Skip navigation
Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/23332
Title: Single and multi-objective optimization of nanofluid flow in flat tube to enhance heat transfer using antlion optimizer algorithms
Authors: Dinkar S.K.
Deep, K.
Published in: International Journal of Systems Assurance Engineering and Management
Abstract: This optimization problem focuses to determine the five independent design variables to find out the optimal values of heat transfer coefficient (H∼) and pressure drop (Δ P) parameters. It consists of two conflicting optimization problem as discrete objective functions: first to maximize heat transfer coefficient and second to minimize pressure drop value. In this work, the problem is optimized using two approaches: First, single objective approach for both the objective functions separately to determine the optimal values of design variables using classical ALO and its modified variants. Secondly, multi-objective approach in which both the objective functions are optimized simultaneously to determine objective function values of heat transfer coefficient and pressure drop while optimizing design variables. This purpose is achieved using two different methods of multi-objective optimization: (i) Using weighted sum approach of multi-objective optimization using classical ALO and its proposed variants (ii) Pareto based multi-objective optimization using multi-objective antlion optimizer. The model used in this work is developed using Al2O3-water nanofluid using horizontal flat tube with the help of computational fluid dynamics and response surface methodology (RSM). The obtained results show superiority of ALO and its modified variants approach and also compared with RSM. © 2021, The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden.
Citation: International Journal of Systems Assurance Engineering and Management, 12(6): 1026-1035
URI: https://doi.org/10.1007/s13198-021-01091-1
http://repository.iitr.ac.in/handle/123456789/23332
Issue Date: 2021
Publisher: Springer
Keywords: Antlion optimizer
Heat transfer coefficient
Nanofluid
Optimization
Pressure drop value
ISSN: 9756809
Author Scopus IDs: 57196220500
8561208900
Author Affiliations: Dinkar, S.K., Department of Computer Science and Applications, G B Pant Institute of Engineering and of Technology, Pauri Garhwal, Uttarakhand, India
Deep, K., Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
Funding Details: The first author is thankful to All India Council of Technical Education (AICTE), Government of India. All India Council for Technical Education, अभातशिप
Corresponding Author: Dinkar, S.K.; Department of Computer Science and Applications, India; email: sdinkar@ma.iitr.ac.in
Appears in Collections:Journal Publications [MA]

Files in This Item:
There are no files associated with this item.
Show full item record


Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.