Predictive modeling methodology for obtaining optimally predicted results with reduced uncertainties: Illustrative application to a simulated solar collector facility

The predictive methodology presented in this work can be used for validating simulation models, and for designing and/or improving the performance of experimental installations. Current limitations of this predictive modeling methodology are also highlighted, along with ongoing work towards generalizing and significantly extending its applicability.