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Keywords: artificial neural network
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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. January 2024, 16(1): 011004.
Paper No: TSEA-23-1266
Published Online: October 20, 2023
...Deepa Gupta; Probir Saha; Somnath Roy This research aims to create an artificial neural network (ANN) regression model for predicting the performance parameters of the perforated micro-pin fin (MPF) heat sinks for various geometric parameters and inflow conditions. A three-dimensional computational...
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...