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Shape Optimization of Mufflers Composed of Multiple Rectangular Fin-Shaped Chambers Using Differential Evolution Method

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
There has been considerable research done on multi-chamber mufflers used in the elimination of industrial venting noise. However, most research has been restricted to lower frequencies using the plane wave theory. This has led to underestimating acoustical performances at higher frequencies. Additionally, because of the space-constrained problem in most plants, the need for optimization of a compact muffler seems obvious. Therefore, a muffler composed of multiple rectangular fin-shaped chambers is proposed. Based on the eigenfunction theory, a four-pole matrix used to evaluate the acoustic performance of mufflers will be deduced. A numerical case for eliminating pure tones using a three-fin-chamber muffler will also be examined. To delineate the best acoustical performance of a space-constrained muffler, a numerical assessment using the Differential Evolution (DE) method is adopted. Before the DE operation for pure tone elimination can be carried out, the accuracy of the mathematical model must be checked using experimental data. The results reveal that the broadband noise has been efficiently reduced using the three-fin-chamber muffler. Consequently, a successful approach in eliminating a pure tone using optimally shaped three-fin-chamber mufflers and a differential evolution method within a constrained space has been demonstrated.
Słowa kluczowe
Rocznik
Strony
311--319
Opis fizyczny
Bibliogr. 22 poz., rys., tab., wykr.
Twórcy
autor
  • Department of Mechanical and Automation Engineering, Chung Chou University of Science and Technology 6, Lane 2, Sec.3, Shanchiao Rd., Yuanlin, Changhua 51003, Taiwan, R.O.C.
autor
  • Department of Mechanical Engineering, Tatung University, No. 40, Sec. 3, Zhongshan N.Rd., Taipei 104, Taiwan, R.O.C.
autor
  • Department of Mechanical and Automation Engineering, Chung Chou University of Science and Technology 6, Lane 2, Sec.3, Shanchiao Rd., Yuanlin, Changhua 51003, Taiwan, R.O.C.
autor
  • Department of Mechanical Engineering, Tatung University, No. 40, Sec. 3, Zhongshan N.Rd., Taipei 104, Taiwan, R.O.C.
Bibliografia
  • 1. Abom M. (1990), Derivation of four-pole parameters including higher order mode effects for expansion chamber mufflers with extended inlet and outlet, Journal of Sound and Vibration, 137, 403–418.
  • 2. Chang Y.C., Chiu M.C. (2014), Optimization of rectangular multi-chamber plenums equipped with extended tubes using the BEM, neural networks, and genetic algorithm, J. of Mechanics, 30, 6, 571–584.
  • 3. Chang Y.C., Yeh L.J., Chiu M.C. (2004), Optimization of constrained multi-layer absorbers by using genetic algorithms, International Journal of Acoustics and Vibration, 9, 4, 175–185.
  • 4. Chang Y.C., Yeh L.J., Chiu M.C., Lai G.J. (2005), Shape optimization on constrained single-layer sound absorber by using GA method and mathematical gradient methods, Journal of Sound and Vibration, 1286, 4–5, 941–961.
  • 5. Chiu M.C. (2014), Numerical assessment of rectangular side inlet/outlet plenums internally hybridized with two crossed baffles using a FEM, neural network, and GA method, J. of Low Frequency Noise, Vibration and Active Control, 33, 3, 271–288.
  • 6. Chiu M.C. (2010), Shape optimization of multichamber mufflers with plug-inlet tube on a venting process by genetic algorithms, Applied Acoustics, 71, 495–505.
  • 7. Chiu M.C., Chang Y.C. (2008), Numerical studies on venting system with multi-chamber perforated mufflers by GA optimization, Applied Acoustics, 69, 11, 1017–1037.
  • 8. Chiu M.C., Chang Y.C. (2013), Numerical Assessment of plenums intersected with four baffles using the boundary element method, genetic algorithm, and the neural networks, Noise & Vibration Worldwide, 44, 11, 25–44.
  • 9. Chiu M.C., Chang Y.C. (2014) An assessment of high-order-mode analysis and shape optimization of expansion chamber mufflers, Archives of Acoustics, 39, 4, 489–499.
  • 10. Igarashi J., Toyama M. (1958), Fundamentals of acoustical silencers, part 1: Theory and experiment of acoustic low-pass filters, Aeronaut Res. Inst. University of Tokyo, Report No. 339, 223–241.
  • 11. Igarashi J., Arai M. (1960), Fundamentals of acoustical silencers, part 3: attenuation characteristic studies by electric simulator, Aeronaut Res. Inst. University of Tokyo, Report No. 351, 17–31.
  • 12. Ih J.G., Lee B.H. (1985), Analysis of higher-order mode effects in the circular expansion chamber with mean flow, Journal of the Acoustical Society of America, 77, 1377–1388.
  • 13. Ih J.G., Lee B.H. (1987), Theoretical prediction of the transmission loss of circular reversing chamber mufflers, Journal of Sound and Vibration, 112, 261–272.
  • 14. Ih J.G. (1992), The reactive attenuation of rectangular plenum chambers, Journal of Sound and Vibration, 157, 93–122.
  • 15. Miwa T., Igarashi J. (1959), Fundamentals of acoustical silencers, part 2: Determination of four terminal constants of acoustical element, Aeronaut Res. Inst. University of Tokyo, Report No. 344, 67–85.
  • 16. Munjal M.L. (1987), A simple numerical method for three-dimensional analysis of simple expansion chamber mufflers of rectangular as well as circular cross section with a stationary medium, Journal of Sound and Vibration, 116, 71–88.
  • 17. Rainer S., Kenneth P. (1996), Minimizing the real functions of the ICEC’96 contest by differential evolution, IEEE Evolutionary Computation Conference, Nayoya, Japan, 842–844.
  • 18. Seybert A.F., Cheng C.Y.R. (1987), Application of the boundary element method to acoustic cavity response and muffler analysis, Transactions of the American Society of Mechanical Engineers, Journal of Vibration, Stress, and Reliability in Design, 109, 15–21.
  • 19. Storn R., Price K. (1995), Differential evolution – a simple and efficient adaptive scheme for global optimization over continuous space, Technical Report TR-95-012, 1995.
  • 20. Storn R., Price K. (1997), Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces, Journal of Global Optimization, 11, 341–359.
  • 21. Yeh L.J., Chang Y.C., Chiu M.C., Lai G.J. (2004), GA optimization on multi-segments muffler under space constraints, Applied Acoustics, 65, 5, 521–543.
  • 22. Young C.I., Crocker M.J. (1975), Prediction of transmission loss in mufflers by the finite-element method, Journal of the Acoustical Society of America, 57, 144–148.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-236ae575-351a-41da-8e81-fa9700e6f356
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