PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Tytuł artykułu

Zastosowanie czasowo-częstotliwościowej analizy sygnałów do badania niestatecznej pracy sprężarki promieniowej

Autorzy
Identyfikatory
Warianty tytułu
Języki publikacji
PL
Abstrakty
EN
The direct aim of this study is to elaborate and demonstrate certain research methods that yield a detailed description of flow phenomena, which cause a de crease in performance, or even darnages of compressors. The indirect aim is to provide the knowledge that applied in practical solutions enables one to prevent such phenomena. Instability of the compression system and local flow phenomena in a cen- trifugal compressor that precede instability are the subject of the investigation presented in the monograph. The time-frequency signal analysis, accomplished by means of the continuous wavelet transform, is the main tool of research used in the study. The wavelet cross-correlation function is another important method of the signal processing applied here. The sources of the signals under analysis were the experiments conducted on the test rig of the centrifugal compressor at the Institute of Turbomachinery , Technical University of Lodz, Poland. Pressure signals were simultaneously recorded from different compressor areas, while the compressor was slowly driven into surge by closing a throttling valve. A transition from compressor stable operation to surge was divided into four operation phases, based on the spectral structure of the pressure signal acquired upstream of the impeller. The last phase of operation, that is surge, was divided into six stages. Each phase of the stable operation, as well as each stage of surge, was ana- lysed thoroughly. The continuous wavelet transform was applied to show a timedependent spectral structure of signals, whereas the wavelet cross-correlation was used to identify rotating pressure waves and to estimate their velocity. Rotating pressure waves, identified for one of the surge stages, were used to build a simplified model of the circumferential distribution of static pressure in the impeller area. The method of generation of the signal that warns against surge is presented. This signal was obtained by demodulation of a pressure signal from the impeller area. The demodu- lation was accomplished with the same algorithm as used ton compute the continuous wavelet transform. The presented results of research lead to the final conclusion that the applied methods of signal analysis are useful and important tools in investigations of compressor instability.
Rocznik
Tom
Strony
4--114
Opis fizyczny
Bibliogr. 81 poz.
Twórcy
autor
  • Politechnika Łódzka. Instytut Maszyn Przepływowych. Zakład Metrologii Przepływów, ul. Wólczańskiej 219/223, 93-005 Łódź, Polend, imp@p.lodz.pl
Bibliografia
  • 1.Allen R. L., Mills D. W., 2004: Signal Analysis. Time, Frequency, Scale and Structure. J. Wiley & Sons, Inc.
  • 2.Bell W. A, Lepicovsky J., 1995: Analysis of Flows Between Rotor Blades with the Wavelet Transform. Aerospace Sciences Meeting and Exhibit, 33rd, Reno, NV,AIAA Paper: AIAA-1995-18.
  • 3.Bendat J. S., Piersol A. G., 1976: Metody analizy i pomiaru sygnałów losowych. PWN, Warszawa.
  • 4.Białasiewicz J. T., 2000: Falki i aproksymacje. Wydawnictwa Naukowo-Techniczne, Warszawa.
  • 5.Boashash B. (ed.), 2003: Time Frequency Signal Analysis and Processing. A Com-prehensive Reference. Elsevier, Oxford.
  • 6.Boudreaux-Bartels G. F., 2000: Mixed Time-Frequency Signal Transformations. In: The Transforms and Applications Handbook, Second Edition, Ed.: Poularikas A. D., CRC Press LLC.
  • 7.Brown C., Sawyer S., Oakes W., 2002: Wavelet Based Analysis of Rotating Stall t and Surge in a High Speed Centrifugal Compressor. 38th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, Indianapolis, Indiana, AIAA Paper: AIAA-2002-4080.
  • 8.Carmona R., Hwang W-L., Torresani B., 1998: Practical Time-Frequency Analysis. Academic Press, San Diego.
  • 9.Chen J., Cheng X., Hasemann H., Rautenberg M., 2001: Stall Inception Behavior in Centrifugal Compressor Re-Examined Using Wavelet Method. International Symposium on Experimental and Computational Aerothermodynamics of Internal Flows, Gdańsk, Poland, pp. 149-156.
