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  • Predicting jet engine component wear to enable proactive fleet maintenance 

    Shirey, Eamonn Samuel. (Massachusetts Institute of Technology, 2019)
    The principle driver of maintenance costs for commercial jet engines is the replacement of components that, upon inspection, are determined to be damaged beyond their repairable limits. In order to better predict the ...
  • Improving project timelines using Al / ML to detect forecasting errors 

    Goldberg, DavidM.B.A.Sloan School of Management. (Massachusetts Institute of Technology, 2019)
    This project focuses on the creation of a novel tool to detect and flag potential errors within Amgen's capacity management forecast data, in an automated manner using statistical analysis, artificial intelligence and ...
  • Modeling manufacturing on-time delivery 

    Collins, Jennifer(Jennifer Arlene Lill) (Massachusetts Institute of Technology, 2019)
    Historically, Company X has undertaken multiple projects to improve On-time Delivery (OTD) goals but not all of these have resulted in significantly improved performance. As a government contractor, Company X is evaluated ...

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