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0 5 10 15 20 25 30 35 40 45 0 5 10 15 20 25 30 35 Development of New Macroscopic Raman Spectrometer and Application to Quantitative Analysis Kohei Tamura, Yoshiko Kubo, Tsutomu Inoue, Ken-ichi Akao JASCO Corporation, 2967-5 Ishikawa-machi, Hachioji-shi, Tokyo 192-8537, Japan [email protected] Sample preparation for Raman spectroscopy is generally considered to be much easier than that for infrared spectroscopy. In addition, there is an increasing need for the type of qualitative and quantitative information that Raman spectroscopy can provide. For routine measurements, it is important that highly accurate and reproducible results can be obtained in a convenient manner. In the case of microscopic Raman systems, the laser spot size is generally less than 1 m, and the information obtained is extremely localized. In addition, it sometimes takes time and effort to focus on a sample. In order to overcome these barriers, we have decided to develop the Macroscopic Raman Spectrometer, which is compact and easy to use. In this presentation, the details of this system are introduced, and real world application results are described. 1. Introduction Desktop size Various sample holders (for liquid, films, etc.) 1064 nm excitation available Unique accessories allow measurement of many types of samples with highly repeatable sample placement. Crystal orientation can be analyzed using a polarizer. Many kinds of liquids can be identified using a liquid cell holder . Polymer films can be easily measured using a film holder. In addition, by measuring a polystyrene film, the instrument can be validated in compliance with standards such as JP (Japan Pharmacopoeia). 2. Overview of Macroscopic Raman System The Macroscopic Raman Spectrometer is compact and designed to excel at general-purpose and routine analysis because of its ease of operation. The excitation wavelength range can be extended to match high-end models, and optimized holders for different types of samples are available with this system. Even a near-infrared laser (1064 nm) can be installed. Polarization and temperature-dependent measurements are also available. This system can also be used for quantitative analysis due to the high repeatability of sample placement. In this presentation, this system was combined with the MW-PLS method to quantify the alcohol content in drinks. 6. Summary Specifications Dimensions: W520 mm x D620 mm x H300 mm Measurement spot size: 50-100 m Measurement method: 90 scattering and pseudo backscattering Example mountable laser wavelengths: 405, 457, 532, 633, 785 and 1064 nm Lowest measurable Raman shift: 50 cm -1 Laser safety: Interlock system is standard Connection with PC: USB Laser Detector Spectrometer Features Macroscopic Raman Spectrometer Sample Compartment Liquid Cell Holder Film Holder System Image and Accessories 3. Spectra Measured Using Various Accessories Block Diagram of Macroscopic Raman Spectrometer 4. Measurement of Samples Exhibiting Strong Fluorescence Using 1064 nm Laser Excitation 5. Quantitative Analysis of Liquid Content Holder Scattered Light Collector Laser (For pseudo backscattering) ND Filter & Shutter Rejection Filter Polarizer Sample Holder Alignment & Optical Path Changing Mechanism Sample Compartment Half-wavelength Plate Polarization measurements can be performed (optional) Heating/cooling system can be installed in the sample compartment X(Z,Z)Y X(Z,Y)Y Polarization measurement Sample: Quartz Film measurement Liquid measurement Accessory: Polarizer 3500 500 1000 2000 3000 Raman shift [cm -1 ] Sucrose Glucose Xylitol Galactose Lactose 1300 50 500 1000 Raman shift [cm -1 ] Intensity (arb. unit) Sample: Sugar Accessory: Liquid cell holder Polyethylene Polystyrene Sample: Polymer film Accessory: Film holder 3900 100 1000 2000 3000 Raman Shift [cm -1 ] 532 nm 1064 nm Sample: Polyimide film 3200 300 1000 2000 Raman shift [cm -1 ] Spectra of a polyimide film and an energy drink were measured using 532 nm and 1064 nm laser excitation. For 532 nm excitation, strong fluorescence interferes with the Raman signal. A normal spectrum of polyimide can be measured under 1064 nm excitation (left). A spectrum of the fructose additive in the energy drink can be measured under 1064 nm excitation. (right) We performed a quantitative analysis of the ethanol content of different drinks. When drinks such as beer and whisky are measured under 532 nm excitation, strong fluorescence can make the analysis difficult. Therefore, the measurements were performed using a 1064 nm laser . To produce a calibration model using different- concentration ethanol solutions, we applied the partial least squares (PLS) method to avoid the loss of precision due to interfering peaks that occurs with conventional quantification methods. Due to high repeatability of sample placement, the model showed a high correlation coefficient (0.9992). We then applied the moving-window PLS (MW-PLS) method, which automatically finds calculation regions with a low RMSEP by continuously scanning the entire wavenumber range. Using this method, the correlation coefficient increased to 0.9996. Therefore, the combination of the Macroscopic Raman System and MW-PLS is a powerful tool for quantitative analysis of additives in liquids. Actual ethanol concentration [%] Calculated ethanol concentration [%] Correlation coefficient: 0.9996 MW-PLS calibration model MW-PLS analysis A quantitative analysis of the ethanol content of actual samples was then performed. The samples used were beer (stated alc. 5%), Korean makgeolli (6%), white wine (14%), Japanese sake (17%), Japanese spirits (25%), Korean spirits “JINRO” (25%), whisky (37%) and brandy (40%). As seen in the figure on the left, a high correlation was found between the measured and stated concentration, although the correlation for the calibration model is higher. We are therefore considering methods for further improving the accuracy for actual samples. Analysis results for actual samples Stated concentration [%] Measured ethanol concentration [%] Correlation coefficient: 0.9881 Intensity (arb. unit) Intensity (arb. unit) Intensity (arb. unit) Laser (For 90° scattering) Selected region (“Window”) (Low RMSEP Raman shift region) Intensity (arb. unit) Sample : Energy drink 532 nm 1064 nm 2000 300 500 1000 1500 Raman Shift [cm -1 ]
Transcript
Page 1: Development of New Macroscopic Raman Spectrometer and ...

