In the present paper a mathematical model for a mini-channel heat exchanger is proposed. Multiobjective optimization using genetic algorithm is performed in the next step in order to obtain a set of geometrical design parameters, leading to minimum pressure drops and maximum overall heat transfer coefficient. Multiobjective optimization procedure provides a set of optimal solutions, called Pareto front, each of which is a trade-off between the objective functions and can be freely selected by the user according to the specifications of the project. A sensitivity analysis is also carried out to study the effects of different geometrical parameters on the considered functions. The whole system has been modeled based on advanced experimental correlations in matlab environment using a modular approach.
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September 2013
Research-Article
Mathematical Modeling and Multi-Objective Optimization of a Mini-Channel Heat Exchanger Via Genetic Algorithm
Tommaso Selleri,
Tommaso Selleri
Scuola di Ingegneria Industriale,
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
e-mail: tommaso.selleri@mail.polimi.it
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
Italy
e-mail: tommaso.selleri@mail.polimi.it
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Behzad Najafi,
Fabio Rinaldi,
Fabio Rinaldi
1
e-mail: fabio.rinaldi@polimi.it
Dipartimento di Energia,
Politecnico di Milano,
Via Lambruschini 4,
Milano, 20156,
Dipartimento di Energia,
Politecnico di Milano,
Via Lambruschini 4,
Milano, 20156,
Italy
1Correpsonding author.
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Guido Colombo
Guido Colombo
Scuola di Ingegneria Industriale,
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
e-mail: guido1.colombo@mail.polimi.it
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
Italy
e-mail: guido1.colombo@mail.polimi.it
Search for other works by this author on:
Tommaso Selleri
Scuola di Ingegneria Industriale,
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
e-mail: tommaso.selleri@mail.polimi.it
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
Italy
e-mail: tommaso.selleri@mail.polimi.it
Behzad Najafi
e-mail: behzad.najafi@mail.polimi.it
Fabio Rinaldi
e-mail: fabio.rinaldi@polimi.it
Dipartimento di Energia,
Politecnico di Milano,
Via Lambruschini 4,
Milano, 20156,
Dipartimento di Energia,
Politecnico di Milano,
Via Lambruschini 4,
Milano, 20156,
Italy
Guido Colombo
Scuola di Ingegneria Industriale,
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
e-mail: guido1.colombo@mail.polimi.it
Campus di Piacenza,
Politecnico di Milano,
Via Scalabrini, 76,
Piacenza, 29100,
Italy
e-mail: guido1.colombo@mail.polimi.it
1Correpsonding author.
Manuscript received December 11, 2012; final manuscript received February 19, 2013; published online July 18, 2013. Assoc. Editor: Zahid Ayub.
J. Thermal Sci. Eng. Appl. Sep 2013, 5(3): 031013 (10 pages)
Published Online: July 18, 2013
Article history
Received:
December 11, 2012
Revision Received:
February 19, 2013
Citation
Selleri, T., Najafi, B., Rinaldi, F., and Colombo, G. (July 18, 2013). "Mathematical Modeling and Multi-Objective Optimization of a Mini-Channel Heat Exchanger Via Genetic Algorithm." ASME. J. Thermal Sci. Eng. Appl. September 2013; 5(3): 031013. https://doi.org/10.1115/1.4023893
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