Tool Life Analysis and Forecasting: 1. Statistical Analysis

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 workpiece for the first nine workpieces

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Document Details

Document Type
Technical Report
Publication Date
Mar 15, 1993
Accession Number
ADA266918

Entities

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  • Jack P. Manata

Tags

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  • Energy and Power Technologies
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Coefficients
  • Data Science
  • Delphi Method
  • Descriptive Analytics
  • Engineering
  • Environment
  • Experimental Design
  • Geometry
  • Hardness
  • Information Science
  • Ion Implantation
  • Manufacturing
  • Neural Networks
  • Standards
  • Statistical Analysis
  • Statistics
  • Tools

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  • Atmospheric Science/Meteorology
  • Manufacturing Engineering.
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Technology Areas

  • AI & ML
  • AI & ML - Neural Networks