Prognostics and Predictive Maintenance Data Science and Analytics

Abstract

This effort investigates Predictive Logistics capabilities to enable the Army to execute Unified Action in Multi-Domain Operations (MDO) by 2030. The effort also develops Predictive Logistics methodologies and analytics to inform the design of Army 2040 by delivering Decision Dominance through the integration of Mission Command and Readiness to provide capabilities ahead of need to generate and sustain combat power. As part of the overall Predictive Logistics efforts, research focuses on the tasks, conditions, and standards required to achieve Prognostics and Predictive Maintenance and development of accurate predictions of component and system failures within Army systems. The outcomes provide the Army with greater understanding of when equipment/system performance is degraded or about to be degraded, optimizing Readiness and maximizing combat power.

Document Details

Document Type
Accomplishment
Publication Date
Oct 01, 2025
Source ID
2ed350a6b5a545c1f4a497c133648039

Tags

Fields of Study

  • Computer science

Readers

  • Coastal Oceanography
  • Military Science and Technology Research and Modernization.
  • Software Engineering

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy

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