메뉴 건너뛰기




Volumn 129, Issue 9, 2007, Pages 1228-1240

Hydraulic turbine diffuser shape optimization by multiple surrogate model approximations of Pareto fronts

Author keywords

Diffuser; Evolutionary algorithms; Neural networks; Pareto fronts; Response surface methodology; Surrogate model approximations

Indexed keywords

APPROXIMATION THEORY; BOUNDARY CONDITIONS; COMPUTATIONAL FLUID DYNAMICS; CONSTRAINT THEORY; EVOLUTIONARY ALGORITHMS; HYDRAULIC TURBINES; NAVIER STOKES EQUATIONS; NEURAL NETWORKS; OPTIMIZATION;

EID: 34748843385     PISSN: 00982202     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.2754324     Document Type: Article
Times cited : (68)

References (40)
  • 3
    • 34748834460 scopus 로고    scopus 로고
    • Turbine-99, 2006, The IAHR Workshops on Draft Tube Flow, http://www.turbine-99.org, August 2006.
    • Turbine-99, 2006, "The IAHR Workshops on Draft Tube Flow," http://www.turbine-99.org, August 2006.
  • 5
    • 0035727744 scopus 로고    scopus 로고
    • Comparative Studies of Meta-modeling Techniques Under Multiple Modeling Criteria
    • Jin, R., Chen, W., and Simpson, T. W., 2001, "Comparative Studies of Meta-modeling Techniques Under Multiple Modeling Criteria," Optim. Eng., 23(1), pp. 1-13.
    • (2001) Optim. Eng , vol.23 , Issue.1 , pp. 1-13
    • Jin, R.1    Chen, W.2    Simpson, T.W.3
  • 6
    • 0034830431 scopus 로고    scopus 로고
    • Global Design Optimization for Aerodynamics and Rocket Propulsion Components
    • Shyy, W., Papila, N., Vaidyanathan, R., and Tucker, P. K., 2001, "Global Design Optimization for Aerodynamics and Rocket Propulsion Components," Prog. Aerosp. Sci., 37, pp. 59-118.
    • (2001) Prog. Aerosp. Sci , vol.37 , pp. 59-118
    • Shyy, W.1    Papila, N.2    Vaidyanathan, R.3    Tucker, P.K.4
  • 7
    • 0034933620 scopus 로고    scopus 로고
    • Meta-models for Computer-Based Engineering Design: Survey and Recommendations
    • Simpson, T. W., Peplinski, J. D., Koch, P. N., and Allen, J. K., 2001, "Meta-models for Computer-Based Engineering Design: Survey and Recommendations," Eng. Comput., 17(2), pp. 129-150.
    • (2001) Eng. Comput , vol.17 , Issue.2 , pp. 129-150
    • Simpson, T.W.1    Peplinski, J.D.2    Koch, P.N.3    Allen, J.K.4
  • 8
    • 4043049546 scopus 로고    scopus 로고
    • Approximation Methods in Multidisciplinary Analysis and Optimization: A Panel Discussion
    • Simpson, T. W., Booker, A. J., Ghosh, D., Giunta, A. A., Koch, P. N., and Yang, R.-J., 2004, "Approximation Methods in Multidisciplinary Analysis and Optimization: A Panel Discussion," Optim. Eng., 27(5), pp. 302-313.
    • (2004) Optim. Eng , vol.27 , Issue.5 , pp. 302-313
    • Simpson, T.W.1    Booker, A.J.2    Ghosh, D.3    Giunta, A.A.4    Koch, P.N.5    Yang, R.-J.6
  • 10
    • 0034274027 scopus 로고    scopus 로고
    • Response Surface Techniques for Diffuser Shape Optimization
    • Madsen, J. I., Shyy, W., and Haftka, R. T., 2000, "Response Surface Techniques for Diffuser Shape Optimization," AIAA J., 38(9), pp. 1512-1518.
    • (2000) AIAA J , vol.38 , Issue.9 , pp. 1512-1518
    • Madsen, J.I.1    Shyy, W.2    Haftka, R.T.3
  • 11
    • 33644780306 scopus 로고    scopus 로고
    • Automatic Shape Optimization of Hydro Turbine Components Based on CFD
