Research Article

Quality Analysis and Shelf-Life Prediction of Antarctic Krill (Euphausia superba) Sauce Based on Kinetic Model and Back Propagation Neural Network Model

Table 5

Predicted and experimental values of the POV and TBARS level and their relative errors for AkS at 37°C.

IndicatorsPOV (g/100 g)TBARS (mg/kg)
Storage time (d)Experimental valuesPredicted values (Arrhenius model)Relative errors (%)Predicted values (BP neural network model)Relative errors (%)Experimental valuesPredicted values (Arrhenius model)Relative errors (%)PV (BP neural network)Relative errors (%)

00.030.033.620.031.250.740.9629.280.730.88
70.040.057.860.047.360.961.004.650.915.06
140.050.0623.640.054.191.031.051.941.021.38
210.070.0814.420.065.901.071.102.841.092.26
280.080.0915.330.099.611.161.14-1.721.150.86
350.110.10-5.850.112.591.231.19-3.271.220.59
420.130.12-8.060.143.841.301.24-4.821.310.56
490.140.13-4.470.154.171.351.29-4.471.331.17
560.150.15-0.820.151.391.361.33-2.111.381.52
630.160.164.970.160.081.391.38-0.461.390.62
700.160.189.380.162.671.391.432.281.411.03