NASA Aviation Safety Program Aircraft Engine Health Management Data Mining Tools Roadmap

Abstract

Aircraft Engine Health Management Data Mining Tools is a project led by NASA Glenn Research Center in support of the NASA Aviation Safety Program's Aviation System Monitoring and Modeling Thrust. The objective of the Glenn-led effort is to develop enhanced aircraft engine health management prognostic and diagnostic methods through the application of data mining technologies to operational data and maintenance records. This will lead to the improved safety of air transportation, optimized scheduling of engine maintenance, and optimization of engine usage. This paper presents a road map for achieving these goals.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 2000
Accession Number
ADA376621

Entities

People

  • Claudia Meyer
  • Donald L. Simon
  • Hans Depold
  • J. R. Curtiss
  • Jonathan Litt

Organizations

  • National Aeronautics and Space Administration

Tags

Communities of Interest

  • Air Platforms
  • Biomedical

DTIC Thesaurus Topics

  • Accidents
  • Aircraft Engines
  • Aircrafts
  • Aviation Safety
  • Contracts
  • Data Analysis
  • Data Mining
  • Databases
  • Electronic Mail
  • Engineering
  • Engines
  • Maintenance
  • Monitoring
  • Propulsion Systems
  • Safety
  • Space Sciences
  • Standards

Fields of Study

  • Engineering

Readers

  • Aerospace Engineering
  • Organizational Process Management (OPM).
  • Seismology

Technology Areas

  • AI & ML