Spectrometer secondary reference calibration
Aspects of spectrometer secondary reference calibration are described. In one embodiment, a diagnostic measurement for evaluation of an aspect of calibration in spectroscopy is performed. A result of the diagnostic measurement is analyzed to determine a deviation from an expected result. Based on the analysis, a correction algorithm may be applied to the aspect of calibration, in view of the deviation. In some embodiments, a product model diagnostic measurement is also performed for further evaluation of the aspect of calibration. A result of the product model diagnostic measurement is analyzed to determine a product model deviation from an expected result of the product model diagnostic measurement, and a product model correction algorithm is applied, if necessary. According to aspects of the embodiments described herein, using secondary reference standards permits reconstruction of calibration parameters without any need for a master instrument or other forms of calibrated reference instrumentation.
1. A method, comprising:
performing, with a spectrographic instrument, an instrument diagnostic measurement for evaluation of an instrument calibration model of the spectrographic instrument;
analyzing, using a processor of the spectrographic instrument, a result of the instrument diagnostic measurement to determine a deviation from an expected benchmark performance criteria;
reconstructing, using the processor of the spectrographic instrument, a calibration parameter in the instrument calibration model using an instrument calibration correction algorithm based at least in part on the deviation from the expected benchmark performance criteria;
after reconstructing the calibration parameter in the instrument calibration model, determining, using the processor of the spectrographic instrument, whether the instrument diagnostic measurement meets the expected benchmark performance criteria; and
based on a determination that the instrument diagnostic measurement meets the expected benchmark performance criteria, performing, with the spectrographic instrument, a product model diagnostic measurement for evaluation of an aspect of calibration in a product calibration model of the spectrographic instrument.
2. The method of claim 1 , further comprising:
analyzing, using the processor of the spectrographic instrument, a result of the product model diagnostic measurement to determine a product model deviation from an expected product model benchmark performance criteria; and
reconstructing, using the processor of the spectrographic instrument, a calibration parameter in the product calibration model using a product model correction algorithm based at least in part on the product model deviation from the expected product model benchmark performance criteria.
3. The method of claim 2 , wherein:
analyzing the result of the product model diagnostic measurement comprises evaluating, using the processor of the spectrographic instrument, linearity and integrity of the result of the product model diagnostic measurement; and
reconstructing the calibration parameter in the product calibration model comprises using a linear or non-linear product model calibration correction algorithm to adjust the aspect of calibration in the product calibration model based at least in part on the product model deviation.
4. The method of claim 2 , further comprising performing, with the spectrographic instrument, a verification measurement on a product sample to verify the aspect of calibration in the product calibration model.
5. The method of claim 1 , wherein performing the instrument diagnostic measurement and performing the product model diagnostic measurement each comprises performing diagnostic measurements on a secondary reference standard.
6. The method of claim 5 , wherein the secondary reference standard comprises a National Institute of Standards and Technology (NIST) traceable certified reference standard.
7. The method of claim 1 , wherein analyzing the result of the instrument diagnostic measurement comprises determining, using the processor of the spectrographic instrument, whether additional adjustment to the instrument calibration model is required based at least in part on the expected benchmark performance criteria.
8. The method of claim 1 , wherein:
performing the instrument diagnostic measurement comprises performing an instrument diagnostic measurement for each of a plurality of aspects of calibration for near-infrared spectroscopy;
analyzing the result of the instrument diagnostic measurement comprises analyzing a respective result of the instrument diagnostic measurement for each of the plurality of aspects of calibration; and
reconstructing the calibration parameter in the instrument calibration model comprises applying a respective instrument correction algorithm for each of the plurality of aspects of calibration.
9. The method of claim 8 , wherein the plurality of aspects of calibration comprise wavelength accuracy, wavelength linearity, photometric accuracy, photometric linearity, instrument line shape, detector response, and source color temperature aspects of calibration.
10. The method of claim 1 , wherein reconstructing the calibration parameter in the instrument calibration model comprises at least one of applying a filter for noise compensation, applying a photometric correction for baseline and linear response signatures, or applying a response shape correction.
