DOI QR코드

DOI QR Code

MULTI STAGE SHAPE OPTIMIZATION OF CENTRIFUGAL FAN FOR HOME APPLIANCE USING CFD

전산유체역학을 활용한 가전 제품용 원심팬 블레이드의 단계별 형상 최적화

  • Kim, J.S. (Department of Aerospace Mechanical Engineering, Graduate school, Korea Aerospace University) ;
  • Kang, T.G. (School of Aerospace Mechanical Engineering, Korea Aerospace University)
  • 김종수 (한국항공대학교 대학원 항공우주 및 기계공학과) ;
  • 강태곤 (한국항공대학교 항공우주 및 기계공학부)
  • Received : 2016.06.08
  • Accepted : 2016.09.12
  • Published : 2016.09.30

Abstract

We conducted a multi-stage optimization to secure the desired performance of a centrifugal fan for home appliance in an early stage of product development. In optimization, the static pressure at the outlet of the fan is chosen as an objective function that is to be maximized, providing the required flow rate at the operating point of the fan. The optimization procedure begins with parameters for an initial baseline fan design. The baseline design is optimized by using a commercial optimization package. Accordingly, the corresponding blade models with a set of geometrical parameters are generated. Flow through a fan is simulated by solving the Reynolds-averaged Navier-Stokes equations. A multi-stage optimization scheme is employed to determine the family of optimum values for the parameters, leading to the pressure increase at the outlet of the fan. To validate the numerically obtained optimal design parameters, we fabricated the three types of fans using rapid prototyping and assessed the performance using a fan tester. Experimental results show that the design parameters at each stage satisfy the goal of optimization. The multi-stage optimization process turned out to be a useful tool in the development of a centrifugal fan.

Keywords

References

  1. 2010, Lee, Y.T. and Kim, J.H., "Impact of Fan Gap Flow on the Centrifugal Impeller Aerodynamics," (in Korean) Journal of Fluids Engineering, Vol.132, 091103-1. https://doi.org/10.1115/1.4002450
  2. 2011, Lee, Y.T., Bakir, F., Kouidri, S. and Rey, R., "Impeller Design of a Centrifugal Fan with Blade Optimization," International Journal of Rotating Machinery, Vol.2011, 53785. p.16.
  3. 2007, Younsi, M., Bakir, F., Kouidri, S. and Rey, R., "Influence of Impeller Geometry on the Unsteady Flow in a Centrifugal Fan," International Journal of Rotating Machinery, Vol.2007, 34901.
  4. 2011, Vasudeva Karanth, K. and Yagnesh Sharma, N., "CFD Analysis on the Effect of Radial Gap on Impeller-Diffuser Flow Interaction as well as on the Flow Characteristics of a Centrifugal Fan," International Journal of Rotating Machinery, Vol.2009, Article ID 293508, p.8.
  5. 2009, Son, N.S., Kim, J.W. and Ahn, E.Y., "Effects of bell mouth geometries on the flow rate of centrifugal blowers," Journal of Mechanical Science and Technology, Vol.25(9)(2011), pp.2267-2276. https://doi.org/10.1007/s12206-011-0609-3
  6. 2011, Li, C.X., Wang, S.L. and Jia, Y., "The performance of a centrifugal fan with enlarged impeller," Energy Conversion and Management, 52(2011), pp.2902-2910. https://doi.org/10.1016/j.enconman.2011.02.026
  7. 2011, Pyun, K.B., Kim, J.H., Choi, Y.S. and Yoon, J.Y., "Design Optimization of a Centrifugal Pump Impeller using RSN and Design of Volute," Journal of Fluid Machinery, Vol.15(3), (2012), pp.39-45.
  8. 2011, Lee, S.A., Lee, S.I., Kang, Y.S., Lee, D.H. and Hong, K., "A Study on Reliability of Kriging Based Approximation Model and Aerodynamic Optimization for Turbofan Engine High Pressure Turbine Nozzle," Journal of Fluid Machinery, Vol.16(6), 2013.12, pp.32-39.
  9. 2013, Kwon, H.I., Yi, S.G., Choi, S.I. and Kim, K.B., "Aerodynamic Design of EAV Propeller using a Multi-Level Design Optimization Framework" Journal of The Korean Society for Aeronautical and Space Sciences, Vol.41(3), 2013. 11, pp.173-184. https://doi.org/10.5139/JKSAS.2013.41.3.173
  10. 2014, ANSYS 14 CFX Theory Guide, 2.2.2.6 SST Model Turbo Grid User's Guide, Turbo System Chapter 3, BladeGen
  11. 1998, Frank, P.B., FAN HANDBOOK, McGrawHill, United States of America, Chapter 3, pp.21-28.
  12. 2003, Han, J.S., Seo, K.Y. and Choi, J.H., "Optimum Design of Endosseous Implant in Dentistry by Multilevel Optimization Method," Transactions of the Korean Society of Mechanical Engineers, Vol.27(1), 2003. 1, pp.144-151. https://doi.org/10.3795/KSME-A.2003.27.1.144
  13. 2013, HEEDS Hybrid Optimization Method Theoretical manual.
  14. AMCA/ASHRAE. 2007. ANSI/AMCA Standard 210-07/ANSI/ASHRAE Standard 51-07, Laboratory Methods of Testing Fans for Certified Aerodynamic Performance Rating. Arlington Heights, IL: American Society of Heating, Refrigerating and Air-Conditioning Engineers, Inc.
  15. 1969, Ffowcs Williams, J.E. and Hawkings, D.L., "Sound Generation by Turbulence and Surfaces in Arbitrary Motion," Philosophical Transactions of Royal Society of London, Series A: Mathematical and Physical Sciences, Vol.264, No.1151, pp.321-342. https://doi.org/10.1098/rsta.1969.0031