Estimation of measurement uncertainty arising from manual sampling of fuels

► The uncertainty caused by sampling of fuels is estimated using a balanced experimental design. ► The three statistical approaches used for the estimation give statistically different results. ► The estimation of robust ANOVA is considered more reliable because of the presence of outliers. ► Sampling uncertainty accounts only for the 29% of the total measurement uncertainty.