Comparison of PLS algorithms in gasoline and gas oil parameter monitoring with MIR and NIR

Serial PLS gave the best results in all analysed cases, followed by one single PLS with MIR or NIR. Multiblock PLS gave intermediate results between both single PLS. However, for the studied parameters, the best calibration model was single PLS, since the results were quite accurate and achieved in less time.