NASA aviation safety program aircraft engine health management data mining tools roadmap

Details

• Creators:
  Litt, J. ; Simon, D. L. ; Meyer, C. ; DePold, H. ; Curtiss, J. R.
• Corporate Creators:
  U.S. Army Research Laboratory ; United States. National Aeronautics and Space Administration
• Subject/TRT Terms:
  • Data mining
  • Air engines
  • Aviation safety
  • Air transportation
  • Aircraft engine maintenance
  • Aircraft engines
  • Aircraft maintenance
  • Aviation accidents
  • Aviation safety
  • Data mining
  More +
• Publication/ Report Number:
  NASA/TM-2000-210030 ; ARL-TR-2213 ; E-12227 ; SPIE 4057-37
• Resource Type:
  Proceedings
• Geographical Coverage:
  United States
• Edition:
  Technical memorandum
• Corporate Publisher:
  United States. National Aeronautics and Space Administration
• 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.
• Format:
  PDF
• Funding:
  WU-577-10-10-00 ; 1L161102AH45
• Download URL:
  https://rosap.ntl.bts.gov/view/dot/4906/dot_4906_DS1.pdf
• File Type:
  [PDF - 913.91 KB]
• Collection(s):
  US Transportation Collection
• Main Document Checksum:
  urn:sha-512:19b81d82527aaeaf4bb4e0807122a14d03b9d28edf33e6842079e050aa3ead17252c266d57341382d148fe0542d89a34e1d207591e21aa8b7af0cefb9777c83c