How to create a best fit line here?

2 Ansichten (letzte 30 Tage)
Zifeng Qiu
Zifeng Qiu am 10 Feb. 2021
Kommentiert: Zifeng Qiu am 10 Feb. 2021
I was trying to make a best-fit line with the data that I have, but for some reason the polyfit command doesn't seem to give me the right answer for it. Does anyone know how to fix it? Thank you.
thickness = 0.8; % the units are in mm
width = 12.7;
area = thickness*width;
load = xlsread('homework1.xlsx','A9:A42');
strain = xlsread('homework1.xlsx','B9:B42');
trueStress1 = (load.*(1+strain))./area; % true stress calculation
trueStrain1 = log(strain + 1); % true strain calculation
x = log(trueStrain1);
y = log(trueStress1);
p = polyfit(x,y,1); % bestfit the line between points
f = polyval(p,x);
figure;
plot(x,y,'o');
hold on
plot(x,f,'-');
title('True Stress vs. True Strain');
xlabel('Log \epsilon');
ylabel('Log \sigma');
legend('data','linear fit','location','northwest')

Akzeptierte Antwort

Chad Greene
Chad Greene am 10 Feb. 2021
It looks like the first x value is -Inf. Try eliminating that point from the polynomial fit, like this:
p = polyfit(x(2:end),y(2:end),1); % bestfit the line between points

Weitere Antworten (0)

Kategorien

Mehr zu Stress and Strain finden Sie in Help Center und File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by