    • Eisinger, R., and Ruprecht, A., 2001, "Automatic Shape Optimization of Hydro Turbine Components Based on CFD," TASK Q., 6(1), pp. 101-111.
    • (2001) TASK Q , vol.6 , Issue.1 , pp. 101-111
    • Eisinger, R.1    Ruprecht, A.2
  • 13
    • 33644783931 scopus 로고    scopus 로고
    • Redesign of a Sharp Heel Draft Tube by a Validated CFD-Optimization
    • Marjavaara, B. D., and Lundström, T. S., 2006, "Redesign of a Sharp Heel Draft Tube by a Validated CFD-Optimization," Int. J. Numer. Methods Fluids, 50(8), pp. 911-924.
    • (2006) Int. J. Numer. Methods Fluids , vol.50 , Issue.8 , pp. 911-924
    • Marjavaara, B.D.1    Lundström, T.S.2
  • 15
    • 85086612669 scopus 로고    scopus 로고
    • Alexandrow, N., Lewis, R., Gumbert, C., Green, L., and Newmann, P., 2000, Optimization With Variable Fidelity Models Applied to Wing Design, Proceedings of the 38th AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2000-0841.
    • Alexandrow, N., Lewis, R., Gumbert, C., Green, L., and Newmann, P., 2000, "Optimization With Variable Fidelity Models Applied to Wing Design," Proceedings of the 38th AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2000-0841.
  • 16
    • 30744473462 scopus 로고    scopus 로고
    • Mack, Y., Goel, T., Shyy, W., Haftka, R. T., and Queipo, N. V., 2005, Multiple Surrogates for the Shape Optimization of Bluff Body-Facilitated Mixing, Proceedings of the 43rd AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2005-0333.
    • Mack, Y., Goel, T., Shyy, W., Haftka, R. T., and Queipo, N. V., 2005, "Multiple Surrogates for the Shape Optimization of Bluff Body-Facilitated Mixing," Proceedings of the 43rd AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2005-0333.
  • 21
    • 20344384981 scopus 로고    scopus 로고
    • Finding Tradeoffs by Using Multi-objective Optimization Algorithms
    • Barcelona, Spain, September 15-17
    • Obayashi, S., Sasaki, D., Sendai, A., and Oyama, A., 2003, "Finding Tradeoffs by Using Multi-objective Optimization Algorithms," Proceedings EUROGEN'03, Barcelona, Spain, September 15-17.
    • (2003) Proceedings EUROGEN'03
    • Obayashi, S.1    Sasaki, D.2    Sendai, A.3    Oyama, A.4
  • 22
    • 0037394089 scopus 로고    scopus 로고
    • Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modeling
    • Ong, Y. S., Nair, P. B., and Keane, A. J., 2003, "Evolutionary Optimization of Computationally Expensive Problems via Surrogate Modeling," AIAA J., 41(4), pp. 687-696.
    • (2003) AIAA J , vol.41 , Issue.4 , pp. 687-696
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3
  • 24
    • 84974450476 scopus 로고    scopus 로고
    • Gibson, A. H., 1911, On the Resistance to Flow of Water Through Pipes or Passages Having Divergent Boundaries, Trans. - R. Soc. Edinbrgh, 48(5), pp. 97-115.
    • Gibson, A. H., 1911, "On the Resistance to Flow of Water Through Pipes or Passages Having Divergent Boundaries," Trans. - R. Soc. Edinbrgh, 48(5), pp. 97-115.
  • 25
    • 85138483083 scopus 로고
    • Optimum Design of Straight Walled Diffuser
    • Kline, S. J., Abbott, D. E., and Fox, R. W., 1959, "Optimum Design of Straight Walled Diffuser," J. Basic Eng., 81, pp. 321-329.
    • (1959) J. Basic Eng , vol.81 , pp. 321-329
    • Kline, S.J.1    Abbott, D.E.2    Fox, R.W.3
  • 26
    • 85007658881 scopus 로고
