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Journal Articles
Accepted Manuscript
Timothy Burdett, Izhar Ullah, Lesley Wright, Je-Chin Han, John McClintic, Daniel Crites, Riahi Ardeshir
Article Type: Research Papers
J. Thermal Sci. Eng. Appl.
Paper No: TSEA-22-1484
Published Online: February 3, 2023
Journal Articles
Praveen Barmavatu, Mihir Kumar Das, R. Subash, Banoth Sravanthi, Radhamanohar Aepuru, R. Venkat Reddy, Yalagandala Akshay Kumar
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2023, 15(4): 041001.
Paper No: TSEA-21-1662
Published Online: January 30, 2023
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 1 Plate-fin heat exchanger More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 2 Schematic diagram of test flow More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 3 Wavy fin heat exchanger More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 4 Experimental setup More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 5 Neural network structure of RBF More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 6 ( a ) Scanning electron micrographs of eroded material and ( b ) material microstructures of tube and fin at 200× and 500× More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 7 ( a ) Scanning electron micrographs of SS316 + Cu 4% at a 30-deg and 90-deg impact angle and ( b ) material structure for base plates at 200× and 500× More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 8 Velocity and pressure vectors for the fin configuration: ( a ) velocity distribution and ( b ) pressure distribution More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 9 Velocities with temperature for different fluids More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 10 Temperature variations of pure water flow on hot and cold sides More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 11 Temperature variations of MFC coolant blend More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 12 Temperature variations of ECSTAR coolant blend More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 13 Temperature variations of TFC anti-freeze coolant blend More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 14 Hot- and cold-side outlet with effectiveness More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 15 Comparison of effectiveness with MFR More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 16 Effectiveness comparison with MFR for water More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 17 Effectiveness comparison with MFR for MFC coolant More
Image
in Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
> Journal of Thermal Science and Engineering Applications
Published Online: January 30, 2023
Fig. 18 Effectiveness comparison with MFR for coolant ECSTAR More