Preliminary Structural Design - Defining the Design Space

Abstract

A series of studies were performed to evaluate the application of finite element-based analysis and optimization methods to the preliminary design of lightweight, aerospace structures. Either the internal structural arrangement or the structural materials were used as the design variables in each concept study. The concepts considered ranged from truss structures such as a helicopter tail-boom or complex space truss to a series of semi-monocoque lifting surfaces. Both static and dynamic constraints were used in the design of these concepts. Multidisciplinary optimization and analysis procedures were used to develop detailed information from finite element models for each structural concept. From this detailed design data neural network representations of the design space were developed for the particular problem. The neural networks were then coupled with either simulated annealing or numerical search optimization techniques to identify improved design concepts.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 1993
Accession Number
ADA268898

Entities

People

  • Richard A. Swift
  • Stephen M. Batill

Organizations

  • University of Notre Dame

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Aircrafts
  • Airframes
  • Artificial Intelligence
  • Artificial Intelligence Software
  • Computational Fluid Dynamics
  • Computational Science
  • Computer Programming
  • Computer Programs
  • Computers
  • Finite Element Analysis
  • Lifting Surfaces
  • Materials
  • Mathematical Models
  • Neural Networks
  • Optimization
  • Spars
  • Structural Components

Readers

  • Operations Research
  • Software Engineering
  • Structural Dynamics.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • Space