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- 72Simulations
- 68Optimization
- 21Artificial Intelligence
- 16Deep Learning
- 15Reinforcement Learning
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Spring 2023
With rising demands in industry for reliable electrical cable distribution networks comes an inherent need for utility providers to know well the condition of the assets in their network. Heightened expectations from regulators and consumers require methods of reliability assessment to improve...
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A Data-Driven Neural Network Model to Correct Derived Features in a RANS-Based Simulation of the Flow Around a Sharp-Edge Bluff Body
DownloadSpring 2023
In this dissertation, a machine-learning method is utilized to enhance the accuracy of wake parameters calculated by Reynolds Averaged Navier Stokes (RANS) k-ω SST model of flow on and around wall-mounted rectangular cylinders. Using high-quality results from Large Eddy Simulation (LES), this...
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Fall 2014
Connected Vehicle (CV) technology is a promising advancement that has the potential to improve traffic safety and traffic efficiency, and support other Intelligent Transportation Systems (ITS) applications through facilitating vehicle-to-vehicle and vehicle-to-infrastructure communication. Since...
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Fall 2021
Mohammadhosseinzadeh Golabchi, Hamidreza
Considering the high rates of labor resources in construction projects clearly indicates the importance of appropriate labor resource management methods. Accurate labor resource allocation is a substantial step towards successful labor resource management. With the recent developments in the area...
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A Framework for Associating Mobile Devices to Individuals Based on Identification of Motion Events
DownloadFall 2020
The ubiquity of the Internet-of-Things (IoT) devices in everyday life allows various sensors to be utilized in networked systems for solving a number of real-world problems. Models utilizing specific sensing modalities achieve impressive performance in understanding human activity and are used in...
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A Framework for Design of Panelized Wood Framing Prefabrication Utilizing Multi-panels and Crew Balancing
DownloadSpring 2014
The construction industry is highly competitive and continually striving towards improving its performance in terms of time, cost, quality, and safety. Improved performance is essential to survival in today’s construction market. In this regard, measuring productivity can facilitate improved...
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Fall 2021
The management of project documentation involves processing a large amount of important information embedded in different contract and project specification documents. Although contract-related documentation is critical for effective information flow and—in turn—successful project management, it...
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Fall 2014
This research focuses on the accounts payable function in construction firms. The cash conversion cycle includes accounts payable and accounts receivable support functions. Research objectives focus on mapping the existing accounts payable processes in construction, building a model to represent...
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Fall 2013
Construction project costs are exchanged in the form of large numbers of purchase orders, which translates into many thousands of invoices. In typical contractual relationships, these invoices are exchanged between all parties involved in a construction project, including owners, engineers,...
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Fall 2020
The municipal drainage system is a key component of every modern city’s infrastructure. However, as the drainage system ages, its pipes gradually deteriorate at rates that vary based on the conditions of utilization (i.e., intrinsic conditions) and other extrinsic factors such as the presence of...