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On Board Adaptive Models: A General Framework and Implementation Aspects

[+] Author Affiliations
A. Stamatis, Ph. Kamboukos, N. Aretakis, K. Mathioudakis

National Technical University of Athens, Athens, Greece

Paper No. GT2002-30622, pp. 139-146; 8 pages
doi:10.1115/GT2002-30622
From:
  • ASME Turbo Expo 2002: Power for Land, Sea, and Air
  • Volume 1: Turbo Expo 2002
  • Amsterdam, The Netherlands, June 3–6, 2002
  • Conference Sponsors: International Gas Turbine Institute
  • ISBN: 0-7918-3606-1 | eISBN: 0-7918-3601-0
  • Copyright © 2002 by ASME

abstract

The principles on which an adaptive engine performance model is based are first discussed. The mathematical ways of matching given performance data are presented and their implications for practical implementation are discussed. The consequences of using a number of measurements equal or fewer than the number of adapting parameters are analysed. The numerical behaviour of an adaptive model is also discussed. Solution methods based on non-linear system solvers are compared to methods using optimisation techniques. Execution time requirements are also discussed for the different approaches and implications for possible on-line or off-line applications are evaluated.

Copyright © 2002 by ASME

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