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Waqar A. Intelligent decision support systems in construction engineering: An artificial intelligence and machine learning approaches. EXPERT SYSTEMS WITH APPLICATIONS 2024; 249:123503. [DOI: 10.1016/j.eswa.2024.123503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Althoey F, Waqar A, Hamed Alsulamy S, Khan AM, Alshehri A, Idris Falqi I, Abuhussain M, Awad Abuhussain M. Influence of IoT implementation on Resource management in construction. Heliyon 2024; 10:e32193. [PMID: 39170580 PMCID: PMC11336263 DOI: 10.1016/j.heliyon.2024.e32193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 02/29/2024] [Accepted: 05/29/2024] [Indexed: 08/23/2024] Open
Abstract
The desire to increase resource management efficacy in the construction sector is expanding because of measures to reduce costs, boost productivity, and minimize environmental impact. The Internet of Things (IoT) has the potential to alter resource management in the construction sector by delivering real-time data and insights that may assist decision-makers in optimizing resource allocation and usage. Incorporating Internet of Things (IoT) technology into the construction sector will be investigated in this study to discover how resource management is affected. The aim of the study is to identify the essential aspects that promote optimal IoT integration and to investigate how IoT may influence resource management. The relations between variables and their fundamental elements are investigated using structural equation modelling (SEM). In the context of building projects, the study analyses how IoT integration influences resource allocation and utilization, real-time monitoring, and proactive maintenance. The building sector in Malaysia provides concepts on IoT in resource management. Based on this research's outcomes, there is a distinct association between the utilization of IoT technology and effective resource management in the construction sector. IoT adoption is affected by a multiplicity of issues, including data analytics, data security and privacy, integration and interoperability, scalability, and flexibility. This study contributes to addressing considerable gaps in the corpus of information on IoT technology integration in the construction sector. It analyses how IoT may effect resource management, emphasizing how IoT technology may enhance the efficacy of human, mechanical, and material resources.
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Affiliation(s)
- Fadi Althoey
- Department of Civil Engineering, College of Engineering, Najran university, Najran, Saudi Arabia
| | - Ahsan Waqar
- University of Lahore, Gujrat Campus, Jalalpur Jattan Road, Gujrat 50700, Punjab, Pakistan
| | - Saleh Hamed Alsulamy
- Department of Architecture and Planning, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia
| | - Abdul Mateen Khan
- Department of Civil Engineering, International Islamic University, Islamabad, 44000, Pakistan
| | - Abdullah Alshehri
- Department of Civil and Environmental Engineering, College of Engineering, Majmaah University, Al-Majmaah, 11952, Saudi Arabia
| | - Ibrahim Idris Falqi
- Department of Civil Engineering, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia
| | - Maher Abuhussain
- Department of Construction Engineering, College of Engineering in Al-Qunfudah, Umm Al-Qura University, Mecca, Saudi Arabia
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Waqar A, Shafiq N, Othman I, Alsulamy SH, Alshehri AM, Falqi II. Deterrents to the IoT for smart buildings and infrastructure development: A partial least square modeling approach. Heliyon 2024; 10:e31035. [PMID: 38803969 PMCID: PMC11128861 DOI: 10.1016/j.heliyon.2024.e31035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 05/29/2024] Open
Abstract
Implementing Internet of things (IoT) technology in the context of intelligent buildings and infrastructure development has garnered significant attention within the construction sector. Nonetheless, the implementation of IoT could be improved by assessing various barriers. The purpose of this study was to examine the obstacles related to the adaptation of IoT techniques within the construction sector, as well as the effects on the advancement of intelligent building and infrastructure systems. The study employed a mixed-method approach involving exploratory factor analysis (EFA) and structural equation modeling (SEM) to determine six types of barriers: knowledge, technical, standardization, creativity, complexity, and economics. The study revealed that the implementation of IoT for developing smart construction and infrastructure in the construction sector was significantly influenced by all six constructs. The results of this study offer significant ramifications for the field. The study underscores the necessity for heightened consciousness and instruction regarding the advantages of implementing IoT. The study posits that the technical barriers, including interoperability, modernization of legacy infrastructure, and coordination and collaboration difficulties, require attention from the industry. The study highlights the significance of establishing industry-wide standards and protocols for implementing IoT and regulatory and legal frameworks. Finally, the study underscores the necessity for augmented funding and financing options for IoT endeavors. Subsequent study endeavors may expand upon the present findings by delving into the barriers encountered by alternative sectors and nations and assessing the efficacy of the suggested measures in this investigation.
