Leveraging Predictive Analytics to Assess 7th Fleet Sustainment

Abstract

Increasing operational availability through logistics readiness is critical to ensure maximum safety and capability of forward-deployed ships. The increased operational tempo that forward-deployed ships encounter causes high-impact failures that affect operational availability and the commanders decision-making process. As forward-deployed 7th Fleet ships encounter casualties, unacceptable operational impacts such as out-of-stock or redlines occur. Repair rates may be improved by leveraging predictive analytics to understand failure data. Critical systems such as propulsion, communications, or radar are our primary focus. Areas for optimization are identified through statistical analysis of data that we have collected from 7th Fleet organizations such as NAVSUP, NAVSUP WSS, NAVSEA, CTF-73, and SURFGRUWESTPAC.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2020
Accession Number
AD1114722

Entities

People

  • Edwin J Stevens

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Additive Manufacturing
  • Big Data
  • Data Analysis
  • Data Mining
  • Data Science
  • Department Of Defense
  • Experimental Design
  • Graphical User Interface
  • Humanitarian Assistance
  • Information Science
  • Information Warfare
  • Link Analysis
  • Logistics
  • Manufacturing
  • Military Operations
  • Naval Operations
  • Navy
  • Network Science
  • Operations Research
  • Predictive Analytics
  • Statistical Analysis
  • Supply Chain
  • Teamwork
  • United States

Fields of Study

  • Environmental science

Readers

  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Joint Military Operations and Doctrine.
  • Logistics and Supply Chain Management.