DocumentCode
3695560
Title
A novel objective function for design optimization of shell and tube heat exchangers
Author
Rihanna Khosravi;Abbas Khosravi;Saeid Nahavandi
Author_Institution
Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia
fYear
2015
fDate
6/1/2015 12:00:00 AM
Firstpage
872
Lastpage
877
Abstract
Design and optimization of shell and tube heat exchanger (STHX) is a challenging task for engineers. Often the optimization search space is multidimensional and several design requirements and variable limits have to be addressed. This paper introduces a new approach for integrating design efficiency constraint into the optimization cost-based objective function. This approach enables the evolutionary algorithms to better evaluate inferior and even unacceptable solutions and appropriately use them in the search for superior solutions. Adjustable parameters of the new objective function enables the engineers to apply their design preferences. Performance of the proposed objective function is examined for design optimization of a STHX in this study. Through comprehensive simulations, it is found that optimization using the proposed objective function always locates globally optimal solutions in the multidimensional search space. Furthermore, it offers alternative solutions which are more attractive in terms of total cost of STHX.
Keywords
"Linear programming","Cost function","Electron tubes","Evolutionary computation","Heating","Algorithm design and analysis"
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2015 IEEE 10th Conference on
Type
conf
DOI
10.1109/ICIEA.2015.7334233
Filename
7334233
Link To Document