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Optimal Flow Control and Topology Optimization Using the Continuous Adjoint Method in Unsteady Flows

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Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

Abstract

This paper presents the development and application of the unsteady continuous adjoint method to the incompressible Navier-Stokes equations and its use in two different optimization problems. The first is the computation of the optimal setting of a flow control system, based on pulsating jets located along the surface of a square cylinder, in order to minimize the time-averaged drag. The second is dealing with unsteady topology optimization of a duct system with four fixed inlets and a single outlet, with periodic in time inlet velocity profiles, where the target is to minimize the time-averaged viscous losses. The presentation of the adjoint formulation is kept as general as possible and can thus be used to other optimization problems governed by the unsteady Navier-Stokes equations. Though in the examined problems the flow is laminar, the extension to turbulent flows is doable.

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References

  1. Pironneau O (1974) On optimum design in fluid mechanics. J Fluid Mech 64:97–110

    Article  MATH  MathSciNet  Google Scholar 

  2. Jameson A (1988) Aerodynamic design via control theory. J Sci Comput 3:233–260

    Article  MATH  Google Scholar 

  3. Shubin G, Frank PA (1991) Comparison of the implicit gradient approach and the variational approach to aerodynamic design optimization. Boeing computer services report AMS-TR-163

    Google Scholar 

  4. Burgreen G, Baysal O (1996) Three-dimensional aerodynamic shape optimization using discrete sensitivity analysis. AIAA J 34(9):1761–1770

    Article  MATH  Google Scholar 

  5. Anderson W, Venkatakrishnan V (1997) Aerodynamic design optimization on unstructured grids with a continuous adjoint formulation. In: 35th aerospace sciences meeting and exhibit, Reno, NV, AIAA-1997-0643

    Google Scholar 

  6. Papadimitriou D, Giannakoglou K (2008) Aerodynamic shape optimization using first and second order adjoint and direct approaches. Arch Comput Methods Eng (State of the Art Reviews) 15(4):447–488

    Article  MATH  MathSciNet  Google Scholar 

  7. Wang Q (2008) Uncertainty quantification for unsteady fluid flow using adjoint-based approaches. PhD thesis, Standford

    Google Scholar 

  8. Carnarius A, Thiele F, Ozkaya E, Nemili A, Gauger N (2011) Optimal control of unsteady flows using a discrete and a continuous adjoint approach. Syst Model Optim IFIP Adv Inf Commun Technol 391:318–327

    Article  Google Scholar 

  9. Bewley T (2001) Flow control: new challenges for a new renaissance. Prog Aerosp Sci 37:21–58

    Article  Google Scholar 

  10. Zymaris A, Papadimitriou D, Papoutsis-Kiachagias EM, Giannakoglou K (2013) The continuous adjoint method as a guide for the design of flow control systems based on jets. Eng Comput 30(4):494–520

    Article  Google Scholar 

  11. Borvall T, Peterson J (2003) Topology optimization if fluids in stokes flow. Int J Numer Meth Fluids 41:77–107

    Article  Google Scholar 

  12. Gersborg-Hansen A, Sigmund O, Haber R (2005) Topology optimization of channel flow problems. Struct Multi Optim 30:181–192

    Article  MATH  MathSciNet  Google Scholar 

  13. Kontoleontos EA, Papoutsis-Kiachagias EM, Zymaris AS, Papadimitriou DI, Giannakoglou KC (2013) Adjoint-based constrained topology optimization for viscous flows, including heat transfer. Eng Optim 45(8):941–961

    Article  MathSciNet  Google Scholar 

  14. Sethian J (2001) Evolution, implementation, and application of level set and fast marching methods for advancing fronts. J Comput Phys 169:503–555

    Article  MATH  MathSciNet  Google Scholar 

  15. Chang Y, Hou T, Merriman B, Osher S (1996) A level set formulation of eulerian interface capturing methods for incompressible fluid flows. J Comput Phys 124:449–494

    Article  MATH  MathSciNet  Google Scholar 

  16. Griewank A, Walther A (2000) Algorithm 799: revolve: an implementation of checkpointing for the reverse or adjoint mode of computational differentiation. ACM Trans Math Softw (TOMS) 26(1):19–45

    Article  MATH  Google Scholar 

  17. Wang Q, Moin P, Iaccarino G (2008) Minimal repetition dynamic checkpointing algorithm for unsteady adjoint calculation. SIAM J Sci Comput 31(4):2549–2567

    Article  MathSciNet  Google Scholar 

  18. Caretto L, Gosman A, Patankar S, Spalding D (1972) Two calculation procedures for steady three-dimensional flows with recirculation. In: Proceedings of the third international conference on numerical methods in fluid mechanics, Paris

    Google Scholar 

  19. Nocedal J, Wright S (1999) Numerical optimization. Springer, Heidelberg

    Book  MATH  Google Scholar 

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Correspondence to Kyriakos C. Giannakoglou .

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Kavvadias, I.S., Karpouzas, G.K., Papoutsis-Kiachagias, E.M., Papadimitriou, D.I., Giannakoglou, K.C. (2015). Optimal Flow Control and Topology Optimization Using the Continuous Adjoint Method in Unsteady Flows. In: Greiner, D., Galván, B., Périaux, J., Gauger, N., Giannakoglou, K., Winter, G. (eds) Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences. Computational Methods in Applied Sciences, vol 36. Springer, Cham. https://doi.org/10.1007/978-3-319-11541-2_10

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  • DOI: https://doi.org/10.1007/978-3-319-11541-2_10

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