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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...

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Autores principales: Ivanova, Svetlana, Kuznetsov, Aleksandr, Zverev, Roman, Rada, Artem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650802/
https://www.ncbi.nlm.nih.gov/pubmed/37960440
http://dx.doi.org/10.3390/s23218740
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author Ivanova, Svetlana
Kuznetsov, Aleksandr
Zverev, Roman
Rada, Artem
author_facet Ivanova, Svetlana
Kuznetsov, Aleksandr
Zverev, Roman
Rada, Artem
author_sort Ivanova, Svetlana
collection PubMed
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.
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spelling pubmed-106508022023-10-26 Artificial Intelligence Methods for the Construction and Management of Buildings Ivanova, Svetlana Kuznetsov, Aleksandr Zverev, Roman Rada, Artem Sensors (Basel) Review 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. MDPI 2023-10-26 /pmc/articles/PMC10650802/ /pubmed/37960440 http://dx.doi.org/10.3390/s23218740 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Ivanova, Svetlana
Kuznetsov, Aleksandr
Zverev, Roman
Rada, Artem
Artificial Intelligence Methods for the Construction and Management of Buildings
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 Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650802/
https://www.ncbi.nlm.nih.gov/pubmed/37960440
http://dx.doi.org/10.3390/s23218740
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