Predictive Maintenance

Abstract

This effort performs research on AI, deep learning, and predictive analytics to forecast major issues on current and future platforms which enables the Army to respond to upcoming failures. Focus will be to identify component failure relationships to principal end items for prediction of critical failure prior to corrective maintenance and reactive supply chain requisitions. Research will increase efficiency, decrease fleet operating and sustainment costs for equipment platforms, and reduce the time and costs associated with repair part requisition, management and transportation.

Document Details

Document Type
Accomplishment
Publication Date
Oct 01, 2022
Source ID
3832ce72ec0c2933078313c320ffea4d

Tags

Readers

  • Logistics and Supply Chain Management.
  • Military Science and Technology Research and Modernization.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy

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