Grease deterioration detecting method and lubricant deterioration detecting method
US-2024310354-A1 · Sep 19, 2024 · US
US9939370B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9939370-B2 |
| Application number | US-201214128099-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 25, 2012 |
| Priority date | Jun 24, 2011 |
| Publication date | Apr 10, 2018 |
| Grant date | Apr 10, 2018 |
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Disclosed herein is a process and system to correct reflective distortions of an optical spectrum. In addition, a spectroscopy system that compensates for reflective distortions is disclosed.
Opening claim text (preview).
The invention claimed is: 1. A process of compensating for reflective distortions of optical spectra, the process comprising: scanning a sample with an energy emission to obtain at least one spectrum; performing a reverse Fourier transformation to obtain a real interferogram and an imaginary interferogram from the at least one spectrum; zero-filling the real and the imaginary interferograms; performing a forward Fourier transformation of the zero-filled real and the imaginary interferograms to obtain a real part and an imaginary part of the at least one spectrum; and recombining the real part and the imaginary part of the at least one spectrum using trial phase angles to obtain at least one corrected spectrum, the at least one corrected spectrum being substantially free of dispersive band shapes, and wherein the reflective distortions from a defined endpoint are corrected in the at least one corrected spectrum. 2. The process of claim 1 , wherein the at least one spectrum comprises a multi-spectral or hyperspectral image. 3. The process of claim 1 , wherein the at least one corrected spectrum comprises a corrected multi-spectral or hyperspectral image, the corrected multi-spectral or hyperspectral image being substantially free of dispersive effects. 4. The process of claim 1 , performing the reverse Fourier transformation to obtain the real interferogram and the imaginary interferogram from the at least one spectrum comprises pre-processing the at least one spectrum. 5. The process of claim 4 , wherein pre-processing the at least one spectrum comprises selecting a spectral range of the at least one spectrum. 6. The process of claim 5 , wherein the spectral range is between 778 and 1800 cm 1 . 7. The process of claim 4 , wherein pre-processing the at least one spectrum comprises computing a second derivative of the at least one spectrum. 8. The process of claim 4 , wherein pre-processing the at least one spectrum comprises vector normalizing the at least one spectrum. 9. The process of claim 4 , wherein pre-processing the at least one spectrum comprises interpolating or truncating the at least one spectrum. 10. The process of claim 9 , wherein the at least one spectrum is interpolated or truncated to a data point length which is an integer power of two. 11. The process of claim 1 , wherein performing the reverse Fourier transformation comprises a Fast Fourier Transform algorithm. 12. The process of claim 1 , wherein performing the forward Fourier transformation comprises a Fast Fourier Transform algorithm. 13. The process of claim 1 , wherein zero-filling the real and the imaginary interferograms comprises adding zero-values to the end of each interferogram. 14. The process of claim 13 , wherein a zero-filling factor is two. 15. The process of claim 1 , wherein recombining the real part and the imaginary part of the at least one spectrum using trial phase angles to obtain at least one corrected spectrum comprises varying a phase angle between −π/2 and π/2 radians. 16. The process of claim 1 , wherein recombining the real part and the imaginary part of the at least one spectrum using trial phase angles to obtain at least one corrected spectrum comprises varying a phase angle in user-defined increments. 17. A system for compensating for reflective distortions of optical spectra comprising a processor and a memory in electronic communication with the processor, wherein the memory stores computer executable code that when executed by the processor causes the processor to: scan a sample with an energy emission to obtain at least one spectrum; perform a reverse Fourier transformation to obtain a real interferogram and an imaginary interferogram from the at least one spectrum; zero-fill the real and the imaginary interferograms; perform a forward Fourier transformation of the zero-filled real and the imaginary interferograms to obtain a real part and an imaginary part of the at least one spectrum; and recombine the real part and the imaginary part of the at least one spectrum using trial phase angles to obtain at least one corrected spectrum, the at least one corrected spectrum being substantially free of dispersive band shapes, and wherein the reflective distortions from a defined endpoint are corrected in the at least one corrected spectrum. 18. The system of claim 17 , wherein executable code being stored on one or more memory devices. 19. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to pre-process the at least one spectrum. 20. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to select a spectral range of the at least one spectrum. 21. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to compute a second derivative of the at least one spectrum. 22. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to interpolate the at least one spectrum. 23. The system of claim 22 , wherein the at least one spectrum is interpolated or truncated to a data point length which is an integer power of two. 24. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to perform a Fast Fourier Transform algorithm. 25. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to add zero-values to the end of each interferogram. 26. The system of claim 25 , wherein a zero-filling factor is two. 27. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to vary a phase angle between π/2 and π/2 radians. 28. The system of claim 17 , further comprising executable code that when executed by the processor cause the processor to vary a phase angle in user-defined increments. 29. The system of claim 17 , further comprising at least one energy emission device for generating a waveform. 30. The system of claim 17 , further comprising at least one detection device for obtaining at least one spectrum from a sample. 31. A process of correcting optical spectra for distortions resulting from anomalous dispersion of the refractive index, the process comprising: scanning a sample with an energy emission to obtain at least one spectrum; performing a reverse Fourier transformation to obtain a real interferogram and an imaginary interferogram from the at least one spectrum; zero-filling the real and the imaginary interferograms; performing a forward Fourier transformation of the zero-filled real and the imaginary interferograms to obtain a real part and an imaginary part of the at least one spectrum; and recombining the real part and the imaginary part of the at least one spectrum using trial phase angles to obtain at least one corrected spectrum, the at least one corrected spectrum being substantially free of dispersive band shapes, and wherein the reflective distortions from a defined endpoint are corrected in the at least one corrected spectrum. 32. The process of claim 31 , wherein the distortions are not caused by interaction of reflectance and absorbance.
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