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1.
Quantitative Fourier transform infrared analysis for anisidine value and aldehydes in thermally stressed oils 总被引:5,自引:0,他引:5
J. Dubois F. R. van de Voort J. Sedman A. A. Ismail H. R. Ramaswamy 《Journal of the American Oil Chemists' Society》1996,73(6):787-794
A Fourier transform infrared (FTIR) transmission-based spectroscopic method was investigated for the simultaneous monitoring
of aldehyde formation and the determination of anisidine value (AV) in thermally stressed oils. Synthetic calibration standards
were prepared by adding known amounts of hexanal,t-2-hexenal andt,t-2,4-decadienal to canola oil (these compounds considered representative of aldehydic compounds formed during oxidation) plus
random amounts of other compounds representative of oxidation by-products. The standards were analyzed for their chemical
AV. With the partial least squares (PLS) technique, an FTIR spectrometer was calibrated to predict both the concentrations
of individual aldehyde types and AV, with the individual aldehyde contributions being related to the chemical AV by multiple
linear regression to derive “apparent” AV values. The predictive capability of the PLS calibrations was assessed by analyzing
canola oils that were thermally stressed at 120, 155, and 200°C. The apparent AV, predicted for these samples, matched the
chemical AV values within ±1.65 AV units. A PLS calibration also was derived by using thermally stressed samples as calibration
standards. This approach provided similar predictive accuracy as the use of synthetic calibration standards. As such, quantitative
determination of AV by FTIR spectroscopy was shown to be feasible, and the synthetic calibration approach provided additional
information on the aldehyde types present in a sample and allowed the use of a simple gravimetric approach for calibrating
an FTIR spectrometer. This study provides the basis for the development of a rapid, automated FTIR method for the direct analysis
for AV of thermally stressed fats and oils in their neat form without the use of chemical reagents. The implementation of
such a method as a quality control tool would eliminate the use and disposal of hazardous solvents and reagents, required
by the conventional chemical method, and drastically reduce analysis time (∼2 min/sample). Possible applications include monitoring
of the oxidative state of frying oils or evaluation of oxidative stability of biodegradable lubricants. 相似文献
2.
Simone C. Godoy Marco Flôres Ferrão Annelise E. Gerbase 《Journal of the American Oil Chemists' Society》2007,84(6):503-508
A rapid method for the quantitative determination of the hydroxyl value (OHV) of hydroxylated soybean oils by HATR/FTIR spectroscopy
is described. Calibration standards were prepared by the formic acid/hydrogen peroxide method and OH values were determined
by the official method of AOCS Tx 1a-66, covering an analytical range of 3.5–125 mg of KOH/g of sample. A partial least squares
(PLS) calibration model for the prediction of the hydroxyl value (OHV) was developed based on eight different spectral subregions
between 3,150 and 990 cm−1 and combinations of them. On average, 36 samples were used for the modeling and 17 were used for external validation. The
resulting calibration was linear over the analytical range and had a standard deviation of 2.334. Validation of the method
was carried out by comparing the OHV of a series of hydroxylated soybean oils predicted by the PLS model to the values obtained
by the AOCS standard method. A correlation coefficient of R
2 = 0.9843 and RMSEC and RMSEP values of, respectively, 3.393 and 3.643 were obtained. After the calibration of the spectrometer,
the OHV could be obtained in 2–3 min per sample, a major improvement over conventional wet chemical methods. The advantages
of these methodologies are that they do not destroy the sample, have a lower cost, expedite the analysis and do not produce
residues. Therefore, they may yield excellent results when used to quantify OHV of soybean polyols obtained by hydroxylation
reaction. 相似文献
3.
