Component analysis device and component analysis method
View Patent ↗A component analysis device includes a data acquisition circuit that acquires spectral data of an analyte containing components, the spectral data being obtained by measuring a spectrum of the analyte with a sensor, a type acquisition circuit that acquires information indicating a type of the analyte, a storage that stores a reference spectral data set including multiple spectral data of substances each of which is estimated to be included in the analyte, the reference spectral data set corresponding to the type of the analyte, and an analysis circuit that performs a parallel factor analysis by using, as input data, the spectral data of the analyte and the reference spectral data set.
1. A component analysis device comprising:
a data acquisition circuit that acquires spectral data of an analyte containing components, the spectral data being obtained by measuring a spectrum of the analyte with a sensor;
a type acquisition circuit that acquires information indicating a type of the analyte;
a storage that stores a reference spectral data set including multiple spectral data of substances each of which is estimated to be included in the analyte, the reference spectral data set corresponding to the type of the analyte; and
an analysis circuit that performs a parallel factor analysis by using, as input data, the spectral data of the analyte and the reference spectral data set,
wherein the analyte is aerosol,
the reference spectral data set corresponding to the aerosol includes pollen, and
whether the pollen floating in air is present or absent is determined in accordance with a result of the parallel factor analysis.
2. The component analysis device according to claim 1 , wherein, when the analyte contains a substance that is not included in the reference spectral data set, the analysis circuit identifies a substance that is not estimated to be included in the analyte.
3. The component analysis device according to claim 1 , wherein the spectral data is three-dimensional fluorescence spectral data.
4. The component analysis device according to claim 1 , wherein
the number of the spectral data of the analyte is M,
the number of the multiple spectral data included in the reference spectral data set is N, and
the analysis circuit performs the parallel factor analysis on (M+N) pieces of spectral data.
5. A component analysis method comprising:
acquiring spectral data of an analyte containing components, the spectral data being obtained by measuring a spectrum of the analyte;
acquiring information indicating a type of the analyte;
obtaining a reference spectral data set including multiple spectral data of substances each of which is estimated to be included in the analyte, the reference spectral data set corresponding to the type of the analyte; and
performing a parallel factor analysis by using, as input data, the spectral data of the analyte and the reference spectral data set,
wherein the analyte is aerosol,
the reference spectral data set corresponding to the aerosol includes pollen, and
whether the pollen floating in air is present or absent is determined in accordance with a result of the parallel factor analysis.
6. A non-transitory computer-readable recording medium storing a program to execute a component analysis of an analyte,
wherein, when the program is executed by a computer, the computer executes:
acquiring spectral data of an analyte containing components, the spectral data being obtained by measuring a spectrum of the analyte;
acquiring information indicating a type of the analyte;
obtaining a reference spectral data set including multiple spectral data of substances each of which is estimated to be included in the analyte, the reference spectral data set corresponding to the type of the analyte; and
performing a parallel factor analysis by using, as input data, the spectral data of the analyte and the reference spectral data set,
wherein the analyte is aerosol,
the reference spectral data set corresponding to the aerosol includes pollen, and
whether the pollen floating in air is present or absent is determined in accordance with a result of the parallel factor analysis.