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利用模糊 TOPSIS 对建筑 4.0 技术进行评估:可持续性与弹性、幸福感、生产力、安全性和完整性的比较。

Construction 4.0 technology evaluation using fuzzy TOPSIS: comparison between sustainability and resiliency, well-being, productivity, safety, and integrity.

机构信息

Faculty of Civil Engineering Technology, Universiti Malaysia Pahang Al-Sultan Abdullah, 26300, Kuantan, Malaysia.

Faculty of Graduate Studies, Daffodil International University, 1341, Dhaka, Bangladesh.

出版信息

Environ Sci Pollut Res Int. 2024 Feb;31(10):14858-14893. doi: 10.1007/s11356-024-31862-9. Epub 2024 Jan 29.

Abstract

This study aims to compare the impact of Construction 4.0 technologies on different organizational core values, focusing on sustainability and resiliency, well-being, productivity, safety, and integrity. To achieve that aim, the study objectives are the following: (i) identify the critical Construction 4.0 technologies between core values; (ii) appraise overlapping critical Construction 4.0 technologies between core values; (iii) examine the ranking performance of Construction 4.0 technologies between core values; and (iv) analyze the interrelationships between Construction 4.0 technologies and core values. First, twelve Construction 4.0 technologies were identified from a national strategic plan. Then, the fuzzy technique for order of preference by similarity to ideal solution (TOPSIS) that incorporates subjective and objective weights was used to evaluate the impact of the Construction 4.0 technologies on the five core values. Finally, the collected data was analyzed using the following techniques: fuzzy TOPSIS, normalization, overlap analysis, agreement analysis, sensitivity analysis, ranking comparison, and Spearman correlation. The study findings reveal four critical Construction 4.0 technologies that enhance all five core values: building information modeling (BIM), Internet of Things (IoT), big data and predictive analytics, and autonomous construction. Also, there is a high agreement on the Construction 4.0 technologies that enhance well-being and productivity. Lastly, artificial intelligence (AI) has the highest number of very strong relationships among the core values. The originality of this paper lies in its comprehensive comparison of the impact of Construction 4.0 technologies on multiple organizational core values. The study findings provide valuable insights in making strategic decisions in adopting Construction 4.0 technologies.

摘要

本研究旨在比较建筑 4.0 技术对不同组织核心价值观的影响,重点关注可持续性和弹性、幸福感、生产力、安全性和完整性。为了实现这一目标,本研究的目标如下:(i)确定核心价值观之间的关键建筑 4.0 技术;(ii)评估核心价值观之间重叠的关键建筑 4.0 技术;(iii)检验建筑 4.0 技术在核心价值观之间的排名表现;(iv)分析建筑 4.0 技术与核心价值观之间的相互关系。首先,从国家战略计划中确定了十二项建筑 4.0 技术。然后,使用模糊逼近理想解排序法(TOPSIS),该方法结合了主观和客观权重,来评估建筑 4.0 技术对五个核心价值观的影响。最后,使用以下技术对收集到的数据进行分析:模糊 TOPSIS、归一化、重叠分析、一致性分析、敏感性分析、排名比较和 Spearman 相关分析。研究结果表明,有四项关键的建筑 4.0 技术可以增强所有五个核心价值观:建筑信息模型(BIM)、物联网(IoT)、大数据和预测分析以及自主施工。此外,在增强幸福感和生产力方面,建筑 4.0 技术的一致性很高。最后,人工智能(AI)在核心价值观之间具有最强的关系数量。本文的创新性在于全面比较了建筑 4.0 技术对多个组织核心价值观的影响。研究结果为在采用建筑 4.0 技术时做出战略决策提供了有价值的见解。

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