Stoichiometric determination of hydroperoxides in fats and oils by fourier transform infrared spectroscopy 总被引:1,自引:0,他引:1
K. Ma F. R. van de Voort J. Sedman A. A. Ismail 《Journal of the American Oil Chemists' Society》1997,74(8):897-906
A primary Fourier transform infrared (FTIR) spectroscopic method for the determination of peroxide value (PV) in edible oils
was developed based on the stoichiometric reaction of triphenylphosphine (TPP) with hydroperoxides to produce triphenylphosphine
oxide (TPPO). Accurate quantitation of the TPPO formed in this reaction by measurement of its intense absorption band at 542
cm−1 provides a simple means of determining PV. A calibration was developed with TPPO as the standard; its concentration, expressed
in terms of PV, covered a range of 0–15 PV. The resulting calibration was linear over the analytical range and had a standard
deviation of ±0.05 PV. A standardized analytical protocol was developed, consisting of adding ∼0.2 g of a 33% (w/w) stock
solution of TPP in hexanol to ∼30 g of melted fat or oil, shaking the sample, and scanning it in a 100-μm KCI IR transmission
cell maintained at 80°C. The FTIR spectrometer was programmed in Visual Basic to automate scanning and quantitation, with
the reaction/FTIR analysis taking about 2 min per sample. The method was validated by comparing the analytical results of
the AOCS PV method to those of the automated FTIR procedure by using both oxidized oils and oils spiked with tert-butyl hydroperoxide. The two methods correlated well. The reproducibility of the FTIR method was superior (±0.18) to that
of the standard chemical method (±0.89 PV). The FTIR method is a significant improvement over the standard AOCS method in
terms of analytical time and effort and avoids solvent and reagent disposal problems. Based on its simple stoichiometry, rapid
and complete reaction, and the singular band that characterizes the end product, the TPP/TPPO reaction coupled with a programmable
FTIR spectrometer provides a rapid and efficient means of determining PV that is especially suited for routine quality control
applications in the fats and oils industry. 相似文献
4.
F. R. van de Voort K. P. Memon J. Sedman A. A. Ismail 《Journal of the American Oil Chemists' Society》1996,73(4):411-416
A unique and rapid Fourier transform infrared (FTIR) spectroscopic method for the determination of solid fat index (SFI) of
fats and oils was developed, which is capable of predicting the SFI profile of a sample in approximately two minutes, without
the need for tempering. Hydrogenated soybean oil samples (n=72), pre-analyzed for SFI by dilatometry, were melted and their FTIR spectra acquired using a 25 μm NaCl transmission flow
cell maintained at 80°C. Approximately half the samples were used for calibration, with the balance used as validation samples.
Partial least squares (PLS) calibrations were developed from selected spectral regions that are associated with thecis, trans, ester linkage and fingerprint regions of the spectrum and related to the dilatometric SFI values obtained at 50, 70, 80,
and 92°F. The calibrations were initially optimized and cross-validated by using the “leave one out” approach, with the accuracy
and reproducibility of the calibration models assessed by predicting the validation samples. The overall cross validation
accuracy of the PLS calibration models was in the order of ±0.71 SFI units over the four temperatures. Week-to-week validation
accuracy and reproducibility was determined to be ±0.60 and ±0.38 SFI units, respectively, the reproducibility being within
the specifications associated with the dilatometric reference method. To facilitate routine “on-line” FTIR analyses, a Visual
Basic program was written to drive the spectrometer, prompt the user to load the sample, calculate, and print the SFI values
determined from the PLS calibrations. As structured, the FTIR method has the potential to serve as a viable substitute for
the traditional dilatometric SFI method, with the elimination of the tempering step reducing analysis time from hours to minutes.
The FTIR approach should also be applicable to the determination of solid fat content if calibrated against solids data obtained
by nuclear magnetic resonance. 相似文献
5.
Kangming Ma F. R. van de Voort A. A. Ismail Hualong Zhuo Binjing Cheng 《Journal of the American Oil Chemists' Society》2000,77(6):681-685
A Fourier transform infrared (FTIR) spectrometer equipped with an attenuated total reflectance (ATR) sample handling accessory
was used to rapidly monitor the peroxide value (PV) of oils undergoing catalytic oxidation to produce sulfonated fatliquors
used in the leather industry. PV quantitation was based on the stoichiometric reaction of triphenylphosphosphine (TPP) with
hydroperoxides to produce triphenylphosphine oxide (TPPO). By using a germanium ATR accessory that has a very short effective
pathlength, the spectral contributions of the base oil could be subtracted out, eliminating any oil-dependent intereferences
as well as providing a facile means of observing the spectral changes associated with the TPP/TPPO reaction. A calibration
was devised by adding a constant amount of TPP-saturated chloroform to oils containing varying amounts of tert-butyl hydroperoxide (TBHP) to produce TPPO that had a measurable band at 1118 cm−1. this band was linearly related to TBHP concentration and the calibration devised had an SD of ∼3.4 PV over the range of
0–250 PV. The ATR-PV method was standardized and the spectrometer programmed using Visual Basic to automate the analysis.
