Skip to main content

Constructal Design Associated with Genetic Algorithm to Maximize the Performance of H-Shaped Isothermal Cavities

  • Chapter
  • First Online:
Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering

Abstract

The constructal design method associated with the genetic algorithm is used to optimize the geometry of a H-shaped cavity that intrudes into a solid conducting wall. The objective is to minimize the maximum excess temperature between the solid and the cavity. Internal heat generation is distributed uniformly throughout the solid wall. The cavity surface is isothermal, while the solid wall has adiabatic conditions on the outer surface. There are six degrees of freedom which are free to vary. The H-cavity is optimized completely, i.e. it is optimized with respect to all its degrees of freedom. The ratio between the volume of the H-shaped cavity and the total volume (ϕ) is a problem constraint, which is evaluated here. Numerical results show that the optimal H-shaped configuration is the one that distributes better the hot spots in agreement with the optimal imperfections principle. The H-shaped cavity has its worst performance when the ratio between its height and length is set equal to two. The performance improves as this ratio is larger or smaller than two. An important finding is that the dimensionless maximum excess temperature calculated for the best H-shaped cavity with ratio between the height and the length of the cavity equal to 0.1 is approximately only 30% of the maximum excess temperature calculated for the elemental C-shaped cavity under the same thermal conditions.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bejan, A.: Shape and Structure, from Engineering to Nature. Cambridge University Press, New York (2000)

    MATH  Google Scholar 

  2. Bejan, A.: The Physics of Life: The Evolution of Everything. St. Martins Press, New York City (2016)

    Google Scholar 

  3. Bejan, A., Almogbel, M.: Constructal T-shaped fins. Int. J. Heat Mass Transf. 43(12), 2101–2115 (2000). http://dx.doi.org/10.1016/S0017-9310(99)00283-5

    Article  Google Scholar 

  4. Bejan, A., Lorente, S.: Design with Constructal Theory. Wiley, Hoboken (2008)

    Book  Google Scholar 

  5. Bejan, A., Zane, J.P.: Design in Nature: How the Constructal Law Governs Evolution in Biology, Physics, Technology, and Social Organization, 1st edn. Doubleday, New York (2012)

    Google Scholar 

  6. Bello-Ochende, T., Meyer, J., Bejan, A.: Constructal multi-scale pin–fins. Int. J. Heat Mass Transf. 53(13–14), 2773–2779 (2010). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2010.02.021

    Article  Google Scholar 

  7. Biserni, C., Rocha, L.A.O., Bejan, A.: Inverted fins: geometric optimization of the intrusion into a conducting wall. Int. J. Heat Mass Transf. 47(12–13), 2577–2586 (2004). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2003.12.018

    Article  Google Scholar 

  8. Biserni, C., Rocha, L.A.O., Stanescu, G., Lorenzini, E.: Constructal H-shaped cavities according to Bejan’s theory. Int. J. Heat Mass Transf. 50(11–12), 2132–2138 (2007). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2006.11.006

    Article  Google Scholar 

  9. COMSOL multiphysics: COMSOL multiphysics reference manual (2014). www.comsol.com

  10. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning, 1st edn. Addison-Wesley Longman Publishing Co., Inc., Boston (1989)

    MATH  Google Scholar 

  11. Gonzales, G., Estrada, E.S.D., Emmendorfer, L., Isoldi, L., Xie, G., Rocha, L., Santos, E. D.: A comparison of simulated annealing schedules for constructal design of complex cavities intruded into conductive walls with internal heat generation. Energy 93, 372–382 (2015). http://dx.doi.org/10.1016/j.energy.2015.09.058

    Article  Google Scholar 

  12. Hajmohammadi, M.R., Poozesh, S., Nourazar, S.S.: Constructal design of multiple heat sources in a square-shaped fin. Proc. Inst. Mech. Eng. E: J. Process Mech. Eng. 226, 324–336 (2012). http://dx.doi.org/10.1177/0954408912447720

    Article  Google Scholar 

  13. Hajmohammadi, M.R., Poozesh, S., Campo, A., Nourazar, S.S.: Valuable reconsideration in the constructal design of cavities. Energy Convers. Manag. 66, 33–40 (2013). http://dx.doi.org/10.1016/j.enconman.2012.09.031

    Article  Google Scholar 

  14. Haupt, R.L.: Practical Genetic Algorithms, 2nd edn. Wiley, Hoboken (2004)

    MATH  Google Scholar 

  15. Holland, J.H.: Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence. University of Michigan Press, Ann Arbor (1975)

    MATH  Google Scholar 

  16. Jong, K.A.D., Spears, W.M.: An analysis of the interacting roles of population size and crossover in genetic algorithms. In: Schwefel, H.P., Männer, R. (eds.) Parallel Problem Solving from Nature, pp. 38–47. Springer, Berlin (1991)

    Chapter  Google Scholar 

  17. Kraus, A.D.: Developments in the analysis of finned arrays. Int. J. Transp. Phenom. 1, 141–164 (1999)

    Google Scholar 

  18. Kundu, B., Bhanja, D.: Performance and optimization analysis of a constructal T-shaped fin subject to variable thermal conductivity and convective heat transfer coefficient. Int. J. Heat Mass Transf. 53(1–3), 254–267 (2010). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2009.09.034

    Article  Google Scholar 

  19. Lorenzini, G., Rocha, L.A.O.: Constructal design of Y-shaped assembly of fins. Int. J. Heat Mass Transf. 49(23–24), 4552–4557 (2006). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2006.05.019

