Cheetah optimization algorithm for optimum design of heat exchangers

IF 3.5 4区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Materials Testing Pub Date : 2023-06-30 DOI:10.1515/mt-2023-0015
S. M. Sait, Pranav Mehta, Dildar Gürses, A. Yıldız
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引用次数: 5

Abstract

Abstract Thermal system optimization is always a challenging task due to several constraints and critical concepts of thermo-hydraulic aspects. Heat exchangers are one of those devices that are widely adopted in thermal industries for various applications such as cryogenics, heat recovery, and heat transfer applications. According to the flow configurations and enhancement of fins, the heat exchangers are classified as plate-fin heat exchangers, shell and tube heat exchangers, and tube-fin heat exchangers. This article addresses the economic optimization challenge of plate-fin heat exchangers using cheetah optimization (CO) algorithm. The design variables were optimized using the CO algorithm, and statistical results were compared with eight well-established algorithms. The study revealed that the cheetah algorithm is prominent in terms of realizing minimizing the overall cost of the plate-fin heat exchanger with a 100 % of success rate. Furthermore, the study suggests adopting the cheetah optimizer for solving optimization challenges in different fields.
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换热器优化设计的猎豹优化算法
由于热液压方面的一些限制和关键概念,热系统优化一直是一项具有挑战性的任务。热交换器是热工业中广泛采用的设备之一,用于各种应用,如低温,热回收和传热应用。根据翅片的流动形态和强化程度,换热器可分为板翅式换热器、管壳式换热器和管翅式换热器。本文利用猎豹优化(cheetah optimization, CO)算法解决了板翅式换热器的经济性优化问题。采用CO算法对设计变量进行优化,并将统计结果与8种已建立的算法进行比较。研究表明,猎豹算法在实现板翅式换热器的总成本最小化方面表现突出,成功率为100%。此外,研究建议采用猎豹优化器来解决不同领域的优化挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Materials Testing
Materials Testing 工程技术-材料科学:表征与测试
CiteScore
4.20
自引率
36.00%
发文量
165
审稿时长
4-8 weeks
期刊介绍: Materials Testing is a SCI-listed English language journal dealing with all aspects of material and component testing with a special focus on transfer between laboratory research into industrial application. The journal provides first-hand information on non-destructive, destructive, optical, physical and chemical test procedures. It contains exclusive articles which are peer-reviewed applying respectively high international quality criterions.
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