Optimization of the Design of Shell and Double Concentric Tube Heat Exchanger using the TLBO Algorithm

Jump To References Section

Authors

  • H. S. Deepak
     Department of Mechanical Engineering, B.M.S. College of Engineering, Bangalore - 560019, Karnataka ,IN
  • Kavadiki Veerabhadrappa
     Department of Mechanical Engineering, B.M.S. College of Engineering, Bangalore - 560019, Karnataka ,IN
  • T. K. Tharakeshwar
     Department of Mechanical Engineering, Siddaganga Institute of Technology, Tumkur - 572103, Karnataka ,IN

DOI:

https://doi.org/10.18311/jmmf/2023/43184

Keywords:

Economic Optimization, Heat Exchangers, TLBO Algorithm.

Abstract

Heat Exchangers are devices that allow energy in form of heat to be transferred between two or more fluids. HEs are utilized in a wide range of commercial processes, including chemical, steel, and power generation. Here, we focus on the optimization of shell and dual concentric tube HEs. This type of HE has been in use for many years because of their reliable service to enterprise, the availability of a set of symbols, and perfection in design and modeling, and they are made from a wide range of materials. In this paper a novel computative technique called TLBO Algorithm is used, and the aim is to lower the overall cost by designing the HE with a shell and two concentric tubes. For every iteration, the algorithm detects and replaces duplicate solutions in order to produce an effective functional evaluation, which may then be used to choose the best solution. With a usual start, it proves to be quite efficient, and therefore this algorithm will assist us in achieving our aim function, which is in contrast to conventional HEs. With GA based HEs with a shell and twin concentric tube HEs, the overall cost has decreased by roughly 43% and 34%, respectively.

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

Downloads

Published

2024-05-24

How to Cite

Deepak, H. S., Veerabhadrappa, K., & Tharakeshwar, T. K. (2024). Optimization of the Design of Shell and Double Concentric Tube Heat Exchanger using the TLBO Algorithm. Journal of Mines, Metals and Fuels, 71(12A), 119–130. https://doi.org/10.18311/jmmf/2023/43184

Issue

Volume 71, Issue 12A , 2023

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Crossref
Scopus
Google Scholar
Europe PMC

 

References

Muralikrishna K, Shenoy UV. Heat exchanger design targets for minimum area and cost. Chemical Engineering Research and Design. 2000; 78(2):161-7. https://doi.org/10.1205/026387600527185

Chaudhuri PD, Diwekar UM, Logsdon JS. An automated approach for the optimal design of heat exchangers. Industrial and Engineering Chemistry Research. 1997; 36(9):3685-93. https://doi.org/10.1021/ie970010h

Ravagnani MASS, Da Silva AP, Andrade AL. Detailed equipment design in heat exchanger networks synthesis and optimisation. Applied Thermal Engineering. 2003; 23(2):141-51. https://doi.org/10.1016/S1359- 4311(02)00156-4

Mukherjee R. Effectively design shell-and-tube heat exchangers. Chemical Engineering Progress. 1998; 94(2):21-37.

Caputo AC, Pelagagge PM, Salini P. Heat exchanger design based on economic optimisation. Applied Thermal Engineering. 2008; 28(10):1151-9. https://doi. org/10.1016/j.applthermaleng.2007.08.010

Kara YA, Güraras Ö. A computer program for designing of shell-and-tube heat exchangers. Applied Thermal Engineering. 2004; 24(13):1797-805. https://doi. org/10.1016/j.applthermaleng.2003.12.014

Bougriou C, Baadache K. Shell-and-double concentrictube heat exchangers. Heat and Mass Transfer. 2010; 46(3):315-22. https://doi.org/10.1007/s00231-010- 0572-z

Baadache K, Bougriou C. Optimisation of the design of shell and double concentric tubes heat exchanger using the Genetic Algorithm. Heat and Mass Transfer. 2015; 51(10):1371-81. https://doi.org/10.1007/s00231-015- 1501-y

Schaffer JD. Multiple objective optimizations with vector evaluated genetic algorithms. In Proceedings of the first international conference on genetic algorithms and their applications, 1985. Lawrence Erlbaum Associates. Inc., Publishers; 1985.

