2023
DOI: 10.3390/su151813862
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A Review on the Way Forward in Construction through Industrial Revolution 5.0

Muhammad Ali Musarat,
Muhammad Irfan,
Wesam Salah Alaloul
et al.

Abstract: The growing concept of Industry 5.0 (IR 5.0) has enhanced the study horizon of the technology-centered Industry 4.0 (IR 4.0) to an intelligent and balanced socioeconomic change powered mutually by people and technologies. The role of humans in the technological revolution is largely focused on IR 5.0, which is already a future trend. IR 4.0’s cyber–physical systems revolution has evolved into IR 5.0, or in other words, from machine-to-machine integration to human-to-machine integration, which is radically alte… Show more

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Cited by 25 publications
(4 citation statements)
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“…This work, when paired with relevant studies, reaffirms the need of feature selection and strong model metrics for cervical cancer diagnosis [24]. A 96% accuracy rate with the random forest model (Figure 5) is consistent with recent advances in malignancy prediction modelling, whereas the tandem graph in Figure 2 corresponds with comparable visualisations employed in comparable studies.…”
Section: Comparison With Related Worksupporting
confidence: 81%
“…This work, when paired with relevant studies, reaffirms the need of feature selection and strong model metrics for cervical cancer diagnosis [24]. A 96% accuracy rate with the random forest model (Figure 5) is consistent with recent advances in malignancy prediction modelling, whereas the tandem graph in Figure 2 corresponds with comparable visualisations employed in comparable studies.…”
Section: Comparison With Related Worksupporting
confidence: 81%
“…Additionally, project teams should be proactive in identifying and addressing emerging trends, challenges, or opportunities that may impact project performance. By staying informed of industry developments, regulatory changes, and technological advancements, teams can adapt their strategies and approaches to ensure that projects remain relevant, effective, and responsive to evolving requirements and stakeholder needs (Musarat et al, 2023). In summary, monitoring and evaluation mechanisms are essential for assessing project performance, tracking progress towards objectives, and identifying opportunities for improvement in energy efficiency projects in HVAC systems.…”
Section: Monitoring and Evaluation Mechanismsmentioning
confidence: 99%
“…Capital and Investments also play a significant role. Funding for research, development, and implementation of advanced technologies is crucial for ongoing innovation [54]. A combination of public and private investments is necessary for sustainable and progressive technology development.…”
Section: Empowering Society 50: Human and Intangible Resourcesmentioning
confidence: 99%