    • Effects of Swirling Flow on Pressure Recovery in Conical Diffusers
    • McDonald, A. T., Fox, R. W., and van Dewoestine, R. V., 1971, "Effects of Swirling Flow on Pressure Recovery in Conical Diffusers," AIAA J., 9, pp. 2014-2018.
    • (1971) AIAA J , vol.9 , pp. 2014-2018
    • McDonald, A.T.1    Fox, R.W.2    van Dewoestine, R.V.3
  • 29
  • 30
    • 11844250032 scopus 로고    scopus 로고
    • Multi-Objective Evolutionary Algorithms for Engineering Shape Design
    • R. Sarker, M. Mohammadin, and X. Yao, eds, Kluwer, Dordrecht, The Netherlands, pp
    • Deb, K., and Goel, T., 2000, "Multi-Objective Evolutionary Algorithms for Engineering Shape Design," Evolutionary Optimization, R. Sarker, M. Mohammadin, and X. Yao, eds., Kluwer, Dordrecht, The Netherlands, pp. 147-176.
    • (2000) Evolutionary Optimization , pp. 147-176
    • Deb, K.1    Goel, T.2
  • 31
    • 84931310879 scopus 로고    scopus 로고
    • A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design
    • Zurich, Switzerland, March 7-9, pp
    • Deb, K., and Goel, T., 2001, "A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design," Proceedings of Evolutionary Multi- criterion Optimization Conference, Zurich, Switzerland, March 7-9, pp. 385-399.
    • (2001) Proceedings of Evolutionary Multi- criterion Optimization Conference , pp. 385-399
    • Deb, K.1    Goel, T.2
  • 34
    • 34748825379 scopus 로고    scopus 로고
    • JMP, 2002, The Statistical Discovery SoftwareTM, Release 5.0.1a, SAS Institute, Inc, Cary, NC
    • JMP, 2002, The Statistical Discovery SoftwareTM, Release 5.0.1a, SAS Institute, Inc., Cary, NC.
  • 35
    • 34748865820 scopus 로고    scopus 로고
    • CFX, 2004, CFX-5. Version 5.7.1, ANSYS Europe Ltd, Riseley, UK
    • CFX, 2004, CFX-5. Version 5.7.1, ANSYS Europe Ltd., Riseley, UK.
  • 37
    • 34748814714 scopus 로고    scopus 로고
    • ICEM CFD, 2004, ICEM CFD, Version 5.1, ANSYS, Inc, Canonsburg, PA
    • ICEM CFD, 2004, ICEM CFD, Version 5.1, ANSYS, Inc., Canonsburg, PA.
  • 38
    • 34748835637 scopus 로고    scopus 로고
    • MATLAB, 2004, The Language of Technical Computing, Version 7.0.1, The MathWorks, Inc, Natick, MA
    • MATLAB, 2004, The Language of Technical Computing, Version 7.0.1, The MathWorks, Inc., Natick, MA.
  • 39
    • 0016061478 scopus 로고
    • The Fitting of Power Series, Meaning Polynomials, Illustrated on Spectroscopic Data
    • Beaton, A. E., and Tuckey, J. W., 1974, "The Fitting of Power Series, Meaning Polynomials, Illustrated on Spectroscopic Data," Technometrics, 16(2), pp. 147-185.
    • (1974) Technometrics , vol.16 , Issue.2 , pp. 147-185
    • Beaton, A.E.1    Tuckey, J.W.2
  • 40
    • 34748885932 scopus 로고    scopus 로고
    • Goel, T., Mack, Y., Shyy, W., Haftka, R. T., and Queipo, N. V., 2005, Numerical and Surrogate Model Uncertainty Assessment for Bluff Body Facilitated Mixing, Proceedings of the 43rd AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2005-0125.
    • Goel, T., Mack, Y., Shyy, W., Haftka, R. T., and Queipo, N. V., 2005, "Numerical and Surrogate Model Uncertainty Assessment for Bluff Body Facilitated Mixing," Proceedings of the 43rd AIAA Aerospace Sciencis Meeting and Exhibit, Reno, NV, January 10-13, 2005-0125.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.