A4 Conference proceedings

Shell-and-tube heat exchanger optimization - considering problem formulation and tuning for different types of methods


Open Access publication

Publication Details
Authors: Saari Jussi, Garcia Perez Manuel, Vianna Neto Marcio, Cardoso Marcelo, Vakkilainen Esa, Kaikko Juha
Publication year: 2019
Language: English
Title of parent publication: Proceedings HEFAT 2019 14th International Conference on Heat Transfer, Fluid Mechanics and Thermodynamics
Start page: 1342
End page: 1349
Number of pages: 8
ISBN: 978-1-77592-191-2
JUFO-Level of this publication: 0
Open Access: Open Access publication

Abstract

The optimization of shell-and-tube heat exchangers with fourdifferent methods is studied, considering the impact of control parameter settings and problem formulation, and using a realistic equipment cost model. One formulation with mainly continuous variables, and three enforcing standard discrete dimensions are evaluated. The effect of both problem formulation and algorithm tuning was clear, underlining the need for sufficient coverage of both for meaningful optimizer performance comparisons. Tailoring the problem formulation to the characteristics of the optimizer was shown to be useful. Of the considered optimizers, differential evolution was clearly superior to others. For particle swarm and genetic algorithm, findings contradict earlier studies.


Last updated on 2020-20-03 at 10:03