the automated FTIR-ATR method was found to be a convenient means of tracking PV of oils undergoing oxidation, and the results
correlated well with the PV values obtained using the AOAC iodometric method (r=0.94). The FTIR-ATR PV methodology provides a simple means of monitoring the PV of oils undergoing rapid oxidation and could serve
as a quality-control tool in the production of sulfonated oils for the leather industry. 相似文献
6.
A new method was developed to determine the gossypol content in cottonseed oil using FTIR spectroscopy with a NaCl transmission
cell. The wavelengths used were selected by spiking clean cottonseed oil to gossypol concentrations of 0–5% and noting the
regions of maximal absorbance. Transmittance values from the wavelength regions 3600–2520 and 1900–800 cm−1 and a partial least squares (PLS) method were used to derive FTIR spectroscopic calibration models for crude cottonseed,
semirefined cottonseed, and gossypol-spiked cottonseed oils. The coefficients of determination (R
2) for the models were computed by comparing the results from the FTIR spectroscopy against those obtained by AOCS method Ba
8-78. The R
2 were 0.9511, 0.9116, and 0.9363 for crude cottonseed, semirefined cottonseed, and gossypol-spiked cottonseed oils, respectively.
The SE of calibration were 0.042, 0.009, and 0.060, respectively. The calibration models were cross-validated within the same
set of oil samples. The SD of the difference for repeatability and accuracy of the FTIR method were better than those for
the chemical method. With its speed (ca. 2 min) and ease of data manipulation, FTIR spectroscopy is a useful alternative to standard wet chemical methods for rapid
and routine determination of gossypol in process and/or quality control for cottonseed oil. 相似文献
7.
Fourier Transform Infrared (FTIR) spectroscopy using an attenuated total reflectance (ATR) accessory has been investigated
as a method for the determination of sodium-fatty acid (sodium-FA) in soap formulations. Multivariate calibrations namely
partial least squares regression (PLS) and principle component regression (PCR) were developed for the prediction of sodium-FA
using spectral ranges on the basis of relevant IR absorption bands related to sodium-FA. The sodium-FA content in soap formulations
was predicted accurately at wavenumbers of 1,570–1,550 cm−1, which is specific for RCOO− Na+ vibration. The PLS method was found to be a consistently better predictor when both PLS and principal component regression
(PCR) analyses were used for quantification of sodium-FA. Furthermore, FTIR spectroscopy can be an alternative technique to
American oil Chemist Society methods which use a titrimetric technique because FTIR offers rapid, easy sample preparation
and is friendly to the environment. 相似文献
8.
A flow injection analysis (FIA) system coupled with a fluorescence detection system using diphenyl-1-pyrenylphosphine (DPPP)
was developed as a highly sensitive and reproducible quantitative method of total lipid hydroperoxide analysis. Fluorescence
analysis of DPPP oxide generated by the reaction of lipid hydroperoxides with DPPP enabled a quantitative determination of
the total amount of lipid hydroperoxides. Use of 1-myristoyl-2-(12-((7-nitro-2-1,3-benzoxadiazol-4-yl)amino) dodecanoyl)-sn-glycero-3-phosphocholine as the internal standard improved the sensitivity and reproducibility of the analysis. Several commercially
available edible oils, including soybean oil, rapeseed oil, olive oil, corn oil, canola oil, safflower oil, mixed vegetable
oils, cod liver oil, and sardine oil were analyzed by the FIA system for the quantitative determination of total lipid hydroperoxides.
