Estimation of an Aeronautical Equipment Mission Reliability.

Abstract

The report develops methods for estimating the probability that an aeronautical equipment will operate satisfactorily for the duration of a specific mission. The failure times are modeled by exponential and Weibull densities. The parameters are estimated from multiple independent grouped and censored samples. Several estimation methods are developed for each model. In addition, the equations to obtain maximum-likelihood estimates are derived. However, they would have to be solved iteratively. Monte Carlo simulation is used to compare estimates with the data grouped and with the failure times known. (Author)

Document Details

Document Type
Technical Report
Publication Date
May 01, 1973
Accession Number
AD0766886

Entities

People

  • Robert N. Cockburn

Organizations

  • Air Force Institute of Technology

Tags

DTIC Thesaurus Topics

  • Data Science
  • Equations
  • Information Science
  • Mathematics
  • Monte Carlo Method
  • Probability
  • Reliability
  • Simulations

Fields of Study

  • Engineering
  • Mathematics

Readers

  • Aviation Science / Aeronautics.
  • Statistical inference.