11. A spectrographic instrument, comprising:
spectrographic instrumentation for performing spectrographic measurements; and
a measurement processing engine configured to:
perform an instrument diagnostic measurement using the spectrographic instrumentation for evaluation of an instrument calibration model of the spectrographic instrumentation;
analyze a result of the instrument diagnostic measurement to determine a deviation from an expected benchmark performance criteria;
reconstruct a calibration parameter in the instrument calibration model using an instrument calibration correction algorithm based at least in part on the deviation from the expected benchmark performance criteria;
determine whether the instrument diagnostic measurement meets the expected benchmark performance criteria; and
based on a determination that the instrument diagnostic measurement meets the expected benchmark performance criteria, perform a product model diagnostic measurement using the spectrographic instrumentation for evaluation of an aspect of calibration in a product calibration model of the spectrographic instrumentation.
12. The spectrographic instrument of claim 11 , wherein the measurement processing engine is further configured to:
analyze a result of the product model diagnostic measurement to determine a product model deviation from an expected product model benchmark performance criteria; and
reconstruct a calibration parameter in the product calibration model using a product model correction algorithm based at least in part on the product model deviation from the expected product model benchmark performance criteria.
13. The spectrographic instrument of claim 11 , wherein the measurement processing engine is further configured to perform a verification measurement on a product sample using the spectrographic instrumentation to verify the aspect of calibration in the product calibration model.
14. The spectrographic instrument of claim 11 , wherein the measurement processing engine is further configured to perform the instrument diagnostic measurement and the product model diagnostic measurement on a secondary reference standard.
15. The spectrographic instrument of claim 11 , wherein the measurement processing engine is further configured to:
perform an instrument diagnostic measurement for each of a plurality of aspects of calibration for near-infrared spectroscopy;
analyze a respective result of the instrument diagnostic measurement for each of the plurality of aspects of calibration; and
reconstruct the calibration parameter in the instrument calibration model using a respective instrument correction algorithm for each of the plurality of aspects of calibration.
16. A method, comprising:
analyzing, using a processor of a spectrographic instrument, a result of an instrument diagnostic measurement to determine a deviation from an expected benchmark performance criteria;
reconstructing, using the processor of the spectrographic instrument, a calibration parameter in an instrument calibration model using an instrument calibration correction algorithm based at least in part on the deviation from the expected benchmark performance criteria;
determining, using the processor of the spectrographic instrument, whether the instrument diagnostic measurement meets the expected benchmark performance criteria; and
based on a determination that the instrument diagnostic measurement meets the expected benchmark performance criteria, performing, with the spectrographic instrument, a product model diagnostic measurement for evaluation of an aspect of calibration in a product calibration model of the spectrographic instrument.
17. The method of claim 16 , wherein performing the product model diagnostic measurement comprises performing diagnostic measurements on a secondary reference standard.
18. The method of claim 16 , further comprising:
analyzing, using the processor of the spectrographic instrument, a result of the product model diagnostic measurement to determine a product model deviation from an expected product model benchmark performance criteria; and
applying, using the processor of the spectrographic instrument, a product model correction algorithm to the product calibration model based at least in part on the product model deviation from the expected product model benchmark performance criteria.
19. The method of claim 18 , wherein:
analyzing the result of the instrument diagnostic measurement comprises determining, using the processor of the spectrographic instrument, whether additional adjustment to the instrument calibration model is required based at least in part on the expected benchmark performance criteria; and
analyzing the result of the product model diagnostic measurement comprises determining, using the processor of the spectrographic instrument, whether additional adjustment to the product calibration model is required based at least in part on the expected product model benchmark performance criteria.
20. The method of claim 16 , wherein:
performing the instrument diagnostic measurement comprises performing, with the spectrographic instrument, an instrument diagnostic measurement for each of a plurality of aspects of calibration;
analyzing the result of the instrument diagnostic measurement comprises analyzing, using the processor of the spectrographic instrument, a respective result of the instrument diagnostic measurement for each of the plurality of aspects of calibration; and
reconstructing the calibration parameter in the instrument calibration model comprises applying, using the processor of the spectrographic instrument, a respective instrument correction algorithm for each of the plurality of aspects of calibration.