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Keywords: empirical correlations
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Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. August 2022, 144(8): 083009.
Paper No: JERT-21-1961
Published Online: January 18, 2022
... and 0.85 in the different datasets. The average absolute percentage error (AAPE) was less than 8% in the three ML models. The ML models outperform the empirical correlations that have AAPE greater than 19%. This study provides ML applications to accurately forecast the water saturation using the readily...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. June 2022, 144(6): 063007.
Paper No: JERT-21-1611
Published Online: August 24, 2021
... and management, and downstream facility design. However, dew point pressure measurement is an expensive and time-consuming task; its estimation using the thermodynamic approaches has convergency problems, and available empirical correlations often provide high uncertainty levels. In this paper, the hybrid neuro...
Journal Articles
Article Type: Research Papers
J. Energy Resour. Technol. September 2021, 143(9): 092103.
Paper No: JERT-20-2040
Published Online: May 3, 2021
..., whereas based on the water availability and load requirements, condenser is air-cooled. Accurate empirical correlations for thermal load and evaporator temperature against the concerning system driving factors have been reported. Response surface analyses of the performance parameters are studied...