  • 10.Chen Y. N., Hagelstein D., Haupt U., Rautenberg M., 1998: Excitation Mechanism for Standing Stall of Centrifugal Compressors. International Gas Turbine and Aeroengine Congress and Exposition, Stockholm, Sweden, June 2-5, 1998. ASME Paper 98-GT-245.
  • 11.Cohen L., 1966: Generalized phase-space distribution functions. Journal of Mathematical Physics, Vol. 7, May 1966, pp. 781-786.
  • 12.Debnath L. (ed), 2003: Wavelets and Signal Processing. Birkhauser, Boston.
  • 13.Emmons H. W., Pearson C. E, Grant H. P., 1955: Compressor Surge and Stall Propagation. Transactions of the ASME, Vol. 77, pp. 455-469.
  • 14.Engeda A., 2002: The Influence of a Diffuser Width on the Unsteady Performance , of a Centrifugal Compressor Stage. Proceedings of ASME Fluids Engineering Division Summer Meeting, Montreal, Quebec, Canada. Paper FEDSM2002-31250.
  • 15.Farge M., 1992: Wavelet Transforms and their Applications to Turbulence. Annual Review of Fluid Mechanics, Vol. 24, pp. 395-457.
  • 16.Flandrin P., 1999: Time-Frequency / Time-Scale Analysis. Academic Press, San Diego.
  • 17.Gabor D., 1946: Theory of Communication. Journal of the Institute of Electrical Engineers, Vol. 93, pp. 429-457, IEE, London.
  • 18.Gravdahl J. T., 1998: Modeling and Control of Surge and Rotating Stall in Com-pressors. ScD. Thesis. Department of Engineering Cybernetics, Norvegian University of Science and Technology, Trondheim, Norway.
  • 19.Greitzer E. M., 1976: Surge and Rotating Stall in Axial Flow Compressors. Part I: Theoretical Compression System Model. Part II: Experimental Results and Comparisons with Theory. Transactions of the ASME - Journal of Engineering for Power, Vol. 98, No. 2. pp. 190-217.
  • 20.Greitzer E. M., 1981: The Stability of Pumping Systems - The 1980 Freeman Scholar Lecture. Transactions of the ASME, Journal of Fluids Engineering, Vol. 103, June, pp. 193-242.
  • 21.Grossmann A., Morlet J.: Decomposition of Hardy Functions into Square Integrable Wavelets of Constant Shape. SIAM J. Math. Anal., 15, pp. 723-736.
  • 22.Gundlach W. R., 1955: Poglądowa analiza współpracy sprężarki i odbiornika. Archiwum Budowy Maszyn, Tom II, Zeszyt 4, pp. 395-407.
  • 23.Hansen K., Jørgensen P., Larsen P., 1981: Experimental and Theoretical Study of Surge in a Small Centrifugal Compressor. ASME Journal of Fluids Engineering. Vol. 103, No. 3, pp. 391-395.
  • 24.Hayashi N., Tagawa T., Koyama M., Ariga L, Sano M., 2003: Unsteady Phenomena during Transient Process in Radial Vaneles Diffuser. Proc. of the International Gas Turbine Congress, Tokyo. Paper IGTC2003Tokyo TS-046.
  • 25.Hayes M. H., 1996: Statistical Digital Signal Processing and Modeling. John Wiley & Sons, Inc., New York.
  • 26.Haykin S., 1996: Adaptive Filter Theory. Prentice Hall, Upper Saddle River, NJ.
  • 27.Horodko L., 2001: Wpływ typu falki na własności czasowo-częstotliwościowej reprezentacji niestacjonarnego sygnału. XXXIII Międzyuczelniana Konferencja Metrologów, Łódź. Zeszyty Naukowe Politechniki Łódzkiej, Nr 886, Elektryka, zeszyt 98, str. 287-294.
  • 28.Horodko L., 2001: Zastosowanie uśrednionego widma czasowo-częstotliwościowego do badania struktury turbulentnego przepływu. XI Sympozjum Modelowanie i Symulacja Systemów Pomiarowych, Krynica, str. 107-112.
  • 29.Horodko L., 2002: Identyfikacja zależności czasowych między chwilowymi harmonicznymi dwóch sygnałów za pomocą wzajemnej korelacji ich ciągłych transformat falkowych. XII Sympozjum Modelowanie i Symulacja Systemów Pomiarowych, Krynica, str. 113-120.