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0 5 10 15 20 25 30 35

Development of New Macroscopic Raman Spectrometer and Application to Quantitative Analysis

Kohei Tamura, Yoshiko Kubo, Tsutomu Inoue, Ken-ichi Akao JASCO Corporation, 2967-5 Ishikawa-machi, Hachioji-shi, Tokyo 192-8537, Japan

[email protected]

Sample preparation for Raman spectroscopy is generally considered to be much easier than that for infrared spectroscopy. In addition, there is an increasing need for the type of

qualitative and quantitative information that Raman spectroscopy can provide. For routine measurements, it is important that highly accurate and reproducible results can be obtained

in a convenient manner. In the case of microscopic Raman systems, the laser spot size is generally less than 1 m, and the information obtained is extremely localized. In addition, it

sometimes takes time and effort to focus on a sample.

In order to overcome these barriers, we have decided to develop the Macroscopic Raman Spectrometer, which is compact and easy to use. In this presentation, the details of this

system are introduced, and real world application results are described.

1. Introduction

• Desktop size

• Various sample holders

(for liquid, films, etc.)

• 1064 nm excitation available

• Unique accessories allow measurement of many

types of samples with highly repeatable sample

placement.

• Crystal orientation can be analyzed using a

polarizer.

• Many kinds of liquids can be identified using a

liquid cell holder.

• Polymer films can be easily measured using a film

holder. In addition, by measuring a polystyrene film,

the instrument can be validated in compliance with

standards such as JP (Japan Pharmacopoeia).

2. Overview of Macroscopic Raman System

• The Macroscopic Raman Spectrometer is compact and designed to excel at

general-purpose and routine analysis because of its ease of operation.

• The excitation wavelength range can be extended to match high-end models,

and optimized holders for different types of samples are available with this

system. Even a near-infrared laser (1064 nm) can be installed.

• Polarization and temperature-dependent measurements are also available.

• This system can also be used for quantitative analysis due to the high

repeatability of sample placement.

• In this presentation, this system was combined with the MW-PLS method to

quantify the alcohol content in drinks.

