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Keywords: genetic algorithm
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2025, 17(2): 021002.
Paper No: TSEA-24-1178
Published Online: December 9, 2024
... performance, a predictive model has been developed using an artificial neural network (ANN). This model drives the genetic algorithm (GA) that considers the multivariable interaction of PCMs and nanoparticle concentrations to identify the optimal configuration and results in better thermal performance...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2020, 12(3): 031007.
Paper No: TSEA-19-1020
Published Online: October 15, 2019
...Eric C. Okonkwo; Humphrey Adun; Akinola A. Babatunde; Muhammad Abid; Tahir A.H. Ratlamwala The paper presents an entropy generation minimization study for a solar parabolic trough collector (PTC) operating with SiO 2 –water nanofluid using a genetic algorithm (GA) and artificial neural network (ANN...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2020, 12(2): 021003.
Paper No: TSEA-18-1342
Published Online: August 31, 2019
...Younis Osama Abdelsalam; Sajad Alimohammadi; Tim Persoons Genetic algorithms (GAs) are considered to be one of the main types of evolutionary algorithms (EAs) and are being increasingly used in various engineering design applications. To a large extent, plate-fin heatsinks are used in the thermal...