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Keywords: ETSC efficiency
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Journal Articles

Design and Performance Analyses of Evacuated U-Tube Solar Collector Using Data-Driven Machine Learning Models

Astarag Mohapatra, P. K. S. Tejes, Chatur Gembali, B. Kiran Naik
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. February 2023, 145(1): 011007.
Paper No: SOL-22-1021
https://doi.org/10.1115/1.4054852
Published Online: July 29, 2022
... points and are reported in the literature. The heat transfer fluid outlet temperature (T htf,o ), thermal energy gained by heat transfer fluid (Q˙ htf ), and ETSC efficiency (ɳ ETSC ) are considered as output/performance parameters. The outcome of the predicted results suggests that the SGDR ML model...
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Topics: Design, Errors, Machine learning, Optimization, Solar collectors, Temperature, Thermal energy, Solar energy, Heat transfer