The minimal amounts of sample oils required were 50 μg of soybean oil (PV=2.71 meq/kg) and 3 mg of sardine oil (PV=0.38 meq/kg)
for a single injection. Thus, sensitivity was sufficient for the detection of a small amount and/or low concentration of hydroperoxides
in common edible oils. The recovery of sample oils for the FIA system ranged between 87.2±2.6% and 102±5.1% when PV ranged
between 0.38 and 58.8 meq/kg. The CV in the analyses of soybean oil (PV=3.25 meq/kg), cod liver oil (PV=6.71 meq/kg), rapeseed
oil (PV=12.3 meq/kg), and sardine oil (PV=63.8 meq/kg) were 4.31, 5.66, 8.27, and 11.2%, respectively, demonstrating sufficient
reproducibility of the FIA system for the determination of lipid hydroperoxides. The squared correlation (r
2) between the FIA system and the official AOCS iodometric titration method in a linear regression analysis was estimated at
0.9976 within the range of 0.35−77.8 meq/kg of PV (n=42). Thus, the FIA system provided satisfactory detection limits, recovery, and reproducibility. The FIA system was further
applied to evaluate changes in the total amounts of lipid hydroperoxides in fish muscle stored on ice. 相似文献
9.
Gülgün Yildiz Randy L. Wehling Susan L. Cuppett 《Journal of the American Oil Chemists' Society》2001,78(5):495-502
Use of near-infrared (NIR) transmittance spectroscopy for rapid determination of the oxidation level in soybean oils (SBO)
was investigated, and calibrations were developed for quantitative determination of peroxide value (PV), conjugated diene
value (CD), and anisidine value (AV) of SBO. Partial least squares (PLS) regression and forward stepwise multiple linear regression
were used to develop calibration models from spectral data in log 1/T, first derivative and second derivative of log 1/T formats for both 1- and 2-mm path lengths. The models were validated by comparing NIR results from independent sample sets
to the values obtained by official methods. The spectral region from 1100 to 2200 nm was best for measuring oxidation when
using a 2-mm path length. PLS regression using first-derivative spectra gave the best results for PV. For the validation sets,
linear relationships were obtained for PV (r=0.99), and CD (r=0.95), compared with accepted reference procedures. However, measurement of AV by NIR was less successful than measurement
of the other two indices of oxidation, especially for an external validation sample set. Results obtained in this study indicate
that NIR spectroscopy is a useful technique for measuring oxidation in soybean oil. 相似文献
10.
M. E. S. Mirghani Y. B. Che Man S. Jinap B. S. Baharin J. Bakar 《Journal of the American Oil Chemists' Society》2002,79(2):111-116
A new analytical method was developed for the determination of soap in palm and groundnut oils by FTIR spectroscopy. Soap
from 0 to 80 mg/kg oil was produced in situ in the oils by adding sodium hydroxide. The FTIR spectroscopy was with a sodium chloride transmission cell, and the partial
least-squares statistical method was used to calibrate a model for each oil. The accuracy of the method was comparable to
that of AOCS Method Cc17-95, with coefficients of determination (R
2) of 0.98 and 0.98 for both palm and groundnut oils. The standard errors of calibration were 1.84 and 1.36 for the two oils,
respectively. The calibration models were cross-validated, and the R
2 of cross-validation and standard errors of cross validation were computed. The standard deviation of the difference for repeatability
of the FTIR method was better than that for the chemical method used for determining soap in palm and groundnut oils. With
its speed and ease of data manipulation by computer software, FTIR spectroscopy is a possible alternative to the standard
wet chemical methods for rapid (2 min) and accurate routine determination of soap in chemically refined vegetable oils. 相似文献
11.
F. R. van de Voort A. A. Ismail J. Sedman G. Emo 《Journal of the American Oil Chemists' Society》1994,71(3):243-253
Edible fats and oils in their neat form are ideal candidates for Fourier transform infrared (FTIR) analysis, in either the
attenuated total reflectance or the transmission mode. FTIR spectroscopy provides a simple and rapid means of following complex
changes that take place as lipids oxidize. Safflower and cottonseed oils were oxidized under various conditions, and their
spectral changes were recorded and interpreted. The critical absorption bands associated with common oxidation end products
were identified by relating them to those of spectroscopically representative reference compounds. The power and utilty of
FTIR spectroscopy to follow oxidative changes was demonstrated through the use of “real-time oxidation plots.” A quantitative
approach is proposed in which standards are used that are spectroscopically representative of oxidative end products and by
which the oxidative state of an oil can be defined in terms of percent hydroperoxides, percent alcohols and total carbonyl
content. By using either relative absorption as a basis or calibrating on representative standards, FTIR analysis provides
a rapid means of evaluating the oxidative state of an oil or of monitoring changes in oils undergoing thermal stress. 相似文献
12.
