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A framework for offsite construction manufacturing process improvement through digitalization and automated real-time data collection
DownloadFall 2022
This thesis proposes methods to apply real-time data to improve manufacturing operations in offsite construction using a combination of tools such as simulation, machine learning, and exploratory data analysis. These methods are applied to increase flexibility in operations and digitalize the...
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A framework to automate physical demand analysis based on artificial intelligence and motion capture for workplace safety improvement
DownloadFall 2022
Workers' safety and productivity and its affecting factors, such as ergonomics, are essential aspects of construction projects. Applying ergonomics and realizing the connections among workers and their assigned tasks have indicated a decrease in workers' injuries and discomforts, a beneficial...
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System State Analysis Using Value Stream Mapping, Discrete Event Simulation, and Fuzzy Logic
DownloadFall 2022
Offsite construction (OSC) is a construction method commonly used for its benefits in improving quality, saving costs, and decreasing delivery time. Research on OSC production covers a wide range of applications, methodologies, and approaches, as attempts to optimize different aspects of any...