  • 30.Horodko L., 2004: Estymacja szybkości wirowania fal ciśnienia w sprężarce promieniowej za pomocą falkowej funkcji korelacji. Kongres Metrologii, Wrocław, str. 565-568.
  • 31.Horodko L., 2005: Investigation of Centrifugal Compressor Surge with Wavelet Method. 6-th European Conference on Turbomachinery, Fluid Dynamics and Thermodynamics, Lille, Vol. 2, pp. 635-644.
  • 32.Horodko L., 2005: Detection of Near-Surge Operation of a Centrifugal Compressor by means of the Wavelet Transform and Adaptive Signal Filtering. International Symposium SYMKOM'05, Łódź. Turbomachinery (Cieplne Maszyny Przepływowe) No. 128, Vol. l, pp. 235-242.
  • 33.Horodko L., 2006: Identification of Rotating Pressure Waves in a Centrifugal Compressor Diffuser by Means of the Wavelet Cross-Correlation Function. International Journal of Wavelets, Multiresolution and Information Processing, Vol. 4, No. 2, pp. 373-382.
  • 34.Horodko L., 2006: Zastosowanie ciągłej transformacji falkowej sygnału ciśnienia do oceny odległości punktu pracy sprężarki od obszaru niestabilności. Pomiary, Automatyka, Kontrola, Nr l0bis (wydanie specjalne dodatkowe: XVI Sympozjum Modelowanie i Symulacja Systemów Pomiarowych, Krynica), str. 166-173.
  • 35.Horodko L., Kryłłowicz W., 2000: Próba identyfikacji zjawiska oderwania wirującego w kanale sprężarki za pomocą analizy falkowej sygnału ciśnienia. XIV Krajowa Konferencja Mechaniki Płynów, Łódź-Arturówek. W: Cieplne Maszyny Przepływowe, nr 117, str. 207-214.
  • 36.Horodko L., Kryłłowicz W., 2001: Badania niestatecznej pracy sprężarki promieniowej i falkowa analiza uzyskanych sygnałów ciśnienia. Krajowy Kongres Metrologii KKM2001, Warszawa, t. II, str. 347-350.
  • 37.Horodko L., Kryłłowicz W., 2002: Investigation of the Rotating Stall in a Centrifugal Compressor. Proceedings of the 2002 ASME Joint US-European Fluids Engineering Conference - Forum F-298 on Wavelet Application in Fluid Mechanics (CD). Montreal, Canada. ASME Paper FEDSM2002-31113.
  • 38.Horodko L., Kryłłowicz W., Hanausek P., 2002: Application of the Wavelet Technique to Investigation of the Unstable Centrifugal Compressor Operation. International Symposium SYMKOM'02, Łódź. Turbomachinery (Cieplne Maszyny Przepływowe) No. 122, pp. 199-208.
  • 39.Horodko L., Kryłłowicz W., Hanausek P., 2003: Pomiary i analiza falkowa sygnałów ciśnień generowanych w trakcie niestatecznej pracy sprężarki. XXXV Międzyuczelniana Konferencja Metrologów, Kraków, s. 131-136.
  • 40.Höss B., Fottner L., 1997: Experimental Setup, Measurement and Analysis of the Onset of Compressor Flow Instabilities in an Aeroengine. International Congress on Instrumentation in Aerospace Simulation Facilities. (ICIASF'97), pp. 117-129.
  • 41.Inoue M., Kuroumaru M., Tanino T., Yoshida S., Furukawa M., 2001: Comparative Studies on Short and Long Length-Scale Stall Cell Propagating in an Axial Compressor Rotor. ASME Journal of Turbomachinery, Vol.l23, pp. 24-31.
  • 42.de Jager B., 1995: Rotating Stall and Surge Control: A Survey. Proceedings of the 34th Conference on Decision & Control, New Orleans, LA, USA, pp. 1857-1862.
  • 43.Kim K. H., Shin Y. H., 2001: Measurements of Unsteady Flow of Centrifugal Compressor with Vaned Diffuser. 7th International Congress of Fluid Dynamics and Propulsion, Sharm El-sheik, Egypt. Paper TMP-11.
  • 44.Kryłłowicz W., 1995: Kompleksowe badania sprężarek z nastawnymi dyfuzorami i kierownicami, zintegrowanych z przekładnią. Raport końcowy PB KBN Nr PB -0024/S6/93/04, Łódź.
