Computational fluid dynamics-based multiobjective optimization of a surface combatant using a global optimization method

Journal of Marine Science and Technology

Volumn 13, Issue 2, 2008, Pages 95-116

  Tahara, Yusuke ^a   Peri, Daniele ^b   Campana, Emilio Fortunato ^b   Stern, Frederick ^c  

^a Osaka Prefecture University   (Japan)

^b ITALIAN SHIP MODEL BASIN   (Italy)

^c UNIVERSITY OF IOWA   (United States)

Author keywords

Derivative free optimization; Multi objective optimization; Shape optimization; Simulation based design; Verification and validation

Indexed keywords

GLOBAL OPTIMIZATION; MULTIOBJECTIVE OPTIMIZATION; SHAPE OPTIMIZATION; VERIFICATION;

DERIVATIVE-FREE OPTIMIZATION; SIMULATION BASED DESIGN;

COMPUTATIONAL FLUID DYNAMICS;

EID: 44449132209     PISSN: 09484280     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00773-007-0264-7     Document Type: Article

References (42)

1. Campana EF, Peri D, Tahara Y, et al (2006) Shape optimization in ship hydrodynamics using computational fluid dynamics. Comput Meth Appl Mech Eng 196:634-651
2. Tahara Y, Paterson E, Stern F, et al (2000) Flow-and wave-field optimization of surface combatants using CFD-based optimization methods. 23rd Symposium on Naval Hydrodynamics, September 17-22, Val de Ruil (available as CD-ROM)
3. Tahara Y, Sugimoto S, Murayama S, et al (2003) Development of CAD/CFD/optimizer-integrated hull-form design system. J Kansai Soc Naval Archit 240:29-36
4. Tahara Y, Stern F, Himeno Y (2004) CFD-based optimization of a surface combatant. J Ship Res 48:273-287
5. Tahara Y, Tohyama S, Katsui T (2006) CFD-based multiobjective optimization method for ship design. Int J Numer Meth Fluid 52:449-527
6. Peri D, Campana EF, Di Mascio A (2001) Development of CFD-based design optimization architecture. 1st MIT Conference on Fluid and Solid Mechanics, Cambridge (MA), USA, June 12-14, 2001
7. Peri D, Campana EF (2003) High-fidelity models in the multi-disciplinary optimization of a frigate ship. 2nd MIT Conference on Fluid and Solid Mechanics, Cambridge (MA), USA, June 17-20, 2003
8. Peri D, Campana EF (2003) Multidisciplinary design optimization of a naval surface combatant. J Ship Res 41:1-12
9. Peri D, Campana EF (2003) High-fidelity models in simulation-based design. 8th International Conference on Numerical Ship Hydrodynamics, Busa, South Korea, September 22-25, 2003
10. Peri D, Campana EF (2005) High-fidelity models and multi-objective global optimization algorithms in simulation-based design. J Ship Res 49:159-175
11. Hino T, Kodama Y, Hirata N (1998) Hydrodynamic shape optimization of ship hull forms using CFD. 3rd Osaka Colloquium on Advanced CFD Applications to Ship Flow and Hull Form Design, May 25-27, Osaka, pp 533-641
12. Minami Y, Hinatsu M (2002) Multi-objective optimization of ship hull form design by response surface methodology. 24th Symposium on Naval Hydrodynamics, July 8-13, Fukuoka (available on CD-ROM)
13. Newman JC III, Pankajakshan R, Whitfield DL, et al (2002) Computational design optimization using RANS. 24th Symposium on Naval Hydrodynamics, July 8-13, Fukuoka (available on CD-ROM)
14. Duvigneau R, Visonneau M, Deng GB (2003) On the role played by turbulence closures in hull shape optimization at model and full scale. J Mar Sci Technol 8:11-25
15. Brizzolara S (2004) Parametric optimization of SWAT-hull forms by a viscous-inviscid free surface method driven by a different evolution algorithm. 25th Symposium on Naval Hydrodynamics, August 8-13, St. John's (available on CD-ROM)
16. Birk L, Harries S (eds) (2003) OPTIMISTIC-optimization in marine design. Mensch and Buch, Berlin
17. Miettinen KM (1999) Nonlinear multiobjective optimization Kluwer, Boston
18. Wilson R, Paterson E, Stern F (2000) Verification and validation for RANS simulation of a naval combatant. In: Gothenburg 2000: A Workshop on Numerical Ship Hydrodynamics. Chalmers University of Technology, Gothenburg, Sweden, September 14-16, 2000
