Single- and multi-objective design optimization of plate-fin heat exchangers using Jaya algorithm
Authors:
- Ravipudi Venkata Rao,
- Ankit Saroj,
- Pawel Ocloń,
- Jan Taler,
- Dawid Taler
Abstract
This paper explores the use of Jaya algorithm for the single-and multi-objective design optimization of plate-fin heat exchangers (PFHEs). Design of PFHEs involves a number of geometric and physical parameters with high complexity. The general design approaches are based on trial and error and become tedious and time consuming and do not guarantee the achievement of an optimal design. Therefore, advanced optimization algorithms are preferred. The Jaya algorithm is a newly developed simple algorithm and it does not have any algorithmmic-specific parameters to be tuned and this aspect reduces the designer’s effort in tuning the parameters to arrive at the optimum value of the objective function. The Jaya algorithm is proposed for the design optimization of PFHEs by minimizing the total surface area of heat transfer, total annual cost, and total pressure drop of the system and maximizing the effectiveness. Seven design parameters are considered which are imposed by constraints on the design. Single- as well as multi-objective design optimization is carried out using the proposed algorithm. The results obtained by Jaya algorithm are compared with the results of latest reported algorithms. These comparisons revealed that the Jaya algorithm can be successfully applied for the design optimization of PFHEs.
- Record ID
- CUTf9a7528798134394ad61723524f2c0cf
- Publication categories
- ; ;
- Author
- Journal series
- Heat Transfer Engineering, ISSN 0145-7632, e-ISSN 1521-0537
- Issue year
- 2018
- Vol
- 39
- No
- 13-14
- Pages
- 1201-1216
- Other elements of collation
- rys.; tab.; wykr.; Bibliografia (na s.) - 1215-1216; Bibliografia (liczba pozycji) - 28; Oznaczenie streszczenia - Abstr.; Numeracja w czasopiśmie - Vol. 39, Iss. 13-14
- Conference
- 9th International Conference on Computational Heat and Mass Transfer (ICCHMT 2016), 2016, 23-05-2016 - 26-05-2016, Cracow, Poland, Polska
- Keywords in English
- plate-fin heat exchanger, multi-objective design optimization, Jaya algorithm, thermal modeling of plate-fin heat exchanger, maximization of the effectiveness of the plate-fin heat exchanger
- DOI
- DOI:10.1080/01457632.2017.1363629 Opening in a new tab
- URL
- https://www.tandfonline.com/doi/full/10.1080/01457632.2017.1363629 Opening in a new tab
- Language
- eng (en) English
- Score (nominal)
- 25
- Additional fields
- Indeksowana w: Web of Science, Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUTf9a7528798134394ad61723524f2c0cf/
- URN
urn:pkr-prod:CUTf9a7528798134394ad61723524f2c0cf
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.