Sloan School of Management
Through innovative research, MIT Sloan faculty create and redefine ideas at the forefront of management theory and practice around the globe.
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Predicting jet engine component wear to enable proactive fleet maintenance
(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
(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
(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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