Research Article

Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm

Volume: 27 Number: 2 June 1, 2024
EN

Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm

Abstract

The present study demonstrates the successful application of the grasshopper optimization algorithm (GOA) to the thermodynamic and economic modeling and optimization of cross-flow plate-fin heat exchangers with offset strip fins. To this end, the ε-NTU method was played to determine the efficiency and pressure drop. Seven parameters, namely the exchanger length at hot and cold sides, number of hot-side layers, fin frequency, fin-strip length, fin thickness, and fin height, constitute the design parameters for the optimization of the heat exchanger. The efficiency of the heat exchanger, the entropy generation, and the total annual system cost were considered the objective functions. Accordingly, the optimization of each objective function was investigated separately. The efficiency and accuracy of the proposed algorithm were validated using two examples from the literature. Comparison between the obtained results and those in the previous studies indicates that GOA performed better in minimizing total annual cost and entropy generation and maximizing efficiency.

Keywords

Supporting Institution

Langarud Branch, Islamic Azad University, Langarud, Iran

Thanks

Langarud Branch, Islamic Azad University, Langarud, Iran

References

  1. A. Farzin, M. Ghazi, A. F. Sotoodeh, M. Nikian, “Economic optimization of heat exchanger networks based on geometric parameters using hybrid genetic-particle swarm algorithm technique”, J. Eng. Des. Tech., 19, 989-1015, 2021.
  2. P.K. Das, I. Ghosh, “Thermal design of multistream plate fin heat exchangers—a state-of-the-art review”, Heat Trans. Eng., 33, 284-300, 2012.
  3. R.K. Shah, D.P. Sekulic, Fundamentals of heat exchanger design, Hoboken, New Jerse: John Wiley & Sons, Inc., 2003.
  4. X. Zheng, Z. Qi, “A comprehensive review of offset strip fin and its applications”, Appl. Therm. Eng., 139, 61-75, 2018.
  5. A. Farzin, M. Ghazi, A. Sotoodeh, M. Nikian, “Economic optimization of heat exchangers network based on accuracy design of equipment using whale algorithm”, J. Eng. Des. Tech., 19, 989-1015, 2021.
  6. R.V. Rao, A. Saroj, P. Ocloń, J. Taler, D. Taler, “Single-and multi-objective design optimization of plate-fin heat exchangers using Jaya algorithm”, Heat Trans. Eng., 39, 1201-1216, 2018.
  7. R. Song, M. Cui, “Single-and multi-objective optimization of a plate-fin heat exchanger with offset strip fins adopting the genetic algorithm”, Appl. Therm. Eng., 159, 113881, 2019.
  8. E. Işık, M. Inallı, “Artificial neural networks and adaptive neuro-fuzzy inference systems approaches to forecast the meteorological data for HVAC: the case of cities for Turkey”, Energy, 154, 7-16, 2018.

Details

Primary Language

English

Subjects

Mechanical Engineering

Journal Section

Research Article

Early Pub Date

February 19, 2024

Publication Date

June 1, 2024

Submission Date

May 5, 2023

Acceptance Date

December 30, 2023

Published in Issue

Year 2024 Volume: 27 Number: 2

APA
Farzin, A., Mehran, S., & Salmalian, K. (2024). Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm. International Journal of Thermodynamics, 27(2), 1-9. https://doi.org/10.5541/ijot.1285479
AMA
1.Farzin A, Mehran S, Salmalian K. Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm. International Journal of Thermodynamics. 2024;27(2):1-9. doi:10.5541/ijot.1285479
Chicago
Farzin, Amin, Saeed Mehran, and Kaveh Salmalian. 2024. “Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm”. International Journal of Thermodynamics 27 (2): 1-9. https://doi.org/10.5541/ijot.1285479.
EndNote
Farzin A, Mehran S, Salmalian K (June 1, 2024) Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm. International Journal of Thermodynamics 27 2 1–9.
IEEE
[1]A. Farzin, S. Mehran, and K. Salmalian, “Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm”, International Journal of Thermodynamics, vol. 27, no. 2, pp. 1–9, June 2024, doi: 10.5541/ijot.1285479.
ISNAD
Farzin, Amin - Mehran, Saeed - Salmalian, Kaveh. “Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm”. International Journal of Thermodynamics 27/2 (June 1, 2024): 1-9. https://doi.org/10.5541/ijot.1285479.
JAMA
1.Farzin A, Mehran S, Salmalian K. Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm. International Journal of Thermodynamics. 2024;27:1–9.
MLA
Farzin, Amin, et al. “Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm”. International Journal of Thermodynamics, vol. 27, no. 2, June 2024, pp. 1-9, doi:10.5541/ijot.1285479.
Vancouver
1.Amin Farzin, Saeed Mehran, Kaveh Salmalian. Thermodynamic and Economic Optimization of Plate-Fin Heat Exchangers Using the Grasshopper Optimization Algorithm. International Journal of Thermodynamics. 2024 Jun. 1;27(2):1-9. doi:10.5541/ijot.1285479

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