A computational strategy for determining the optimal scaled wind speed in icing wind tunnel experiments

•A new computational strategy for determining the optimal scaled wind speed in icing wind tunnel experiments.•Icing numerical computation is involved in icing scaling analysis.•A high-efficient surrogate model and Differential Evolution Genetic Algorithm are used in the method.•The new method shows improvement in finding reasonable scaling icing parameters.