A PLS regression model using NIR spectroscopy for on-line monitoring of the biodiesel production reaction

► NIR spectroscopy was applied online to monitor the soybean oil transesterification. ► PLS model was developed to predict the conversion of triglycerides to methyl esters. ► A new spectral range was employed to develop the model. ► The model was applied to monitor different reactions temperatures.