Method for developing a calibration algorithm for...

Details Method for developing a calibration algorithm for... Method for developing a calibration algorithm for...

2005-09-13

2005-09-13

Porta, David (Department: 2878)

Radiant energy

Luminophor irradiation

Methods

Reexamination Certificate

active

06943358

ABSTRACT:
A method for developing an algorithm for quantifying the hydrocarbon content of aqueous media includes: a) irradiating aqueous test samples containing hydrocarbons and particulates with light so that fluorescent emissions and scattered light signals are emitted from the test samples; b) detecting fluorescent emissions and the scattered light signals emitted from the test samples; c) generating first data signals representing the intensities of the fluorescent emissions, and second data signals representing the intensities and scatter angles of the second data signals; d) storing representations of the first and second data signals to create a data set; e) dividing the data set into training, test, and validation data sets; f) selecting input parameters from the data set; g) defining and training a neural network having hidden node using the training and the test data sets; and h) validating the neural network using the validation data set.

REFERENCES:
patent: 5420432 (1995-05-01), Manook et al.
patent: 5703959 (1997-12-01), Asano et al.
patent: 5717209 (1998-02-01), Bigman et al.

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