
| title_full_unstemmed | Artificial Intelligence Methods for the Construction and Management of Buildings |
| title_short | Artificial Intelligence Methods for the Construction and Management of Buildings |
| title_sort | artificial intelligence methods for the construction and management of buildings |
| topic | artificial intelligence construction objects digital twins |
| url | https://www.mdpi.com/1424-8220/23/21/8740 |
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