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Search Publications by: Rachael Sexton (Fed)

Displaying 26 - 28 of 28

Developing Maintenance Key Performance Indicators from Maintenance Work Order Data

June 19, 2018

Author(s)

Michael P. Brundage, Thurston B. Sexton, Katherine C. Morris, Sascha A. Moccozet, Michael L. Hoffman

Hybrid Datafication of Maintenance Logs from AI-Assisted Human Tags

January 15, 2018

Author(s)

Thurston B. Sexton, Michael P. Brundage, Michael L. Hoffman, Katherine C. Morris

One of the main challenges of applying AI to some datasets derives from the datasets themselves being unstructured, unclear, and ambiguous. Furthermore, the insights that are to be gained reflect the quality of the data itself; if the data is skewed, so

Semi-Autonomous Labeling of Unstructured Maintenance Log Data for Diagnostic Root Cause Analysis

September 7, 2016

Author(s)

Michael E. Sharp, Thurston B. Sexton, Michael P. Brundage

To facilitate root cause analysis in the manufacturing in- dustry, maintenance technicians often ll out \maintenance tickets" to track issues and corresponding corrective actions. A database of these maintenance-logs can thus provide problem descriptions