Gülgün Yildiz Randy L. Wehling Susan L. Cuppett 《Journal of the American Oil Chemists' Society》2002,79(11):1085-1089
NIR spectroscopy was used successfully in our laboratory to monitor oxidation levels in vegetable oils. Calibration models
were developed to measure PV in both soy and corn oils, using partial least squares (PLS) regression and forward stepwise
multiple linear regression, from NIR transmission spectra. PV can be measured successfully in both corn and soy oils using
a single calibration. The most successful calibration was based on PLS regression of first derivative spectra. When this calibration
was applied to validation sample sets containing equal numbers of corn and soy oil samples, with PV ranging from 0 to 20 meq/kg,
a correlation coefficient of 0.99 between titration and NIR values was obtained, with a standard error of prediction equal
to 0.72 meq/kg. For both types of oil, changes occurred in the 2068 nm region of the NIR spectra as oxidation levels increased.
These changes appear to be associated with the formation of hydroperoxides during oxidation of the oils. 相似文献
13.
Luciano Hocevar Vitória R. B. Soares Fábio S. Oliveira Maria Graças A. Korn Leonardo S. G. Teixeira 《Journal of the American Oil Chemists' Society》2012,89(5):781-786
Mid-infrared spectroscopy, in association with multivariate chemometric techniques, was employed for pattern recognition and
the determination of the composition of waste frying oils (WFO); data are presented in terms of the percentage of soybean
oil, palm oil and hydrogenated vegetable fat in frying oil blends. Principal component analysis (PCA) was performed using
spectral data (3,000–600 cm−1) to discriminate between the samples containing 100% soybean oil, 100% palm oil, 100% hydrogenated vegetable fat groups and
their blends. Additionally, the results indicated that partial least squares (PLS) models based on mid-infrared spectra were
suitable as practical analytical methods for predicting the oil contents in WFO blends. PLS models were validated by a representative
prediction set, and the root mean square errors of prediction (RMSEP) were 2.8, 4.7 and 5.5% for palm oil, soybean oil and
hydrogenated vegetable fat, respectively. The proposed methodology can be very useful for the rapid and low cost determination
of waste frying oil composition while also aiding in decisions regarding the management of oil pretreatment and production
routes for biodiesel production. 相似文献
14.
F. R. van de Voort J. Sedman G. Emo A. A. Ismail 《Journal of the American Oil Chemists' Society》1992,69(11):1118-1123
A simple, rapid and reproducible method of determining the iodine value (IV) and saponification number (SN) for fats and oils
was developed with an attenuated total reflectance/Fourier transform infrared spectrometer and commercially available triglycerides
as calibration standards. Partial least squares was used to determine the spectral regions correlating with the known chemical
IV and SN values, and the calibration set was augmented with additional standards generated by spectral co-adding techniques.
The calibration model obtained was used to analyze commercially available fats and oils with a wide range of IV and SN values,
and the results were compared to the values obtained by American Oil Chemists’ Society methods. With the spectrometer calibrated
and programmed, IV and SN results could be obtained within 2–3 min per sample, a major improvement over conventional wet chemical
methods. 相似文献
15.
F. R. van de Voort A. A. Ismail J. Sedman 《Journal of the American Oil Chemists' Society》1995,72(8):873-880
A rapid Fourier transform infrared (FTIR) method was developed to simultaneously determine percentcis andtrans content of edible fats and oils. A generalized, industrial sample-handling platform/accessory was designed for handling both
fats and oils and was incorporated into an FTIR spectrometer. The system was calibrated to predict thecis andtrans content of edible oils by using pure triglycerides as standards and partial least squares as the chemometric approach. The
efficacy of the calibration was assessed by triglyceride standard addition, by mixing of oils with varyingcis/trans contents, and by analyzing fats and oils of known iodine value. Each of the approaches verified that the FTIR method measured
thecis andtrans content in a reproducible (±0.7%) manner, with the measured accuracies being 1.5% for standard addition and 2.5% for the
chemically analyzed samples. Comparisons also were made to the conventional American Oil Chemists’ Society (AOCS) method for
the determination oftrans isomers by IR spectroscopy. The FTIR-partial least squares approach worked well over a wide range oftrans contents, including those between 0 and 15%. The sample-handling accessory designed for this application is robust, flexible,
and easy to use, being particularly suited for quality-control applications. In addition, the analysis was automated by programming
the spectrometer in Visual Basic (Windows), to provide a simple, prompt-based user interface and to allow an operator to carry
outcis/trans analyses without any knowledge of FTIR spectroscopy. A typical analysis requires less than two minutes per sample. The derived
calibration is transferable between instruments, eliminating the need for recalibration. The integrated analytical system
provides a sound basis for the implementation of FTIR methods in place of a variety of AOCS wet chemical methods when analytical
speed, cost, and environmental concerns are issues. 相似文献
16.
