Hazem Elzarka
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About
Professor Hazem Elzarka is a faculty member at the University of Cincinnati in the United States. His research focuses on machine learning applications in construction management, infrastructure condition assessment, and sustainable water development. Notable recent articles include studies on bridge condition prediction models, subcontractor selection processes, and innovative inspection methodologies. His work significantly contributes to advancing safety and efficiency in construction practices.
Articles (10)
Year:
2024
Year:
2023
Year:
2023
Addressing safety risks in construction is an ongoing priority, and integrating safety considerations into construction scheduling is a crucial aspect of this effort. A notable challenge is the safety risk posed by concurrent tasks, which has received limited attention in prior research. This study aims to address this research gap by introducing a novel Building Information Modeling (BIM)-based model that assesses the increased hazardousness resulting from overlapping construction activities. Historically, research has predominantly focused on individual task safety, with less emphasis on the risks associated with overlapping activities. Our innovative approach introduces the concept of a ‘source–target’ match, which evaluates the degree of hazardousness escalation when activities overlap. Drawing on data from the Occupational Safety and Health Administration (OSHA) and the National Institute for Occupational Safety and Health (NIOSH) fatal accident reports, we extracted 11 hazardous and 9 susceptibility attributes to build a source–target match table. This table reveals the characteristics of activities that generate hazardous conflicts when overlapping. The key contribution of this research is the assessment, prioritization, and visualization of risk levels in a BIM environment. This framework empowers safety managers to proactively address safety risks resulting from overlapping construction activities, ultimately reducing accidents in the construction industry. By shedding light on this overlooked aspect of construction safety, our research highlights the importance of integrating safety considerations into construction scheduling and provides a practical tool for mitigating risks, enhancing workplace safety, and ultimately improving project outcomes.
Year:
2023
Year:
2023
Year:
2022
Year:
2021
Year:
2021
Year:
2021
Year:
2020
Collaborators (2)
Khashayar Ghorab
University of Calgary
Debaditya Chakraborty
Assistant Professor
University of Texas at San Antonio
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