Fig. 18 | Scientific Reports

Fig. 18

From: Computational fluid dynamics and machine learning integration for evaluating solar thermal collector efficiency -Based parameter analysis

Fig. 18Fig. 18

SHAP (SHapley Additive exPlanations) value dependence analysis for SVR model of thermal system efficiency with interaction of (a) equivalent thermal conductivity of MPHA with air velocity; (b) power density for thermal conversion with inlet temperature; (c) heat transfer coefficient of glass cover with power density for thermal conversion; (d) air inlet temperature with heat transfer coefficient of glass cover; (e) equivalent thermal conductivity of MPHA with air velocity; and (f) power density for thermal conversion with air inlet temperature.

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