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Affiliation(s)
- Ahsan Waqar
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Is-kandar, Tronoh, Perak, 32610, Malaysia
| | - Nasir Shafiq
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Is-kandar, Tronoh, Perak, 32610, Malaysia
| | - Idris Othman
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Is-kandar, Tronoh, Perak, 32610, Malaysia
| | - Saleh Hamed Alsulamy
- Department of Architecture and Planning, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia
| | - Abdullah Mohammed Alshehri
- Department of Civil and Environmental Engineering, College of Engineering, Majmaah University, Al-Majmaah, 11952, Saudi Arabia
| | - Ibrahim Idris Falqi
- Department of Civil Engineering, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia
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Waqar A, Shafiq N, Bheel N, Benjeddou O, Hamah Sor N, Hu JW, Najm HM, Almujibah HR. Modeling of success factors of using PU coats in concrete construction projects. Heliyon 2024; 10:e28908. [PMID: 38601646 PMCID: PMC11004573 DOI: 10.1016/j.heliyon.2024.e28908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 03/02/2024] [Accepted: 03/26/2024] [Indexed: 04/12/2024] Open
Abstract
Polyurea coatings are well recognized for their remarkable protective properties, making them highly appropriate for practical use in the field of concrete building. The use of polyurea coatings in the concrete building business is currently constrained, despite its prevalent application in industrialized nations. The limited use may be ascribed to ambiguities about the determinants of effective implementation in this particular setting, as well as the dearth of extensive study in the realm of new building materials. The primary objective of this research is to assess and conceptualize the key determinants linked to the use of polyurea coatings in concrete building endeavors. Utilizing a quantitative research approach, a comprehensive literature analysis was conducted to identify a total of 21 probable success variables. The reliability of the questionnaire was established by the administration of a pilot survey, and afterwards, an exploratory factor analysis (EFA) was performed to enhance the clarity and precision of the underlying components. The researchers used structural modeling (SEM) approaches to develop a robust model using the primary data obtained from the questionnaire survey. The EFA revealed the presence of five unique constructs that have an impact on the effectiveness of polyurea coatings in concrete building projects. These constructions comprise several characteristics, including environmental considerations, functional requirements, protective properties, execution processes, and creative elements. The significance and relevance of this research are shown by the validation of the study's results using SEM. The study makes a valuable contribution towards the progression of polyurea coating use within the concrete building sector.
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Affiliation(s)
- Ahsan Waqar
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Tronoh, Perak, 32610, Malaysia
| | - Nasir Shafiq
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Tronoh, Perak, 32610, Malaysia
| | - Naraindas Bheel
- Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Tronoh, Perak, 32610, Malaysia
| | - Omrane Benjeddou
- Department of Civil Engineering, College of Engineering, Prince Sattam Bin Abdulaziz University, Alkharj, 16273, Saudi Arabia
| | - Nadhim Hamah Sor
- Civil Engineering Department, University of Garmian, Kalar 46021, Kurdistan Region, Iraq
- Department of Civil Engineering, Harran University, Sanlıurfa 63510, Turkey
| | - Jong Wan Hu
- Department of Civil and Environmental Engineering, Incheon National University, Incheon 22012, South Korea
- Incheon Disaster Prevention Research Center, Incheon National University, Incheon 22012, South Korea
| | - Hadee Mohammed Najm
- New Era and Development in Civil Engineering Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, Nasiriyah, 64001, Iraq
| | - Hamad R. Almujibah
- Department of Civil Engineering, College of Engineering, Taif University, P.O. Box 11099, Taif City 21974, Saudi Arabia
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