Hierarchical Process Control of Chemical Vapor Infiltration.

Abstract

This is the final report on the Phase I STTR effort entitled "Hierarchical Process Control of Chemical Vapor Deposition." The work was performed jointly by Technology Assessment and Transfer and the University of Cincinnati (UC). It was shown that not only was process control for CVI feasible, but the anticipated improvements in product quality through increased densification and the reduction in processing time were substantial. Thus, the potential economic impact of this work is considerable, and could lead to a viable production technology. Specifically the University of Cincinnati developed a generic approach to the intelligent processing of materials (IPM), applied simulations of it to CIVI materials processing, and developed a rapid convergence artificial neural network and used it to discover improved regions of the CVI processing parameter space; also, the Technology Assessment & Transfer developed subprocess in situ state models for chemical vapor infiltration (CVI) of silicon carbide fiber preforms, and used them to identify in situ process sensors of considerable promise and as artificial neural network training pairs.

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Document Details

Document Type
Technical Report
Publication Date
May 31, 1995
Accession Number
ADA298920

Entities

People

  • D. Palaith
  • J. Saylor
  • Jason C. Jones
  • P. Garrett

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Ceramic Materials
  • Ceramic Matrix Composites
  • Chemical Kinetics
  • Chemical Vapor Deposition
  • Computers
  • Control Systems
  • Detectors
  • Differential Equations
  • Engineered Materials
  • Engineers
  • Materials
  • Materials Processing
  • Mathematical Models
  • Measurement
  • Silicon Carbide

Readers

  • Computational Modeling and Simulation
  • Neural Network Machine Learning.
  • Reinforced Composite Materials

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks
  • Space