  • 45.Kryłłowicz W., 2001: Badania niestatecznej pracy jedno stopniowej sprężarki promieniowej. Rozprawa habilitacyjna. Politechnika Łódzka, seria Zeszyty Naukowe, Nr 889, seria Rozprawy Naukowe, z. 300, Łódź.
  • 46.Lawless P. B., Fleeter S., 1993: Rotating Stall Acoustic Signature in a Low Speed Centrifugal Compressor: Part 1 - Vaneless Diffuser. ASME Paper 93-GT-297.
  • 47.Lawless P. B., Fleeter S., 1993: Rotating Stall Acoustic Signature in a Low Speed Centrifugal Compressor: Pan 2- Vaned Diffuser. ASME Paper 93-GT-254.
  • 48.Lawless P. B., Fleeter S., 1999: Active Control of Rotating Stall in a Low-Speed Centrifugal Compressor. AIAA Journal of Propulsion and Power, Vol.l5, No.l, pp. 38-44.
  • 49.Le T., Glesner M., 2000: Rotating Stall Analysis Using Signal-Adapted Filter Bank and Cohen's Time-Frequency Distributions. ISCAS 2000 - IEEE International Symposium on Circuits and Systems Geneva, Switzerland, pp. 1-603 -1-606.
  • 50.Leinhos D.C., Schmid N.R., Fottner L., 2001: The Influence of Transient Met Distortions on the Instability Inception of a Low Pressure Compressor in a Turbofan Engine. ASME Journal of Turbomachinery, Vol. 123, pp. 1-8.
  • 51.Leinhos D. C, Scheidler S. G., Fottner L., Grauer F., Hermann J., Mettenleiter M., Orthmann A., 2002: Experiments in Active Stall Control of a Twin-Spool Turbofan Engine. Proceedings of ASME Turbo-Expo, Amsterdam, the Netherlands. ASME Paper: GT-2002-30002.
  • 52.Lennemann E., Howard J., 1970: Unsteady Flow Phenomena in Rotating Centrifugal Impeller Passages. Transactions of the ASME - Journal of Engineering for Power, Vol. 92, No. l, pp. 65-72.
  • 53.Li H., 1998: Identification of Coherent Structure in Turbulent Shear Flow with Wavelet Correlation Analysis. ASME Journal of Fluids Engineering, Vol. 120, pp. 778-785.
  • 54.Liao S., Chen J., 1996: Time-Frequency Analysis of Compressor Rotating Stall by Means of Wavelet Transform. ASME Paper: 96-GT-57.
  • 55.Lin F., Chen J., Li M., 2002: Experimental Investigation of Unsteady Rotor Tip Flows in a High-Speed Compressor Throttled to Stall. ASME Turbo Expo, Amsterdam, the Netherlands. ASME Paper GT-2002-30360.
  • 56.Lin F., Chen J., Li M., 2002: Practical Issues of Wavelet Analysis of Unsteady Rotor Tip Flows in Compressors. 38th AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, Indianapolis, Indiana. AIAA Paper AIAA-2002-4082.
  • 57.Lin F., Chen J., Li M., 2004: Wavelet Analysis of Rotor-Tip Disturbances in an Axial-Flow Compressor. AIAA Journal of Propulsion and Power 2004, Vol. 20, No. 2, pp. 319-334.
  • 58.Lin F., Li M., Chen J., 2006: Long-to-Short Length-Scale Transition: A Stall Inception Phenomenon in an Axial Compressor With Inlet Distortion. ASME Journal of Turbomachinery, Vol. 128, pp. 130-140.
  • 59.Mallat S., 1999: A Wavelet Tour of Signal Processing. Academic Press, San Diego, 2nd Ed.
  • 60.McKee R. J., Siebenaler S., Deffenbaugh D. M., 2004: Increased Flexibility of Turbo-Compressors in Natural Gas Transmission through Direct Surge Control. SwRI Project No. 18.04990 - Final Report. Southwest Research Institute, San Antonio, TX, USA.
  • 61.McKee R. J., Edlund C. E., 2006: Method and Apparatus for Detecting the Occurrence of Surge in a Centrifugal Compressor. Patent No. US 6,981,838 B2.
