20
8/3/2009 NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL Phillip J. Clancy, NIR Technology Systems, 56 Kitchener Pde, Bankstown, NSW, Australia.

NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

Embed Size (px)

Citation preview

Page 1: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

NEAR INFRARED TRANSMISSION

SPECTROSCOPY AS APPLIED TO

FATS AND OIL

Phillip J. Clancy, NIR Technology Systems,

56 Kitchener Pde, Bankstown, NSW, Australia.

Page 2: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Near Infrared Transmission (NIT)

Spectroscopy

Oil Seeds: Soybean, Canola, Corn, Olives Oil,

Moisture, Protein

Vegetable Oils: Iodine Value, Peroxide Value, Free Fatty

Acids, Moisture

Fats: Tallow Free Fatty Acids, Moisture

Foods: Dairy, Meat, Margarine Fat, Moisture,

Protein

Cosmetics and Pharmaceuticals: Creams and Lotions Lanolin, Moisture

Page 3: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

NIR –

Vibrational Spectroscopy

Anharmonic Motions

Exist where large and small atoms are bound together

Overtone and Combination Bonds

Page 4: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

NIR Spectral Region

Chemical Bonds in NIR

Carbon-Hydrogen

Nitrogen-Hydrogen

Oxygen-Hydrogen

Restrictions >1% concentrations

Does the chemical entity contain C-H, O-H or N-H

Can you present the sample to the NIR Analyser

Ideal for: Agricultural products

Food products

Cosmetics

Natural products

Page 5: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

NIR region – 700-2500nm

3 regions of the NIR Spectrum Transflectance Transmission Reflectance

CH

HOH

CH OH NH OHCH

CH

CH2

HOH

CH3

OHNH

Ar-CH

CH2

CH3

HOH

NH

OH OH

NH

Ar-CHCH

CH2 CH3

3rd Overtone 1st & 2nd Overtone Region Combination Region

1000 1250 1500 1750 2000 2250 2400700

Page 6: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Technology Description

Transmission

Lamp

Sample

Optics –

Diffraction

Grating

Detector

P0 P

The Beer-Lambert Law

P

PbcA olog A=absorbance ε=absorptivity

b=pathlength c=concentration

Page 7: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Near Infrared Transmission (NIT)

Spectroscopy - Transflectance

Sample = Oil Seeds, Food, Creams, Ointments, Lotions

Light passes through a sample by reflecting off the particles. NIR energy is absorbed by N-H, C-H and O-H bonds

Transflectance 720 to 1100nm, 3rd overtone region

Page 8: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Near Infrared Transmission (NIT)

Spectroscopy - Transmission

Light passes thru a clear liquid sample with no deflection of the light. Protein, alcohol, fat etc absorb light directly proportional to concentration.

Transmission 720-2500nm, 1st, 2nd, 3rd Overtones and Combination Regions

Page 9: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Series 2000 Near Infrared

Transmission Analysers

Diode Array Spectrometers

720-1100nm

Multiple Sample Cells

- Solids, Liquids, Powders and Suspensions

Simple to use

Suitable for laboratory and at line applications

Page 10: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Transflectance Spectra of Oil Seeds

NIT Spectra of Canola

10mm Cell: 720 to 1100nm NIT Spectra of Soybean

28mm Cell: 720 to 1100nm

Soy Bean Spectra

2

2.2

2.4

2.6

2.8

3

3.2

1 3 5 7 9

11

13

15

17

19

21

23

25

27

29

31

33

35

37

Pixel

Ab

so

rb

an

ce

Canola Seeds

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

1 3 5 7 9

11

13

15

17

19

21

23

25

27

29

31

33

35

37

Wavelength(Pixels)

Ab

so

rb

an

ce

Page 11: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Transflectance Spectra of Foods

NIT Spectra of

Milk Powder720 to 1100nm

Minced Beef Spectra

1.5

2

2.5

3

3.5

4

1 3 5 7 9

11

13

15

17

19

21

23

25

27

29

31

33

35

37

Pixels

Ab

so

rb

an

ce

NIT Spectra of Minced Beef

720 to 1100nm

Used for analysis of high fat and

high water content samples.

Milk Powder Blend

2

2.5

3

3.5

4

1 4 7

10

13

16

19

22

25

28

31

34

37

Wavelength

Ab

so

rb

an

ce

Page 12: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Analysis of Oil and Moisture in Olives

Transflectance Spectra: 10mm

Oil SEC = 0.6%, R2 = .95

Moisture SEC 0.9% R2 = .96

Page 13: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Transmission Spectra of Oils and Fats

NIT Spectra of Tallow

720-1100nm

NIT Spectra of Bio-Diesel

720-1100nm

Page 14: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Analysis of Total Glycerides in Bio-Deisel

Transmission Spectra: PLS calibration

SEC = 18ppm, R2 = .99

Page 15: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Analysis of Free Fatty Acids in Tallow

Transflectance Spectra: 10mm Cell

SEP = 0.15%, R2 = .99

Page 16: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Pharmaceutical Application

Absorbance spectra of

dermatology ointment

Second Derivative spectra of

dermatology ointment

Page 17: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Ointment Calibration

10 samples from 3 batches scanned 4times each = 40 spectra.

Reference = HPLC method for Active component.

PLS calibration using 2nd Derivative spectral transformation.

Page 18: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Ointment Calibration

Active A

SEC = 0.7mg/ml

R2 = 0.82

Note the very narrow range =

99 to 104mg/ml

Page 19: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Ointment Prediction

6 different samples analysed using the PLS calibration model

SEP = 0.4mg/ml

R2 = 0.99

Page 20: NEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS ... · PDF fileNEAR INFRARED TRANSMISSION SPECTROSCOPY AS APPLIED TO FATS AND OIL ... Used for analysis of high fat and

8/3/2009

Conclusion

NIT Spectroscopy proves to be a rapid and simple means of analysing a broad range of materials containing Oils and Fats.

Transflectance provides a means of measuring oils in complex and very dense materials such as dairy, meat, olives etc.

Transmission provides a means of measuring properties of oils and fats such as Iodine Value, Peroxide Value and Free Fatty Acids.