Nonlinear Model Reduction for RTCVD

Abstract

In this paper, the authors examine alternative methods for reducing the dimensionality of nonlinear dynamical system models arising in control of rapid thermal chemical vapor deposition (RTCVD) for semiconductor manufacturing. They focus on model reduction for the ordinary differential equation model describing heat transfer to, from, and within a semiconductor wafer in the RTCVD chamber. Two model reduction approaches are studied and compared: the proper orthogonal decomposition and the method of balancing. This leads to a discussion of computational issues in the practical implementation of balancing for nonlinear systems.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1998
Accession Number
ADA439829

Entities

People

  • Andrew J. Newman
  • P.S.Krishnaprasad

Organizations

  • University of Maryland

Tags

Communities of Interest

  • Advanced Electronics
  • C4I
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Chemical Kinetics
  • Computational Fluid Dynamics
  • Dimensionality Reduction
  • Eigenvalues
  • Electrical Engineering
  • Energy
  • Equations
  • Equations Of State
  • Heat Transfer
  • Linear Systems
  • Measurement
  • Military Research
  • Nonlinear Dynamics
  • Nonlinear Systems
  • Radiant Intensity
  • Simulations

Fields of Study

  • Mathematics

Readers

  • Semiconductor Device Technology
  • Systems Analysis and Design
  • Wave Propagation and Nonlinear Chaotic Dynamics.

Technology Areas

  • Microelectronics
  • Microelectronics - Graphene