Lipid oxidation is a major factor affecting flavor quality and shelf life of vegetable oils. Oxidative stability is therefore
an important criterion by which oils are judged for usefulness in various food applications. In this study a method based
on headspace analysis was developed to evaluate relative oxidative stability of canola oils. The method does not require the
use of chemicals, involves minimal sample preparation, and can be performed on a relatively small sample size in comparison
with traditional wet chemical methods. Canola oils freshly extracted in the laboratory from different seed samples were subjected
to accelerated oxidation and analyzed for PV by standard methods and headspace volatiles by solid phase microextraction/GC-MS.
Forward stepwise regression analysis of the data revealed a relationship between PV and headspace concentration of the volatile
lipid oxidation products hexanal and trans,trans-2,4-heptadienal. The PV calculated using this formula correlated (R
2=0.73) with those measured by conventional methods.
Presented in part at the 96th Annual Meeting of the AOCS, 1–4 May 2005, Salt Lake City, UT. 相似文献
17.
K. Ma F. R. van de Voort A. A. Ismail J. Sedman 《Journal of the American Oil Chemists' Society》1998,75(9):1095-1101
Disposable polyethylene infrared cards (3M IR cards) were investigated for their suitability for the quantitative determination
of peroxide value (PV) in edible oils relative to a conventional transmission flow cell. The analysis is based on the stoichiometric
reaction of triphenylphosphine (TPP) with hydroperoxides to produce triphenylphosphine oxide (TPPO). Preliminary work indicated
that the cards, although relatively consistent in their pathlength (±1%), had an overall effective pathlength variation of
±∼5%, caused by variability in loading of the oil onto the cards. This loading variability was reduced to <0.5% by developing
a normalization protocol that is based on the peak height of the ester linkage carbonyl overtone band at 3475 cm−1, which allowed one to obtain consistent and reproducible spectra. The standard PV calibration approach, based on the TPPO
peak height at 542 cm−1, failed because of unanticipated card fringing in the region where the measurements were being made. However, the development
of a partial-least-squares (PLS) calibration provided a means of eliminating the interfering effect of the fringes and allowed
the TPPO band to be measured accurately. An alternate approach to the standardized addition of TPP reagent to the oil was
also investigated by impregnating the 3M IR cards with TPP, thus allowing the reaction to take place in situ. The spectral analysis protocols developed (normalization/calibration) were programmed to automate the PV analysis completely.
The 3M card-based Fourier transform infrared PV methods developed were validated by analyzing oxidized oils and comparing
the PV predictions obtained to those obtained in a 100-μm KCI flow cell. Both card methods performed well in their ability
to predict PV. The TPP-impregnated 3M card method reproduced the flow cell PV data to within ±1.12 PV, whereas the method
with an unimpregnated card was accurate to ±0.92 PV over the calibrated range (0–25 PV). Our results indicate that, with spectral
normalization and the use of a PLS calibration, quantitative PV data, comparable to those obtained with a flow cell, can be
provided by the 3M IR card. With the analytical protocol preprogrammed, the disposable 3M card provides a simple, rapid and
convenient means of carrying out PV analyses, suitable for quality control laboratories, taking about 2–3 min per analysis. 相似文献
18.