  • 62.Meuleman C. H. J., 2002: Measurement and Unsteady Flow Modelling of Centrifugal Compressor Surge. ScD. Thesis. Faculty of Mechanical Engineering, Eindhoven University of Technology.
  • 63.Mizuki S., Oosawa Y., 1992: Unsteady Flow within Centrifugal Compressor Channels under Rotating Stall and Surge. Transactions of the ASME, Journal of Turbomachinery, Vol. 114, pp. 312-320.
  • 64.Moore F. K., Greitzer E. M., 1986: A Theory of Post-Stall Transients in Axial Compression Systems: Part I - Development of Equations. Transactions of the ASME - Journal of Engineering for Gas Turbines and Power, Vol. 108, No. l, pp. 68-97.
  • 65.Oakes W. C., Lawless P. B, Fleeter S., 1998: High Speed Centrifugal Compressor Instabilities During Speed Transients. AIAA/ASME/SAE/ASEE Joint Propulsion Conference and Exhibit, 34th, Cleveland, OH. AIAA Paper AIAA-1998-3307.
  • 66.Oakes W. C., Lawless P. B., Fleeter S., 1999: Instability Pathology of a High Speed Centrifugal Compressor. International Gas Turbine & Aeroengine Congress & Exhibition, Indianapolis, Indiana, ASME Paper 99-GT-415.
  • 67.Oakes W. C., Lawless P. B., Fagan J. R., Fleeter S., 2002: High-Speed Centrifugal Compressor Surge Initiation Characterization. AIAA Journal of Propulsion and Power, Vol. 18, No. 5, pp. 1012-1018.
  • 68.Paduano J. D., 2001: Analysis of Compression System Dynamics. Von Karman Institute Invited Lecture in Active Control of Engine Dynamics, Brussels.
  • 69.Paduano J. D., Epstein A. H., 2000: Compressor Stability and Control: Review and Practical Implications. RTO AVT Symposium on Active Control for Enhanced Performance Operational Capabilities of Military Aircraft, Land Vehicles and Sea Vehicles, Braunschweig, Germany, pp. 1-1 – 1-20.
  • 70.Pampreen R., 1993: Compressor Surge and Stall. Concepts ETI, USA.
  • 71.Sheng Y., 2000: Wavelet Transform. In: The Transforms and Applications Hand-book: Second Edition, Ed. Poularikas A. D., CRC Press LLC.
  • 72.Spakovszky Z. S., 2004: Backward Traveling Rotating Stall Waves in Centrifugal Compressors. Trans, of the ASME, Journal of Turbomachinery, Vol. 126, pp. 1-12.
  • 73.Szabatin J., 2000: Podstawy teorii sygnałów. WKiŁ, Warszawa.
  • 74.Szewalski R., 1954: Dynamiczna teoria zjawiska pompowania w sprężarkach wirnikowych. Archiwum Budowy Maszyn, 1.1, z. l, str. 375-388.
  • 75.Todorovska M. L, 2001: Estimation of Instantaneous Frequency of Signals Using the Continuous Wavelet Transform. Report CE 01-07, University of Southern California, Los Angeles, (rev. 2004).
  • 76.Torrence Ch., Compo G. P., 1998: A Practical Guide to Wavelet Analysis. Bulletin of the American Meteorological Society. Vol. 79, No. l, pp. 61-78.
  • 77.Tuliszka E., 1976: Sprężarki, dmuchawy i wentylatory. WNT, Warszawa.
  • 78.Wigner E. P., 1932: On the Quantum Correction for Thermodynamic Equilibrium. Physics Review, Vol. 40, pp. 749-759.
  • 79.Willems F. P. T., 2000: Modeling and Bounded Feedback Stabilization of Centrifugal Compressor Surge. PhD. Thesis, Fac. of Mechanical Engineering, Eindhoven University of Technology.
  • 80.Watanabe H., Konomi S., Ariga L, 1994: Transient Process of Rotating Stall in Radial Vaneless Diffusers. International Gas Turbine and Aeroengine Congress and Exposition, the Hague, Netherlands. ASME Paper 94-GT-161.
  • 81.Zieliński T. P., 2005: Cyfrowe przetwarzanie sygnałów. Od teorii do zastosowań. WKŁ, Warszawa.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-LOD4-0001-0031
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.