革命建筑:在可持续建筑项目中实施人工智能的前沿决策模型
Ahmed Farouk Kineber1,2, Nehal Elshaboury3, Ayodeji Emmanuel Oke4
1College of Project Management, Built Environment, Asset & Maintenance Management, School of Engineering and Technology, Central Queensland University, Melbourne, Australia.
人工智能 (AI) 在建筑中的采用主要是由技术,进步和知识驱动的. 这些因素有助于改善建筑行业的项目完成,可持续性和安全性.
科学领域:
- 建设管理建设管理.
- 人工智能应用程序 人工智能应用程序
- 技术采用 技术采用
背景情况:
- 建筑行业在采用新技术方面面临着挑战.
- 人工智能 (AI) 为提高效率和安全提供了潜在的解决方案.
- 了解人工智能采用驱动因素对于成功实施至关重要.
研究的目的:
- 确定影响建筑行业采用人工智能的关键驱动因素.
- 评估这些驱动因素对人工智能实施的影响.
- 为利益相关者提供有关有效利用人工智能的见解.
主要方法:
- 综合文献审查以确定人工智能采用因素.
- 对建筑行业利益相关者进行数据收集的调查.
- 探索性因子分析和部分最小平方结构方程建模 (PLS-SEM).
主要成果:
- 技术,进步和知识成为人工智能采用的主要驱动因素.
- 这些因素直接解释了大约15%的人工智能采用所观察到的影响.
- 人工智能部署显示了提高建筑健康和安全以及项目时间表的潜力.
结论:
- 技术,进步和知识是人工智能在建筑领域采用的重要驱动力.
- 人工智能集成可以在项目成果和安全方面取得重大改进.
- 为决策者和利益相关者推量身定制的战略,以最大限度地利用人工智能的好处.
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