A Study of the Method of Surface Fit Approximations for Aircraft Optimal Design.

Abstract

A study was made to demonstrate the feasibility of using surface fit approximations in the design analysis of an advanced tactical fighter. Design variables were selected and a design space was defined based on a simple latin square method. The take-off-gross-weight (TOGW) and landing distance (DISTL) for each configuration were determined by use of a computer program which simulated the required mission. A regression analysis was performed on this data to obtain a quadratic surface fit representing TOGW and DISTL as functions of the design variables. A conjugate gradient technique was employed to find the minimum TOGW subject to constraints on DISTL within the design space. This value was compared to the minimum obtained by running all possible combinations of design variables through the mission simulator. It was concluded that the surface fit approximation based on the latin square design space did yield accurate results and required fewer computer simulations. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1976
Accession Number
ADA034878

Entities

People

  • Martin L. Marler

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Air Platforms
  • Energy and Power Technologies
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Air Force
  • Aircrafts
  • Airframes
  • Algorithms
  • Combinatorial Analysis
  • Computational Science
  • Computer Programs
  • Computer Simulations
  • Computers
  • Data Science
  • Information Science
  • Optimization
  • Regression Analysis
  • Simulations
  • Simulators
  • Statistical Analysis
  • Vehicles

Fields of Study

  • Physics

Readers

  • Approximation Theory.
  • Aviation Safety and Air Traffic Management
  • Software Engineering

Technology Areas

  • Space