Tool Life Analysis and Forecasting: 2. Forecasting Tool Life Using Neural Networks

Abstract

To achieve Semi-untended or untended machine operation in a factory environment forecasting tool life is a prerequisite. In order to achieve this rock island arsenal initiated a tool life test program for 3/4 inch drills. AMCCOM systems analysis office has statistically analyzed this data and employed in the development of a neural network capable of forecasting tool life. It has been shown that a network has this capability to forecast tool life based on the average thrust values per workpieces fort the first nine workpieces

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Document Details

Document Type
Technical Report
Publication Date
Mar 15, 1993
Accession Number
ADA266919

Entities

People

  • Jack P. Manata

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Accuracy
  • Bibliographies
  • Calorific Value
  • Classification
  • Computer Programs
  • Environment
  • Equations
  • Errors
  • Horsepower
  • Information Science
  • Learning
  • Life Tests
  • Neural Networks
  • Security
  • Statistical Analysis
  • Systems Analysis
  • Test Sets

Readers

  • Energy Conservation and Renewable Energy Engineering.
  • Manufacturing Engineering.
  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Neural Networks