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function [airfoildata] = PerformRegression(data) % Relate the coefficients of the drag polar to Re as parabolic functions. % Drag polar is Cd = a0 + a1*alpha + a2*alpha^2 % The contents of airfoildata are the coefficients resulting from the % polynomial regression with respect to Reynolds number: %'NACA 4 or 5 digit' | 3 coefficients for a0 | % 3 coefficients for a1 | 3 coefficients for a2 | % 3 coefficients for alpha_stall % so that: % a0 = b1 + b2*log10(Re) + b3*log10(Re)^2 % a1 = c1 + c2*log10(Re) + c3*log10(Re)^2 % a2 = d1 + d2*log10(Re) + d3*log10(Re)^2 % and: % alphastall = k1 + k2*log10(Re) + k3*log10(Re)^2 for i = 1:length(data) if length(data(i).Re) >= 2 airfoildata{1}{i} = data(i).airfoil; airfoildata{2}{i} = [ones(size(data(i).Re)) log10(data(i).Re) log10(data(i).Re).^2]\[data(i).a0]; airfoildata{3}{i} = [ones(size(data(i).Re)) log10(data(i).Re) log10(data(i).Re).^2]\[data(i).a1]; airfoildata{4}{i} = [ones(size(data(i).Re)) log10(data(i).Re) log10(data(i).Re).^2]\[data(i).a2]; airfoildata{5}{i} = [ones(size(data(i).Re)) log10(data(i).Re) log10(data(i).Re).^2]\[data(i).alphastall]; end end
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