Gas analysis as the primary method of monitoring gas turbine

Authors

  • Степан Тарасович Самуляк ІФНТУНГ Вул. Карпатська, 15, м. Івано-Франківськ, Україна, 76000, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2009.5917

Abstract

This article describes the basic algorithmic approaches of gas analysis - methods of linear and nonlinear modeling, filtering and smoothing, the use of neural networks and expert systems, fuzzy sets theory and genetic algorithm. Also the advantages and disadvantages are analyzed

Author Biography

Степан Тарасович Самуляк, ІФНТУНГ Вул. Карпатська, 15, м. Івано-Франківськ, Україна, 76000

Аспірант кафедри комп’ютених систем та мереж

References

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  2. Urban, L. A.; “Gas Path Analysis Applied to Turbine Engine Condition Monitoring;” AIAA Paper 72-1082, December 1972.
  3. Doel, D. L.; “Interpretation of Weighted-Least- Squares Gas Path Analysis Results;” Proceedings of ASME Turbo Expo 2002, Amsterdam, The Netherlands.
  4. Bryson, A. E. and Ho, Y. C.; Applied Optional Control – Optimization, Estimation, and Control; revised printing, Hemisphere Publishing Corporation, 1975.
  5. Ganguli, R.; “Data Rectification and Detection of Trend Shifts in Jet Engine Gas Path Measurements using Median Filters and Fuzzy Logic;” Proceedings of ASME Turbo Expo 2001, New Orleans, USA.
  6. DePold, H., et al.; “Validation of Diagnostic Data with Statistical Analysis and Embedded Knowledge;” Proceedings of ASME Turbo Expo 2003, FT2003-38764.
  7. Mattern, D. L., et al.; “Using Neural Networks for Sensor Validation;” paper presented at the 34th Joint Propulsion Conference, Seattle, WA, 1998; AIAA 98-3547.
  8. Ganguli, R.; “Application of Fuzzy Logic for Fault Isolation of Jet Engines;” Proceedings of ASME Turbo Expo 2001, New Orleans, USA; 2001-GT-0013.
  9. Cranfield University; “Introduction to Genetic Algorithms;” Gas Turbine Diagnostics, Prognostics, and Simulation Short Course, London, UK, March 2004.

Published

2009-04-01

How to Cite

Самуляк, С. Т. (2009). Gas analysis as the primary method of monitoring gas turbine. Eastern-European Journal of Enterprise Technologies, 2(3(38), 39–41. https://doi.org/10.15587/1729-4061.2009.5917

Issue

Section

Control systems