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S&T Project 20012 Final Report: Machine Condition Monitoring

Published by Bureau of Reclamation | Department of the Interior | Catalog Last Checked: April 18, 2026 at 01:15 AM | Dataset Last Updated: November 28, 2023 at 12:05 AM
Previous research in machine condition monitoring produced and refined a system which quantifies generator operation characteristics. This system has helped Reclamation facilities better predict maintenance requirements, avoiding several million dollars of unnecessary, unscheduled outage costs. This research effort focused on expanding functionality and incorporating new condition monitoring tools which add valuable insights for use in condition-based maintenance and allowing offline analysis of collected data and sharing of data with data aggregators for deeper and longer-term analysis. Increased adoption and use of machine condition monitoring inside reclamation and sharing of the technology outside Reclamation was also a goal.

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