建筑物的建设和管理的人工智能方法
Svetlana Ivanova1,2, Aleksandr Kuznetsov3, Roman Zverev4
1Natural Nutraceutical Biotesting Laboratory, Kemerovo State University, Krasnaya Street 6, 650043 Kemerovo, Russia.
Sensors (Basel, Switzerland)
|November 14, 2023
概括
人工智能 (AI) 通过先进的算法增强建筑安全. 这项研究探讨了从设计到维护,优化流程和改善安全结果的AI应用.
科学领域:
- 建设管理建设管理.
- 人工智能的人工智能
- 机器人技术 机器人技术 机器人技术
背景情况:
- 人工智能 (AI) 涵盖了视觉,语音,决策和机器人等多种方法.
- 人工智能提供了适用于各种学科的自学能力.
- 建筑安全是正在探索人工智能集成的关键领域.
研究的目的:
- 研究人工智能算法的应用在建设过程中,以提高安全性.
- 分析关于人工智能的科学文献,以优化工程流程.
- 确定建筑行业当前和潜在的人工智能用途.
主要方法:
- 使用Scopus和Web of Science数据库 (1990s-2022) 进行系统的文献审查.
- 从相关科学出版物中概括和综合发现.
- 分析人工智能技术,包括3D建模,机器学习,计算机视觉和机器人.
主要成果:
- 人工智能补充了人类在建筑中的智能和分析能力.
- 研究的AI应用包括3D建模,用于设计的机器学习,计算机视觉和设备规划.
- 人工智能技术如自然语言处理,基于知识的系统,机器人和无人驾驶飞机系统都被评估为建筑安全.
结论:
- 人工智能为改善各个施工阶段的安全性提供了重大前景.
- 人工智能集成可以优化建筑过程,从设计概念化到建筑维护.
- 该研究强调了人工智能的潜力,可以彻底改变建筑安全和效率.
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