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Browsing by Author "He, Peter"
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Data Analytics Methods for Supply Chain Risk Management with Applications in Transportation and Manufacturing Safety
Mehdizadeh, Amir (2021-12-06)
Supply chain management aims to understand and explain how organizations should collaborate within a chain to improve the overall competitiveness of the chain and smooth the flow of the money, material, and information ...
Data-Driven Systems Engineering Techniques for Advanced Manufacturing
Suthar, Kerul (2021-07-19)
This dissertation presents research performed in the area of data-driven systems engineering to address some challenges of existing sensing and modeling technologies when applied in the emerging field of advanced manufacturing. ...
Fault Detection in Pressure Swing Adsorption Systems
Amiri, Farshad (2019-04-16)
Over the years, there has been a consistent increase in the amount of data collected by systems and processes in many different industries and fields. On the other hand, there is a growing push towards revealing and ...
Hybrid Machine Learning Techniques for Manufacturing and Beyond
Lee, Jangwon (2021-07-19)
This dissertation presents research performed to develop a novel soft sensor, feature space process monitoring, and domain knowledge-based path analysis for manufacturing and healthcare industries.
In recent years, as ...
Systems Engineering-assisted Machine Learning for Biomedical Applications
Yousefi Zowj, Farnaz (2024-05-03) ETD File Embargoed
In recent years, advancements in biomedical technology have led to the accumulation of vast amounts of healthcare data. Machine learning (ML) algorithms are now employed to extract valuable insights from data. However, the ...