System and method for identifying unknown compounds using spectra pattern recognition
View Patent ↗A method of identifying and unknown compound comprises: (a) obtaining an absorption spectrum of the compound; (b) obtaining an absorbance value A n (ν n ) wherein A n is the absorption value at a wavenumber ν n ; (c) generating an array of values A′ n (ν′ n ) wherein A′ n (ν′ n )=A′ n (ν′ n )−A″ where A″ is an absorbance value which is modified from the measured absorbance, such as A avg where A avg is the average of A n (ν n ); (d) generating an array of values I n (ν n ) by integrating A′ n (ν′ n ) over a region of the spectrum; (e) normalizing the array of values I n (ν n ) with values I′ n (ν′ n ) obtained for a known compound. The system of this invention employs the above-described method in cooperation with a computer capable of receiving the absorption spectrum data and calculating values from the data using algorithms provided to the computer. The method and system of this invention may be used to identify unknown compounds for quality control, process control and other purposes.
1. A system for identifying an unknown compound comprising:
(a) providing a spectrometer capable of generating an absorption spectrum;
(b) providing a computer capable of receiving absorption spectrum data from the spectrometer and calculating values from the data using algorithms provided to the computer;
(c) obtaining an absorption spectrum of the compound;
(d) obtaining an absorbance value A n (ν n ) wherein A n is the absorption value at a wavenumber ν n ;
(e) generating an array of values A′ n (ν′ n ) wherein A′ n (ν′ n )=A n (ν n )−A″ where A″ is a modified absorbance value of A n (ν n );
(f) generating an array of values I n (ν n ) by integrating A′ n (ν′ n ) over a region of the spectrum;
(g) normalizing the array of values I n (ν n ) to obtain an array of values I′ n (ν′ n ); and
(h) comparing the values I′ n (ν′ n ) with values I′ n std (ν′ n ) obtain for a known compound.
2. The system of claim 1 , in which an infrared absorption spectrum of the compound is obtained, and A n is the infrared absorption value at a wavenumber ν n .
3. The system of claim 2 , in which the absorption spectrum is obtained from an FT-IR spectrometer.
4. The system of claim 3 , in which the absorption spectrum is obtained for the wavenumber range of 700 cm −1 to 4000 cm −1 .
5. The system of claim 1 , in which the absorption spectrum is obtained from a Raman spectrometer.
6. The system of claim 1 , in which the absorption spectrum is obtained for an alkane compound.
7. The system of claim 1 , in which A″=A avg .
8. A method of identifying an unknown compound comprising:
(a) obtaining an absorption spectrum of the compound;
(b) obtaining an absorbance value A n (ν n ) wherein A n is the absorption value at a wavenumber ν n ;
(c) generating an array of values A′ n (ν′ n ) wherein A′ n (ν′ n )=A n (ν n )−A″ where A″ is a modified absorbance value of A n (ν n );
(d) generating an array of values I n (ν n ) by integrating A′ n (ν′ n ) over a region of the spectrum;
(e) normalizing the array of values I n (ν n ) to obtain an array of values I′ n (ν′ n ); and
(f) comparing the values I′ n (ν′ n ) with values I′ n std (ν′ n ) obtained for a known compound.
9. The method of claim 8 , in which an infrared absorption spectrum of the compound is obtained, and A n is the infrared absorption value at a wavenumber ν n .
10. The method of claim 9 , in which the absorption spectrum is obtained from an FT-IR spectrometer.
11. The method of claim 8 , in which the absorption spectrum is obtained for an alkane compound.
12. The method of claim 11 , in which the absorption spectrum is obtained for the wavenumber range of 700 cm −1 to 4000 cm −1 .
13. The method of claim 8 , in which the absorption spectrum is obtained from a Raman spectrometer.
14. The method of claim 8 , in which A″=A avg .
15. A method of identifying an unknown compound comprising:
(a) obtaining an absorption spectrum of the compound;
(b) obtaining an absorbance value A n (ν n ) wherein A n is the absorption value at a wavenumber ν n ;
(c) generating an array of values A′ n (ν′ n ) wherein A′ n (ν′ n )=A n (ν n )−A″ where A″ is a modified absorbance value of A n (ν n );
(d) generating an array of values I n (ν n ) by integrating A′ n (ν′ n ) over a region of the spectrum where I(ν)=C l *A(ν)+I(ν−1)+C P *(A(ν)−A(ν−1))+C D *(A(ν)−2*A(ν−1)+A(ν−2)) where C l is an integral constant, C P is a proportional constant and C D is a derivative constant obtained for the unknown compound;
(e) normalizing the array of values I n (ν n ) to obtain an array of values I′ n (ν′ n ); and
(f) comparing the values I′ n (ν′ n ) with values I′ n std (ν′ n ) obtained for a known compound.
16. A system for identifying an unknown compound comprising:
(a) providing a spectrometer capable of generating an absorption spectrum;
(b) providing a computer capable of receiving absorption spectrum data from the spectrometer and calculating values from the data using algorithms provided to the computer;
(c) obtaining an absorption spectrum of the compound;
(d) obtaining an absorbance value A n (ν n ) wherein A n is the absorption value at a wavenumber ν n ;
(e) generating an array of values A′ n (ν′ n ) wherein A′ n (ν′ n )=A n (ν n )−A″ where A″ is a modified absorbance value of A n (ν n );
(f) generating an array of values I n (ν n ) by integrating A′ n (ν′ n ) over a region of the spectrum where I(ν)=C l *A(ν)+I(ν−1)+C P *(A(ν)−A(ν−1))+C D *(A(ν)−2* A(ν−1)+A(ν−2)) where C l is integral constant, C P is a proportional constant and C D is a derivative constant obtained for the unknown compound;
(g) normalizing the array of values I n (ν n ) to obtain an array of values I′ n (ν′ n ); and
(h) comparing the values I′ n (ν′ n ) with values I′ n std (ν′ n ) obtained for a known compound.