Y. B. Che Man M. H. Moh F. R. van de Voort 《Journal of the American Oil Chemists' Society》1999,76(4):485-490
A rapid direct Fourier transform infrared (FTIR) spectroscopic method using a 100 μ BaF2 transmission cell was developed for the determination of free fatty acid (FFA) in crude palm oil (CPO) and refined-bleached-deodorized
(RBD) palm olein, covering an analytical range of 3.0–6.5% and 0.07–0.6% FFA, respectively. The samples were prepared by hydrolyzing
oil with enzyme in an incubator. The optimal calibration models were constructed based on partial least squares (PLS) analysis
using the FTIR carboxyl region (C=O) from 1722 to 1690 cm−1. The resulting PLS calibrations were linear over the range tested. The standard errors of calibration (SEC) obtained were
0.08% FFA for CPO with correlation coefficient (R
2) of 0.992 and 0.01% FFA for RBD palm olein with R
2 of 0.994. The standard errors of performance (SEP) were 0.04% FFA for CPO with R
2 of 0.998 and 0.006% FFA for RBD palm olein with R
2 of 0.998, respectively. In terms of reproducibility (r) and accuracy (a), both FTIR and chemical methods showed comparable results. Because of its simpler and more rapid analysis, which is less
than 2 min per sample, as well as the minimum use of solvents and labor, FTIR has an advantage over the wet chemical method. 相似文献
19.
A rapid FTIR spectroscopic method was developed for quantitative determination of the cloud point (CP) in palm oil samples.
Calibration samples were prepared by blending randomized amounts of palm olein and palm stearin to produce a wide range of
CP values ranging between 8.3 and 47.9°C. Both partial least squares (PLS) and principal component regression (PCR) calibration
models for predicting CP were developed by using the FTIR spectral regions from 3000 to 2800 and 1800 to 1600 cm−1. The prediction capabilities of these calibration models were evaluated by comparing their standard errors of prediction
(SEP) in an independent prediction set consisting of 14 palm oil samples. The optimal model based on PLS in the spectral range
1800-1600 cm−1 produced lower SEP values (2.03°C) than those found with the PCR (2.31°C) method. FTIR in conjunction with PLS and PCR models
was found to be a useful analytical tool for simple and rapid quantitative determination of CP in palm oil. 相似文献
20.
K. Ma F. R. van de Voort A. A. Ismail J. Sedman 《Journal of the American Oil Chemists' Society》1998,75(12):1095-1101
Disposable polyethylene infrared cards (3M IR cards) were investigated for their suitability for the quantitative determination
of peroxide value (PV) in edible oils relative to a conventional transmission flow cell. The analysis is based on the stoichiometric
reaction of triphenylphosphine (TPP) with hydroperoxides to produce triphenylphosphine oxide (TPPO). Preliminary work indicated
that the cards, although relatively consistent in their pathlength (±1%), had an overall effective pathlength variation of
±∼5%, caused by variability in loading of the oil onto the cards. This loading variability was reduced to <0.5% by developing
a normalization protocol that is based on the peak height of the ester linkage carbonyl overtone band at 3475 cm−1, which allowed one to obtain consistent and reproducible spectra. The standard PV calibration approach, based on the TPPO
peak height at 542 cm−1, failed because of unanticipated card fringing in the region where the measurements were being made. However, the development
of a partial-least-squares (PLS) calibration provided a means of eliminating the interfering effect of the fringes and allowed
the TPPO band to be measured accurately. An alternate approach to the standardized addition of TPP reagent to the oil was
also investigated by impregnating the 3M IR cards with TPP, thus allowing the reaction to take place in situ. The spectral analysis protocols developed (normalization/calibration) were programmed to automate the PV analysis completely.
The 3M card-based Fourier transform infrared PV methods developed were validated by analyzing oxidized oils and comparing
the PV predictions obtained to those obtained in a 100-μm KCI flow cell. Both card methods performed well in their ability
to predict PV. The TPP-impregnated 3M card method reproduced the flow cell PV data to within ±1.12 PV, whereas the method
with an unimpregnated card was accurate to ±0.92 PV over the calibrated range (0–25 PV). Our results indicate that, with spectral
normalization and the use of a PLS calibration, quantitative PV data, comparable to those obtained with a flow cell, can be
provided by the 3M IR card. With the analytical protocol preprogrammed, the disposable 3M card provides a simple, rapid and
convenient means of carrying out PV analyses, suitable for quality control laboratories, taking about 2–3 min per analysis. 相似文献