    Article  Google Scholar 

  20. Lorenzini, G., Rocha, L.A.O.: Constructal design of T-Y assembly of fins for an optimized heat removal. Int. J. Heat Mass Transf. 52(5–6), 1458–1463 (2009). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2008.09.007

    Article  Google Scholar 

  21. Lorenzini, G., Rocha, L.A.O.: Geometric optimization of T-Y-shaped cavity according to constructal design. Int. J. Heat Mass Transf. 52(21–22), 4683–4688 (2009). http://dx.doi.org10.1016/j.ijheatmasstransfer.2009.06.020

    Article  Google Scholar 

  22. Lorenzini, G., Biserni, C., Isoldi, L.A., Santos, E.D., Rocha, L.A.O.: Constructal design applied to the geometric optimization of Y-shaped cavities embedded in a conducting medium. J. Electron. Packag. 133(4), 41008–41015 (2011). http://dx.doi.org/10.1115/1.4005296

    Article  Google Scholar 

  23. Lorenzini, G., Corrêa, R.L., Santos, E.D., Rocha, L.A.O.: Constructal design of complex assembly of fins. J. Heat Transf. 133(8), 81902–81908 (2011). http://dx.doi.org/10.1115/1.4003710

    Article  Google Scholar 

  24. Lorenzini, G., Rocha, L.A.O., Biserni, C., Santos, E.D., Isoldi, L.: Constructal design of cavities inserted into a cylindrical solid body. J. Heat Transf. 134(7), 71301–71306 (2012). http://dx.doi.org/10.1115/1.4006103

    Article  Google Scholar 

  25. Lorenzini, G., Biserni, C., Garcia, F., Rocha, L.: Geometric optimization of a convective t-shaped cavity on the basis of constructal theory. Int. J. Heat Mass Transf. 55(23–24), 6951–6958 (2012). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2012.07.009

    Article  Google Scholar 

  26. Lorenzini, G., Garcia, F.L., Santos, E.D., Biserni, C., Rocha, L.A.O.: Constructal design applied to the optimization of complex geometries: T-Y-shaped cavities with two additional lateral intrusions cooled by convection. Int. J. Heat Mass Transf. 55(5–6), 1505–1512 (2012). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2011.10.057

    Article  Google Scholar 

  27. Lorenzini, G., Biserni, C., Link, F., Santos, D., Isoldi, L., Rocha, L.A.O.: Constructal design of isothermal X-shaped cavities. Therm. Sci. 18(2), 349–356 (2014). http://dx.doi.org/10.2298/TSCI120804005L

    Article  Google Scholar 

  28. Lorenzini, G., Biserni, C., Rocha, L.: Geometric optimization of X-shaped cavities and pathways according to Bejan’s theory: comparative analysis. Int. J. Heat Mass Transf. 73, 1–8 (2014). http://dx.doi.org/10.1016/j.ijheatmasstransfer.2014.01.055

    Article  Google Scholar 

  29. Lorenzini, G., Biserni, C., Estrada, E.S.D., Santos, E.D., Isoldi, L.A., Rocha, L.A.O.: Genetic algorithm applied to geometric optimization of isothermal Y-shaped cavities. J. Electron. Packag. 136(3), 31011–31019 (2014). http://dx.doi.org/10.1115/1.4027421

    Article  Google Scholar 

  30. Lorenzini, G., Biserni, C., Correa, R.L., Santos, E.D., Isoldi, L.A., Rocha, L.A.O.: Constructal design of T-shaped assemblies of fins cooling a cylindrical solid body. Int. J. Therm. Sci. 83, 96–103 (2014). http://dx.doi.org/10.1016/j.ijthermalsci.2014.04.011

    Article  Google Scholar 

  31. Lorenzini, G., Biserni, C., Estrada, E.D., Isoldi, L.A., Santos, E. D., Rocha, L.A.O.: Constructal design of convective Y-shaped cavities by means of genetic algorithm. J. Heat Transf. 136(7), 71702–71702 (2014). http://dx.doi.org/10.1115/1.4027195

    Article  Google Scholar 

  32. MATLAB: version 7.10.0 (R2010a). The MathWorks Inc., Natick (2010)

    Google Scholar 

  33. Renner, G., Ekárt, A.: Genetic algorithms in computer aided design. Comput. Aided Des. 35(8), 709–726 (2003). http://dx.doi.org/10.1016/S0010-4485(03)00003-4

    Article  Google Scholar 

  34. Snider, A.D., Kraus, A.D.: The quest for the optimum longitudinal fin profile. Heat Transfer Eng. 8(2), 19–25 (1987). http://dx.doi.org/10.1080/01457638708962790

    Article  Google Scholar 

  35. Xie, Z., Chen, L., Sun, F.: Geometry optimization of T-shaped cavities according to constructal theory. Math. Comput. Model. 52(9–10), 1538–1546 (2010). http://dx.doi.org/10.1016/j.mcm.2010.06.017

    Article  Google Scholar 

Download references

Acknowledgements

Professors Elizaldo D. dos Santos, Liércio A. Isoldi and Luiz A.O. Rocha acknowledge the sponsorship from CNPq—Conselho Nacional de Desenvolvimento Científico e Tecnológico. Professor Emanuel S. D. Estrada acknowledges the financial support from CAPES—Coordenação de Aperfeiçoamento de Pessoal de Nível Superior.

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Estrada, E.d.S.D., dos Santos, E.D., Isoldi, L.A., Rocha, L.A.O. (2019). Constructal Design Associated with Genetic Algorithm to Maximize the Performance of H-Shaped Isothermal Cavities. In: Platt, G., Yang, XS., Silva Neto, A. (eds) Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-96433-1_11

Download citation

Publish with us

Policies and ethics