19. Paterson EG, Wilson RV, Stern F (2003) General-purpose parallel unsteady RANS ship hydrodynamics code: CFDSHIP-Iowa. IIHR Report No. 432, IIHR-Hydroscience and Engineering, The University of Iowa, Iowa City
20. Di Mascio A, Broglia R, Favini B (2000) A second-order Godunov-type scheme for naval hydrodynamics. In: Toro EF (ed) Godunov methods: theory and application. Kluwer, Singapore
21. Larsson L, Stern F, Bertram V (2003) Benchmarking of computational fluid dynamics for ship flows: the Gothenburg 2000 workshop. J Ship Res 47:63-81
22. Stern F, Wilson RV, Coleman HW, et al. (2001) Comprehensive approach to verification and validation of CFD simulations-Part 1: methodology and procedures. J Fluid Eng 123:793-802
23. Wilson RV, Stern F, Coleman HW, et al (2001) Comprehensive approach to verification and validation of CFD simulations-Part 2: application for RANS simulation of a cargo/container ship. J Fluid Eng 123:803-810
24. Coleman HW, Stern F (1997) Uncertainties in CFD code validation. ASME J Fluid Eng 119:795-803
25. Holland J (1975) Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor
26. Davis L (1990) Handbook of genetic algorithms. Van Nostrand Reinhold, New York
27. Deb K (2001) Multiobjective optimization using evolutionary algorithms. Wiley, New York
28. Tahara Y, Katsui T, Kawasaki M, et al (2004) Development of large-scale high-performance CFD coding method for PC-cluster parallel computing environment-1st report: setup and initial evaluation of coding environment with MPI protocol. J Kansai Soc Naval Archit 241:47-58
29. Campana EF, Peri D, Pinto A, et al (2005) A comparison of global optimization methods with application to ship design. 5th Osaka Colloquium on Advanced Research on Ship Viscous Flow and Hull Form Design by EFD and CFD Approaches, March 14-15, Osaka, pp 164-173
30. Solomatine DP (1999) Two strategies of adaptive cluster covering with descent and their comparison to other algorithms. J Global Optim 14(1):55-78
31. Hedayat AS, Sloane NJA, Stufken J (1999) Orthogonal arrays: theory and applications. Springer Series in Statistics, Springer-Verlag, Berlin
32. Statnikov RB, Matusov JB (1995) Multicriteria optimization and engineering. Chapman and Hall, New York
33. Törn AA, Žilinskas A (1989) Global optimization. Springer-Verlag, London
34. Sederberg T, Parry S (1986) Free-form deformation of solid geometric models. Comput Graph 20:151-160
35. Lampariello F, Sciandrone M (2001) Efficient training of RBF neural networks for pattern recognition. IEEE Trans Neural Netw 12(5):1235-1242
36. Meyers WG, Applebee TR, Baitis AE (1981) User's manual for the standard ship motion program, SMP. Software Documentation, DTNSRDC/SPD-0936-01 Technical Report, Bethesda, ML, USA
37. Newman JN (1977) Marine hydrodynamics. MIT Press, Cambridge
38. Stern F, Longo J, Penna R, et al (2000) International collaboration on benchmark CFD validation data for surface combatant DTMB model 5415. 23rd Symposium on Naval Hydrodynamics, September 17-22, Val de Ruil (available on CD-ROM)
39. Wilson R, Carrica P, Stern F (2005) RANS simulation of a container ship using a single-phase level set method with overset grids. CFD Workshop Tokyo 2005, March 9-11, Tokyo, pp 546-551
40. Tahara Y, Wilson R, Carica P, et al (2006) RANS simulation of a container ship using a single-phase level set method with overset grids and prognosis for extension to self-propulsion simulator. J Mar Sci Technol 11:209-228
41. Broglia R, Muscari R, Di Mascio A (2005) Computations of free surface turbulent flows around ship hulls by a RANS solver. CFD Workshop Tokyo 2005, March 9-11, Tokyo, pp 498-503
42. Campana EF, Peri D, Tahara Y, et al (2006) Simulation-based design of fast multihull ships. 26th Symposium on Naval Hydrodynamics, September 17-22, Rome (available on CD-ROM)