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Table 1 NIR results for calibration models and validation by external data sets.

From: NIR-spectroscopy for bioprocess monitoring & control

Analyte

Range

No. Cal. No. Val. Batches (Samples)

Reg. maths

Factors

SEC

SEP

TCC (·106 cell/mL)

0-16

5 (185)

3 (118)

None

2

1.07

0.48

Viability (%)

10-100

5 (193)

3 (110)

None

4

4.2

4.2

Glucose (g/L)

0-9

5 (198)

3 (105)

None

4

1.2

0.48

Glutamine (g/L)

0-1.1

5 (189)

3 (114)

SNV

2

0.16

correlation

  1. (TCC: total cell count; No.Cal.: Number of batches (samples) of the calibration set. No.Val.: Number of batches (samples) of the validation set; SNV: standard normal variate; SEC: standard error of calibration; SEP: standard error of prediction)