Probabilistic Models of Gun-Tube Fatigue Based on a Fracture-Mechanics Model.

Abstract

Two probabilistic models of gun tube fatigue have been recently developed by adding probabilistic elements to a deterministic model of fatigue failure. These probabilistic models are examined to determine if they give adequate representations when certain questionable assumptions are lifted. In addition, the deterministic model is cast into a more general probabilistic framework, and the effects of certain statistical assumptions are examined. Monte Carlo simulation studies are conducted to approximate possible distributions for gun tube fatigue lives. These generated distributions are compared to various theoretical distributions to determine their adequacy in representing fatigue data. A randomizing method of selecting distributions for material properties of the gun tube is used to give some independence from unwarranted assumptions. Results of the simulation studies indicate that the lognormal distribution generally gives the best fit to the fatigue lives, but in most cases the lognormal distribution can be rejected by goodness-of-fit tests.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1977
Accession Number
ADA052692

Entities

People

  • E. E. Coppola

Organizations

  • United States Army Armament Research, Development and Engineering Center

Tags

Communities of Interest

  • C4I
  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Data Science
  • Fatigue Life
  • Fracture (Mechanics)
  • Gun Barrels
  • Guns
  • Materials
  • Mechanics
  • Monte Carlo Method
  • New York
  • Normal Distribution
  • Probabilistic Models
  • Probability
  • Probability Distributions
  • Random Variables
  • Simulations
  • Statistical Inference
  • Statistics

Fields of Study

  • Mathematics

Readers

  • Computational Modeling and Simulation
  • Regression Analysis.
  • Structural Health Monitoring of Composite Structures.