Stall precursor identification in high-Speed compressor stages using chaotic time series analysis methods

Journal of Turbomachinery

Volumn 119, Issue 3, 1997, Pages 491-499

  Bright, M M ^a   Qammar, H K ^b   Weigl, H J ^c   Paduano, J D ^c  

^a NASA GLENN RESEARCH CENTER   (United States)

^b University of Akron   (United States)

^c Massachusetts Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOS THEORY; CORRELATION METHODS; DATA ACQUISITION; DYNAMICS; PRESSURE MEASUREMENT; TIME DOMAIN ANALYSIS;

STALL EFFECTS;

COMPRESSORS;

EID: 0031173001     PISSN: 0889504X     EISSN: 15288900     Source Type: Journal    
DOI: 10.1115/1.2841148     Document Type: Article

References (21)

1. Abarbanel, H. D. I., 1993, “The Analysis of Observed Chaotic Data in Physical Systems,” Rev. Mod. Phys., Vol. 65, No. 4, Oct.
2. Albano, A. M., et al., 1995, Physical Review E, Vol. 52, July, p. 196.
3. Berndt, R. G., Weigl, H. J., Paduano, J. D., and Epstein, A. H., 1995, “Experimental Techniques for Actuation, Sensing, and Measurement of Rotating Stall Dynamics in High-Speed Compressors,” presented at the SPIE Aerosense’95 International Symposium, Orlando, FL, Apr.
4. Bonnaure, L, P., 1991, “Modelling High Speed Multistage Compressor Stability,” M.S. Thesis, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Sept.
5. Day, I. J., 1993, “Stall Inception in Axial Flow Compressors,” ASMEJournal of Turbomachinery, Vol. 115, pp. 1-9.
6. Eckmann, E and Ruelle, R 1992, “Fundamental Limitations for Estimating Dimensions and Lyapunov Exponents in Dynamical Systems,” Physica D, Vol. 56, pp. 185-187.
7. Etchevers, O., 1992, “Evaluation of Rotating Stall Warning Schemes for Axial Compressors,” M. S. Thesis, Dept, of Aeronautics and Astronautics, Massachusetts Institute of Technology, Aug.
8. Feulner, M. R., Hendricks, G. J., and Paduano, J. D., 1994, “Modeling for Control of Rotating Stall in High Speed Multistage Axial Compressors,” ASME Paper No. 94-GT-200; ASME Journal of Turbomachinery, Vol. 118, No. 1, 1996.
9. Garnier, V. H., Epstein, A. H., and Greitzer, E. M., 1991, “Rotating Waves as a Stall Inception Indication in Axial Compressors,” ASME Journal of Turbomachinery, Vol. 113, pp. 290-302.
10. Hendricks, G. J., Bonnaure, L. P., Longley, J. P., Greitzer, E. M., and Epstein, A. H., 1993, “Analysis of Rotating Stall Onset in High-Speed Axial Flow Compressors,” AIAA Paper No. 93-2233.
11. Hoying, D. A., 1993, “Stall Inception in a Multistage High Speed Axial Compressor,” presented at the 29th Joint Propulsion Conference, June 28-30, Monterey, CA.
12. McDougall, N. M., Cumpsty, N. A., and Hynes, T. P., 1989, “Stall Inception in Axial Compressors,” ASME Paper No. 89-GT-63; ASME Journal of Turbomachinery, Vol. 112, pp. 116-125.
13. Moore, M and Reid, R 1980, “Performance of Single-Stage Axial-Flow Transonic Compressor With Rotor and Stator Aspect Ratios of 1.19 and 1.26, Respectively, and With Design Pressure Ratio of 2.05,” NASA Technical Paper 1659, Apr.
14. Moore, F. K., and Greitzer, E. M., 1986, “A Theory of Post-Stall Transients in Axial Compression Systems, Part I—Development of Equations, and Part II— Application,” ASME Journal of Engineering for Gas Turbines and Power, Vol. 108, pp. 68-97.
15. Packard, P et al., 1980, “Geometry From a Time Series,” Physical Review Letters, Vol. 45, pp. 712-716.
16. Rapp, Albano, Zimmerman, Z and Jimenez-Montano, J 1994, “Phase Randomized Surrogates Can Produce Spurious Identifications of Nonlinear Structure,” Physics Letters A, Vol. 192, pp. 27-33.
17. Reid, R and Moore, M 1978, “Design and Overall Performance of Four Highly Loaded, High-Speed Inlet Stages for an Advanced High-Pressure-Ratio Core Compressor,” NASA Technical Paper 1337.
18. Sauer, T., Yorke, J. A., and Casdagli, M., 1991, J. Stat. Phys., Vol. 65, p. 579.
19. Theiler, J., 1986, “Spurious Dimension From Correlation Algorithms Applied to Limited Time-Series Data,” Physical Review A, Vol. 34, No. 3, pp. 2427-2432.
20. Theiler, J., et al., 1991, “Using Surrogate Data to Detect Nonlinearity in Time Series,” Nonlinear Prediction and Modeling, Addison-Wesley.
21. Tryfonidis, M., Etchevers, O., Paduano, J. D., Epstein, A H., and Hendricks, G. J., 1995, “Prestall Behavior of Several High-Speed Compressors,” ASME Journal of Turbomachinery, Vol. 117, p. 62.