On the application of Harris hawks optimization (HHO) algorithm to the design of microchannel heat sinks

Name: On the application of Harris hawks optimization (HHO) algorithm to the design of microchannel heat sinks
Author: Abbasi, Ahmad, Firouzi, Behnam, Şendur, Polat

İsim	On the application of Harris hawks optimization (HHO) algorithm to the design of microchannel heat sinks
Yazar	Abbasi, Ahmad, Firouzi, Behnam, Şendur, Polat
Basım Tarihi:	2021-04
Basım Yeri	- Springer Nature
Konu	Optimization, Harris hawks optimization (HHO), Entropy generation, Micro-channel heat sink, Knudsen number, Metaheuristic optimization
Tür	Süreli Yayın
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	0177-0667
Kayıt Numarası	21f4fba8-3c26-4206-a689-4b62c2b60143
Lokasyon	Mechanical Engineering
Tarih	2021-04
Örnek Metin	A novel Harris hawks optimization algorithm is applied to microchannel heat sinks for the minimization of entropy generation. In the formulation of the heat transfer model of the microchannel, the slip flow velocity and temperature jump boundary conditions have been taken into account. A variety of materials and fluids have also been evaluated to determine the optimal design of the microchannel. Since the main objective of this paper is to assess the search and exploration ability of the novel Harris Hawks algorithm, results are also benchmarked with those of commonly used particle swarm optimization, bees optimization algorithm, grasshopper optimization algorithm, whale optimization algorithm and dragonfly algorithm. Finally, results are compared to the analytical results and results obtained by the application of genetic algorithms. Results show that the Harris hawks algorithm has a superior performance in minimizing the entropy generation of the microchannel. The algorithm is also more computationally efficient compared to the aforementioned algorithms. Moreover, optimization results indicate that the use of copper for the microchannel and ammonia as the coolant leads to minimal entropy generation and, therefore, is considered as the best design. Considering the poor corrosive characteristics of copper, aluminum as the microchannel material is proposed as an alternative.
DOI	10.1007/s00366-019-00892-0
Cilt	37

Kaynağa git Özyeğin Üniversitesi

Aramaya Dön

Özyeğin Üniversitesi

Kaynağa git

On the application of Harris hawks optimization (HHO) algorithm to the design of microchannel heat sinks

Yazar Abbasi, Ahmad, Firouzi, Behnam, Şendur, Polat

Basım Tarihi 2021-04

Basım Yeri - Springer Nature

Konu Optimization, Harris hawks optimization (HHO), Entropy generation, Micro-channel heat sink, Knudsen number, Metaheuristic optimization

Tür Süreli Yayın

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 0177-0667

Kayıt Numarası 21f4fba8-3c26-4206-a689-4b62c2b60143

Lokasyon Mechanical Engineering

Tarih 2021-04

Örnek Metin A novel Harris hawks optimization algorithm is applied to microchannel heat sinks for the minimization of entropy generation. In the formulation of the heat transfer model of the microchannel, the slip flow velocity and temperature jump boundary conditions have been taken into account. A variety of materials and fluids have also been evaluated to determine the optimal design of the microchannel. Since the main objective of this paper is to assess the search and exploration ability of the novel Harris Hawks algorithm, results are also benchmarked with those of commonly used particle swarm optimization, bees optimization algorithm, grasshopper optimization algorithm, whale optimization algorithm and dragonfly algorithm. Finally, results are compared to the analytical results and results obtained by the application of genetic algorithms. Results show that the Harris hawks algorithm has a superior performance in minimizing the entropy generation of the microchannel. The algorithm is also more computationally efficient compared to the aforementioned algorithms. Moreover, optimization results indicate that the use of copper for the microchannel and ammonia as the coolant leads to minimal entropy generation and, therefore, is considered as the best design. Considering the poor corrosive characteristics of copper, aluminum as the microchannel material is proposed as an alternative.

DOI 10.1007/s00366-019-00892-0

Cilt 37