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Pregled bibliografske jedinice broj: 814952

A Comparative Study of Evolutionary and Search Algorithms for Optimization of Heat Exchanger with Microchannel Coil


Glažar, Vladimir; Perčić, Marko; Marunić, Gordana; Franković, Bernard
A Comparative Study of Evolutionary and Search Algorithms for Optimization of Heat Exchanger with Microchannel Coil // Transactions of FAMENA, 40 (2016), 5; 75-84 (međunarodna recenzija, članak, znanstveni)


Naslov
A Comparative Study of Evolutionary and Search Algorithms for Optimization of Heat Exchanger with Microchannel Coil

Autori
Glažar, Vladimir ; Perčić, Marko ; Marunić, Gordana ; Franković, Bernard

Izvornik
Transactions of FAMENA (1333-1124) 40 (2016), 5; 75-84

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Optimization; genetic algorithm; simulated annealing; pattern search; heat exchanger

Sažetak
In this paper a comparative study of several algorithms for the optimization of heat exchanger with microchannel coil has been done. Multivariate optimizations have included three geometrical parameters of heat exchanger which, as predicted, significantly influence hydrodynamic behavior of the system. Data set used for the optimizations have been numerically acquired and experimentally validated. The air/water side numerical model of heat exchanger composed of flat tubes with rectangular shapes has been used. Objective function that combines the heat transfer rate and the pressure drops of air and water has been developed and employed for the optimization procedures. The optimization has been performed by means of two evolutionary algorithms (Genetic Algorithm and Simulated Annealing) and Pattern Search Algorithm. The comparison of obtained results has been accomplished along with the results analysis and final conclusions.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



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Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
  • Scopus