Predicting F-16 Cause Code H MICAP Hours Using JMP Regression Analysis

Abstract

Emergency demands for aircraft parts, MICAPs (Mission Impaired Capability Awaiting Parts) are one of the leading issues affecting mission capability supply rates for fighter aircraft. Cause code H MICAPS, those with a known demand level, but no supply available, are particularly troublesome and difficult to resolve. These MICAPS are due to failures by the supply chain to replenish stock levels within acceptable time limits. Numerous studies have identified a clear need for proactive measures to reduce MICAP hours. This would significantly improve aircraft availability. This study uses regression analysis implemented in JMP software to build models with a goal of predicting future MICAP hours for F-16 cause code H.

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Document Details

Document Type
Technical Report
Publication Date
Mar 25, 2021
Accession Number
AD1128702

Entities

People

  • Scott E. Carr

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Advanced Electronics
  • Air Platforms
  • Ground and Sea Platforms
  • Weapons Technologies

DTIC Thesaurus Topics

  • Abstracts
  • Air Force
  • Aircrafts
  • Bayesian Networks
  • Business Administration
  • Contracts
  • Data Science
  • Databases
  • Electronic Components
  • Factor Analysis
  • Fighter Aircraft
  • Information Processing
  • Information Science
  • Information Systems
  • Logistics
  • Management Personnel
  • Manufacturing
  • Neural Networks
  • Organizational Structure
  • Regression Analysis
  • Supervised Machine Learning
  • Supply Chain
  • Supply Chain Management
  • Surveys

Readers

  • Computational Modeling and Simulation
  • Logistics and Supply Chain Management.