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Table 1 Parameters of model calibration and prediction.

From: Real-time monitoring of the physiological state of CHO cells in bioreactor by using a dual spectroscopic strategy

 

Viable cell density

Dead cell density

LDH activity

ncalibration / nprediction

83 / 13

61 / 12

48 / 13

Regression model

Linear

Exponential

PLS

Calibration range

2 × 105 - 6 × 106 cells.ml-1

1 × 104 - 1 × 106 cells.ml-1

10 - 600 U.l-1

Preprocessing

N.A.

N.A.

1st derivative, SNV

Latent factor

N.A.

N.A.

7

0.94

0.97

0.94

RMSE

4.4x105 cells.ml-1

3.2x105 cells.ml-1

N.A.

RMSEC

N.A.

N.A.

29 U.l-1

RMSECV

N.A.

N.A.

44 U.l-1

RMSEP

1.25x105 cells.ml-1

7.4x104 cells.ml-1

9 U.l-1