6. Summary

Specifications• Dimensions: W520 mm x D620 mm x H300 mm

• Measurement spot size: 50-100 m

• Measurement method: 90 scattering and

pseudo backscattering

• Example mountable laser wavelengths: 405, 457,

532, 633, 785 and 1064 nm

• Lowest measurable Raman shift: 50 cm-1

• Laser safety: Interlock system is standard

• Connection with PC: USB

Laser

Detector

Spectrometer

Features

Macroscopic Raman Spectrometer Sample Compartment

Liquid Cell

Holder

Film Holder

System Image and Accessories

3. Spectra Measured Using Various Accessories

Block Diagram of Macroscopic Raman Spectrometer

4. Measurement of Samples Exhibiting Strong Fluorescence Using 1064 nm Laser Excitation

5. Quantitative Analysis of Liquid ContentHolder

Scattered Light

Collector Laser

(For pseudo backscattering)

ND Filter &

Shutter Rejection Filter

Polarizer

Sample Holder

Alignment &

Optical Path

Changing

Mechanism

Sample

Compartment

Half-wavelength Plate

• Polarization measurements

can be performed (optional)

• Heating/cooling system can

be installed in the sample

compartment

X(Z,Z)Y

X(Z,Y)Y

Polarization measurement

Sample: Quartz

Film measurement

Liquid measurement

Accessory: Polarizer

3500 500100020003000

Raman shift [cm-1]

Sucrose

Glucose

XylitolGalactoseLactose

1300 505001000

Raman shift [cm-1]

Inte

nsity (

arb

. unit)

Sample: Sugar Accessory:

Liquid cell holder

Polyethylene

Polystyrene

Sample: Polymer film

Accessory: Film holder

3900 100100020003000Raman Shift [cm-1]

532 nm

1064 nm

Sample: Polyimide film

3200 30010002000Raman shift [cm-1]

• Spectra of a polyimide film and an energy drink were measured using 532 nm and

1064 nm laser excitation.

• For 532 nm excitation, strong fluorescence interferes with the Raman signal.

• A normal spectrum of polyimide can be measured under 1064 nm excitation (left).

• A spectrum of the fructose additive in the energy drink can be measured under 1064

nm excitation. (right)

We performed a quantitative analysis of the ethanol

content of different drinks. When drinks such as

beer and whisky are measured under 532 nm

excitation, strong fluorescence can make the

analysis difficult. Therefore, the measurements were

performed using a 1064 nm laser.

To produce a calibration model using different-

concentration ethanol solutions, we applied the

partial least squares (PLS) method to avoid the loss

of precision due to interfering peaks that occurs

with conventional quantification methods. Due to

high repeatability of sample placement, the model

showed a high correlation coefficient (0.9992).

We then applied the moving-window PLS (MW-PLS)

method, which automatically finds calculation

regions with a low RMSEP by continuously scanning

the entire wavenumber range. Using this method,

the correlation coefficient increased to 0.9996.

Therefore, the combination of the Macroscopic

Raman System and MW-PLS is a powerful tool for

quantitative analysis of additives in liquids. Actual ethanol concentration [%]

Calc

ula

ted

eth

an

ol co

nce

ntr

ati

on

[%

]

Correlation coefficient:

0.9996

MW-PLS

calibration

model

MW-PLS analysis

A quantitative analysis of the ethanol content of

actual samples was then performed. The samples

used were beer (stated alc. 5%), Korean makgeolli

(6%), white wine (14%), Japanese sake (17%),

Japanese spirits (25%), Korean spirits “JINRO”

(25%), whisky (37%) and brandy (40%).

As seen in the figure on the left, a high correlation

was found between the measured and stated

concentration, although the correlation for the

calibration model is higher.

We are therefore considering methods for further

improving the accuracy for actual samples.

Analysis results for actual samples

Sta

ted

co

nce

ntr

ati

on

[%

]

Measured ethanol concentration [%]

Correlation coefficient:

0.9881

Inte

nsity (

arb

. unit)

Inte

nsity (

arb

. unit)

Inte

nsity

(arb

. u

nit)

Laser (For 90° scattering)

Selected region (“Window”)(Low RMSEP Raman shift region)

Inte

nsity

(arb

. u

nit)

Sample : Energy drink

532 nm

1064 nm

2000 30050010001500Raman Shift [cm-1]

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