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Nonlinear Calibration for Near-Infrared Spectroscopy

✍ Scribed by K. Dadhe

Publisher
John Wiley and Sons
Year
2004
Tongue
English
Weight
119 KB
Volume
27
Category
Article
ISSN
0930-7516

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✦ Synopsis

Nonlinear models such as neural networks and support vector machines are used with particular consideration of their generalization potential. To assess the model predictions without knowledge of the true output, prediction intervals are calculated by bootstrap procedures. As an example, the estimation of methyl acetate mole fraction in a four‐component mixture is described. The experimental values are taken from a reactive distillation pilot plant.

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