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Initial User Experience With an Artificial Intelligence Program for the Preliminary Design of Centrifugal Compressors FREE

[+] Author Affiliations
Carol J. Russo

General Electric Co., Lynn, MA

Dennis J. Nicklaus, Siu S. Tong

General Electric Co., Schenectady, NY

Paper No. 87-GT-217, pp. V001T01A075; 8 pages
doi:10.1115/87-GT-217
From:
  • ASME 1987 International Gas Turbine Conference and Exhibition
  • Volume 1: Turbomachinery
  • Anaheim, California, USA, May 31–June 4, 1987
  • Conference Sponsors: International Gas Turbine Institute
  • ISBN: 978-0-7918-7923-8
  • Copyright © 1987 by ASME

abstract

A new approach is evaluated for the design of turbomachinery components using existing analysis codes coupled to a generic Artificial Intelligence (AI) software framework called ENGINEOUS. This AI framework uses intelligent search techniques with a small set of basic component design rules to iterate to an optimized solution and to quantify parameter trade-offs. Initial experience with ENGINEOUS indicates that it is a powerful design tool which quickly identifies non-obvious solutions balanced for conflicting multiple goals in a small number of iterations which vary linearly with the number of variables. The solution path and driving logic are easily visible to the designer and a parameter study option can rapidly quantify potential design trade-offs which together allow a critique of the selected design to balance performance against development risks. Because this AI design approach fosters intelligent interface with the designer and is generic, the potential application areas and productivity benefits appear enormous.

Copyright © 1987 by ASME
This article is only available in the PDF format.

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