US5313406A
Expired / Lapsed
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Procedures for analyzing multicomponent FT-IR spectra for unknown mixtures of gases
Assignee: HELSINGIN MITTAKOJE Oy
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Filing: 1992-06-10
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Granted: 1994-05-17
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Expires: 2012-06-10
Abstract
Abstract Procedures are provided for analyzing multicomponent FT-IR spectra for unknown mixtures of gases. In the analysis, the FT-IR spectrum is measured for the particular unknown mixture of gases to be analyzed. The operations of the multicomponent analysis are divided into three different levels so that the most laborious operations, which have to be performed very seldom or only once, are on the highest level. Rapid calculation operations to be performed in connection with each spectrum analysis are on the lowest level. The levels are as follows: 1) Forming a spectrum library; 2) Introducing a new basis and adding a new vector to the old basis; and 3) Individual analysis. Variances, error limits, and residual spectrums are calculated in the analysis. A windowing procedure is followed to reject spectrum portions where the transmittance approaches zero or which do not contain real information for some other reason. Determination of the partial pressures is speeded up by storing predetermined calculation results in a data file for later usage, thereby avoiding unnecessary recalculation of certain equations utilized in the analysis.
Inventors
- 👤 Jyrki Kauppinen
- 👤 Pekka Saarinen
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-06 02:08
CPC Classifications
G; G01; G01N; G01N21/00; G01N21/17; G01N21/25; G01N21/31; G01N21/35; G01N21/3504; G01N2021/3595
Claims Analysis
Total Claims: 6
Claim 1
Independent Claim
353 words
A procedure for analyzing a multicomponent FT-IR spectrum of an unknown mixture of gases, the procedure comprising the steps of: providing a gas spectrum analyzer in which a set of FT-IR library spectra of pure molecular gases, measured in known pressures, are stored as vectors k having N components and by which analyzer inner products for all possible combinations of two vectors k are calculated and stored; measuring an FT-IR spectrum s for the unknown mixture of gases; storing by said gas spectrum analyzer the FT-IR spectrum s as a vector having N components; selecting from said set of stored FT-IR library spectra of pure molecular gases those M gases which are expected to be contained in the unknown mixture of gases; forming from the library vectors k of the selected M gases a basis matrix K; forming an orthogonal basis matrix K' by deforming the vectors k chosen for the matrix K to orthogonal vectors k' so that inner products of these vectors k' with each other but not with themselves are zero; calculating and storing the inner products of said orthogonal vectors k' with themselves; forming and storing a basis transformation matrix Q so that K=K'Q; forming and storing an inverse matrix Q -1 of the matrix Q; calculating an optimal coefficient vector x' for the spectrum s of the unknown mixture of gases in the orthogonal basis by using for its components x j ' the equation ##EQU35## calculating a coefficient vector x so that x=Q -1 X'; calculating partial pressures of the pure gases in the unknown mixture of gases by multiplying the measuring pressures of the selected library spectra by their coefficients x j thus forming an analysis result for the unknown mixture of gases in the form of the partial pressures of those pure molecular gases expected to be contained in said unknown mixture of gases; and comparing the vector representing the measured spectrum s to its analysis result in order to evaluate the analysis result and thus the successfulness of selection of the pure molecular gases expected to be contained in said unknown mixture of gases.
Claim 2
Dependent Claim
353 words
A procedure for analyzing a multicomponent FT-IR spectrum of an unknown mixture of gases, the procedure comprising the steps of: providing a gas spectrum analyzer in which a set of FT-IR library spectra of pure molecular gases, measured in known pressures, are stored as vectors k having N components and by which analyzer inner products for all possible combinations of two vectors k are calculated and stored; measuring an FT-IR spectrum s for the unknown mixture of gases; storing by said gas spectrum analyzer the FT-IR spectrum s as a vector having N components; selecting from said set of stored FT-IR library spectra of pure molecular gases those M gases which are expected to be contained in the unknown mixture of gases; forming from the library vectors k of the selected M gases a basis matrix K; forming an orthogonal basis matrix K' by deforming the vectors k chosen for the matrix K to orthogonal vectors k' so that inner products of these vectors k' with each other but not with themselves are zero; calculating and storing the inner products of said orthogonal vectors k' with themselves; forming and storing a basis transformation matrix Q so that K=K'Q; forming and storing an inverse matrix Q -1 of the matrix Q; calculating an optimal coefficient vector x' for the spectrum s of the unknown mixture of gases in the orthogonal basis by using for its components x j ' the equation ##EQU35## calculating a coefficient vector x so that x=Q -1 X'; calculating partial pressures of the pure gases in the unknown mixture of gases by multiplying the measuring pressures of the selected library spectra by their coefficients x j thus forming an analysis result for the unknown mixture of gases in the form of the partial pressures of those pure molecular gases expected to be contained in said unknown mixture of gases; and comparing the vector representing the measured spectrum s to its analysis result in order to evaluate the analysis result and thus the successfulness of selection of the pure molecular gases expected to be contained in said unknown mixture of gases.
Claim 3
Dependent Claim
190 words
A procedure according to claim 1 wherein comparison of the measured spectrum s to its analysis result reveals mismatch the procedure further comprising the steps of selecting a new pure molecular gas to be added to the gases expected to be contained in the unknown mixture of gases; adding the library vector k M-1 of the new selected pure molecular gas to the basis matrix K by: calculating a new orthogonal vector k' m+1 so that its inner product with the other orthogonal vectors k' but not with itself are zero; calculating and storing an inner product of the new orthogonal vector k' M+1 with itself; adding a new column to the transformation matrix Q and storing this new matrix; forming and storing a new inverse matrix Q -1 on the basis of the new matrix Q by adding a new column to the inverse matrix Q -1 ; calculating anew component x' m+1 for the orthogonal coefficient vector x' of the spectrum s to be analyzed by the equation ##EQU36## and adding it to the vector x'; and calculating a new coefficient vector x so that x=Q -1 x'.
Claim 4
Dependent Claim
95 words
A procedure according to claim 1 further comprising the steps of: evaluating a deviation σ s for the noise of the spectrum s; calculating variances for the coefficients x j of the vector x by using the equation ##EQU37## and calculating error limits v j (p) for the coefficients x j by the equation ##EQU38## which p is the probability by which the error for the library spectrum j if between the limits (-v j , v j ) and Φ -1 is the inverse of the distribution function of the one-dimensional standardized normal distribution.
Claim 5
Dependent Claim
96 words
A procedure according to claim 2 further comprising the steps of: evaluating a deviation σ s for the noise of the spectrum s; calculating variances for the coefficients x j of the vector x by using the equation ##EQU39## and calculating error limits v j (p) for the coefficients x j by the equation ##EQU40## in which p is the probability by which the error for the library spectrum j is between the limits (-v j , v j ) and Φ -1 is the inverse of the distribution function of the one-dimensional standardized normal distribution.
Claim 6
Dependent Claim
123 words
A procedure according to claim 2 further comprising the steps of: calculating a variance for the new coefficient x by the equation ##EQU41## calculating values to be added to the variances of the coefficients x j , j=1, . . . , M by the equation ##EQU42## adding said values to the variances of the coefficients x j , j=1, . . . , M; and calculating new error limits v j (p) for the coefficients x j by the equation ##EQU43## in which p is the probability by which the error for the library spectrum j is between the limits (-v j , v j ) and Φ -1 is the inverse of the distribution function of the one-dimensional standardized normal distribution.
References Cited (Backward Citations)
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