Academic Journal
OPTIMIZATION OF HEAT EXCHANGER SYSTEMS USING A FUZZY REINFORCED SWARM INTELLIGENCE
| العنوان: | OPTIMIZATION OF HEAT EXCHANGER SYSTEMS USING A FUZZY REINFORCED SWARM INTELLIGENCE |
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| المؤلفون: | Mortazavi, Ali, Moloodpoor, Mahsa, Kartal, Murat Emre |
| بيانات النشر: | Begell House Inc |
| سنة النشر: | 2022 |
| المجموعة: | Ege University Institutional Repository |
| مصطلحات موضوعية: | metaheuristic optimization method, fuzzy logic, heat exchanger optimization, Economic Optimization, Search Algorithm, Optimal-Design, Genetic Algorithms |
| الوصف: | The significance and popularity of heat exchangers in industrial applications cause their cost-efficient design to become an important issue. This aim can be accomplished by optimizing the features of these systems in order to reduce their total cost. In this respect, the current study deals with employing a nongradient-based swarm intelligence the so-called interactive fuzzy search algorithm (IFSA) for the optimal designing of heat exchangers. The IFSA is a parameter-free and self-adaptive method applying a fuzzy decision-making mechanism that utilizes two nine-rule fuzzy mapping mechanisms to regulate the exploitation and exploration search behaviors of the optimization algorithm. In line with the subject of the current study, double-pipe and shell-and-tube heat exchangers cost optimization models and a suite of benchmark mathematical functions are considered as constrained and unconstrained optimization problems. The achieved outcomes are compared with the results obtained using five other well-known metaheuristic optimization methods. The attained results indicate that thanks to its fuzzy module the proposed approach can adapt itself to governing conditions of the problems and provides promising results in solving the thermo-economic model of heat exchanger systems. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 2162-6561 1064-2285 |
| Relation: | Heat Transfer Research; Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı; https://hdl.handle.net/11454/79099; Kartal, Murat Emre/0000-0003-3896-3438; 53; 10; 15; 50 |
| الاتاحة: | https://hdl.handle.net/11454/79099 |
| Rights: | none |
| رقم الانضمام: | edsbas.809F21EE |
| قاعدة البيانات: | BASE |
| تدمد: | 21626561 10642285 |
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