Fettaka S, Thibault J, Gupta Y. Design of shelland- tube heat exchangers using Multi objective optimization. International Journal of Heat and Mass Transfer. 2013; 60:343-54. https://doi.org/10.1016/j. ijheatmasstransfer.2012.12.047

Sanaye S, Hajabdollahi H. Multi-objective optimization of shell and tube heat exchangers. Applied Thermal Engineering. 2010; 30(14-15):1937-45. https://doi. org/10.1016/j.applthermaleng.2010.04.018

Mishra M, Das PK, Sarangi S. Second law based optimisation of crossflow plate-fin heat exchanger design using genetic algorithm. Applied Thermal Engineering. 2009; 29(14-15):2983-9. https://doi.org/10.1016/j. applthermaleng.2009.03.009

Ponce-Ortega JM, Serna-González M, Jiménez- Gutiérrez A. Use of genetic algorithms for the optimal design of shell-and-tube heat exchangers. Applied Thermal Engineering. 2009; 29(2-3):203-9. https://doi. org/10.1016/j.applthermaleng.2007.06.040

Eryener D. Thermoeconomic optimization of baffle spacing for shell and tube heat exchangers. Energy Conversion and Management. 2006; 47(11-12):1478-89. https://doi.org/10.1016/j.enconman.2005.08.001

Asadi M, Song Y, Sunden B, Xie G. Economic optimization design of shell-and-tube heat exchangers by a cuckoosearch- algorithm. Applied Thermal Engineering. 2014; 73(1):1032-40. https://doi.org/10.1016/j. applthermaleng.2014.08.061

Guo J, Cheng L, Xu M. Optimization design of shell-andtube heat exchanger by entropy generation minimization and genetic algorithm. Applied Thermal Engineering. 2009; 29(14-15):2954-60. https://doi.org/10.1016/j. applthermaleng.2009.03.011

Şahin AŞ, Kılıç B, Kılıç U. Design and economic optimization of shell and tube heat exchangers using Artificial Bee Colony (ABC) algorithm. Energy Conversion and Management. 2011; 52(11):3356-62. https://doi.org/10.1016/j.enconman.2011.07.003

Costa AL, Queiroz EM. Design optimization of shell-andtube heat exchangers. Applied Thermal Engineering. 2008; 28(14-15):1798-805. https://doi.org/10.1016/j. applthermaleng.2007.11.009

Azad AV, Amidpour M. Economic optimization of shell and tube heat exchanger based on constructal theory. Energy. 2011; 36(2):1087-96. https://doi.org/10.1016/j. energy.2010.11.041

Fesanghary M, Damangir E, Soleimani I. Design optimization of shell and tube heat exchangers using global sensitivity analysis and harmony search algorithm. Applied Thermal Engineering. 2009; 29(5-6):1026-31. https://doi.org/10.1016/j.applthermaleng.2008.05.018

Ravagnani MA, Silva AP, Biscaia Jr EC, Caballero JA. Optimal design of shell-and-tube heat exchangers using particle swarm optimization. Industrial and Engineering Chemistry Research. 2009 ; 48(6):2927-35. https://doi. org/10.1021/ie800728n

Tharakeshwar TK, Seetharamu KN, Prasad BD. Multiobjective optimization using bat algorithm for shell and tube heat exchangers. Applied Thermal Engineering. 2017; 110:1029-38. https://doi.org/10.1016/j. applthermaleng.2016.09.031

Veerabhadrappa K, Tharakeshwar TK, Seetharamu KN, Hegde PG. Optimisation of shell and double concentric tube heat exchanger using the cuckoo optimization algorithm. In Proceedings of the 24th National and 2nd International ISHMT-ASTFE Heat and Mass Transfer Conference (IHMTC-2017). Begel House Inc; 2017. https://doi.org/10.1615/IHMTC-2017.2490

Rao R. Review of applications of TLBO algorithm and a tutorial for beginners to solve the unconstrained and constrained optimization problems. Decision Science Letters. 2016; 5(1):1-30. https://doi.org/10.5267/j. dsl.2015.9.003