A full 3~4 factorial experimental design for efficiency optimization of an unglazed transpired solar collector prototype

摘要

The goal of this study was to model and optimize the thermal performance of an unglazed transpired solar collector (UTC) prototype using a full factorial experiment with four factors (hole diameter, absorber coating, irradiation and mass flow rate) at three levels. A quadratic polynomial model for efficiency was shown to explain 95.47% of the variance of thermal output. Residuals analysis and analysis of variance were used to validate the best-fit model. Finally, the model was optimized using response surface representations. An optimal combination of levels of the four parameters was obtained to provide a collector efficiency of 70-80%. The chosen experimental methodology provided accurate characterization of the parameters that have the greatest impact on UTC performance.