NDLI: Classification of edible oils using 532 nm laser-induced fluorescence combined with support vector machine

Please wait, while we are loading the content...

Dual-aptamer-based sensitive and selective detection of prion protein through the fluorescence resonance energy transfer between quantum dots and graphene oxide

Room temperature phosphorescence of the 1-bromonaphthalene/β-cyclodextrin inclusion complex: comparison between right-angle and front-face illumination geometry

Assessing melatonin and its oxidative metabolites amounts in biological fluid and culture medium by liquid chromatography electrospray ionization tandem mass spectrometry (LC–ESI-MS/MS)

Hydrophilic interaction/cation-exchange chromatography for glycopeptide enrichment by using a modified strong-cation exchange material

Investigation of blood vessels in glioblastoma at a micrometric scale: a comparative study by synchrotron and conventional micro-FTIR

Applications of a confined DART (direct analysis in real time) ion source for online in vivo analysis of human breath

Determination of chromium and antimony in polymers from electrical and electronic equipment using high-resolution continuum source graphite furnace atomic absorption spectrometry

Electrochemical response of hydroxyurea by different voltammetric techniques at carbon paste electrode

Extraction of salbutamol using co-sintered molecularly imprinted polymers as a new format of solid-phase extraction

Classification of edible oils using 532 nm laser-induced fluorescence combined with support vector machine

Role of magnetic Fe₃O₄ graphene oxide in chemiluminescent aptasensors capable of sensing tumor markers in human serum

Quantitation of triacylglycerols in vegetable oils and fats by easy ambient sonic-spray ionization mass spectrometry

Microwave-assisted silylation followed by gas chromatography/mass spectrometry for simultaneous quantification of nicotine and its four metabolites in urine

Electrochemical behavior of dopamine at a [1,1′-binaphthalene]-4,4′-diol-modified carbon nanotube paste electrode and the simultaneous determination of dopamine, folic acid and uric acid

Forcing immunoassay for sulfonamides to higher sensitivity and broader detection spectrum by site heterologous hapten inducing affinity improvement

Determination of Dechlorane compounds in aqueous samples using ultrasound-assisted dispersive liquid–liquid microextraction and gas chromatography-electron-capture negative ion-mass spectrometry

Development of supercritical fluid (carbon dioxide) based ultra performance convergence chromatographic stability indicating assay method for the determination of clofarabine in injection

A sensitive LC-ESI-MS/MS method for the quantification of low concentrations of buspirone in human plasma

A novel nanomachined flow channel glucose sensor based on an alumina membrane

Optimization of two-dimensional gel electrophoresis for proteome analysis of suspension-cultured ginseng cells

Investigation of interaction between bovine serum albumin and drugs by fluorescence spectrometry

LC-MS/MS quantification of salvinorin A from biological fluids

Size-controllable preparation of palladium nanoparticles assembled on TiO₂/graphene nanosheets and their electrocatalytic activity for glucose biosensing

Holistic analysis of seven constituents from five medicinal herbs composing Wuhu powders in a single run by ultra performance liquid chromatography: application to quality control study

Polypyrrole nanotubes for electrochemically controlled solid-phase extraction of anions and cations

Retention mechanism and enrichment of glycopeptides on titanium dioxide

Direct analysis in real time ionization/quadrupole time-of-flight tandem mass spectrometry for rapid identification of iridoid glycosides and caffeoylquinic acids in Re Du Ning Injections

Electro-reduced graphene oxide film modified glassy carbon electrode as an electrochemical sensor for sibutramine

Application of sol–gel based molecularly imprinted xerogel for on-line capillary microextraction of fentanyl from urine and plasma samples

Simultaneous determination of three strobilurin fungicide residues in fruits, vegetables and soil by a modified quick, easy, cheap, effective, rugged (QuEChERS) method coupled with gas chromatography-tandem mass spectrometry

Incorporation of high performance liquid chromatography with resonance Rayleigh scattering detection for determination of procaine and lidocaine in human plasma

Quantitative determination of platinum derived from cisplatin in human plasma ultrafiltrate using derivatization with diethyldithiocarbamate and liquid chromatography coupled with electrospray ionization tandem mass spectrometry

Acid extraction for the determination of methyl mercury in biotissues by isotope dilution gas chromatography inductively coupled plasma-mass spectrometry

Back matter

Back cover

Analytical Methods Vol - 5 Issue - 19

Analytical Methods Vol - 5 Issue - 9

Analytical Methods Vol - 5 Issue - 8

Analytical Methods Vol - 5 Issue - 7

Analytical Methods Vol - 5 Issue - 6

Analytical Methods Vol - 5 Issue - 5

Analytical Methods Vol - 5 Issue - 4

Analytical Methods Vol - 5 Issue - 3

Analytical Methods Vol -4

Analytical Methods Vol -3

Analytical Methods Vol -2

Analytical Methods Vol -1

Classification of edible oils using 532 nm laser-induced fluorescence combined with support vector machine

Content Provider	Royal Society of Chemistry (RSC)
Author	Zhang, Yinchao Chen, Siying Liu, Xiaohua Ge, Xianying Mu, Taotao Guo, Pan Chen, He
Copyright Year	2013
Abstract	In this paper, laser-induced fluorescence (LIF) is used to characterize and distinguish between different vegetable oils, including soybean, olive, grapeseed, rapeseed, corn, peanut, sunflower, canola, and walnut oils. A 532 nm laser, rather than an ultraviolet (UV) light source, is proposed and used as an excitation light source for the fluorescence analysis of edible oils. It was found that this laser is superior to UV lasers, the fluorescent characteristics become more distinct under 532 nm laser excitation. Edible oils were differentiated by LIF combined with principal component analysis which was used to reduce the dimensionality of data by finding key attributes, and support vector machine. This paper demonstrates, that for ten popular edible oils, the recognition rate can reach up to 100% when a 532 nm laser serves as an excitation light source.
Starting Page	6960
Ending Page	6963
Page Count	4
File Format	HTM / HTML PDF
ISSN	17599660
Volume Number	5
Issue Number	24
Journal	Analytical Methods
DOI	10.1039/c3ay40987b
Language	English
Publisher	Royal Society of Chemistry
Access Restriction	Open
Subject Keyword	Leukemia inhibitory factor Fluorescence Canola Support vector machine Ultraviolet Laser-induced fluorescence Corn oil Sunflower oil Rapeseed Laser Soybean oil Peanut oil Principal component analysis
Content Type	Text
Resource Type	Article
Subject	Analytical Chemistry Engineering Chemical Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Identification of different colored plastics by laser-induced breakdown spectroscopy combined with neighborhood component analysis and support vector machine

DETECTION OF CORN AND SUNFLOWER OIL ADULTERATIONS OF OLIVE OILS USING FLUORESCENCE SPECTROSCOPY

DETECTION OF CORN AND SUNFLOWER OIL ADULTERATIONS OF OLIVE OILS USING FLUORESCENCE SPECTROSCOPY

Portable Detection and Quantification of Olive Oil Adulteration by 473-nm Laser-Induced Fluorescence

Principal component analysis for poultry tumor inspection using hyperspectral fluorescence imaging

Chemical monitoring of canola , corn , olive , soybean and sunflower oils after thermal treatment at conventional temperatures in domestic stoves

Principal component (2004).

Laser-induced breakdown spectroscopy applied to the characterization of rock by support vector machine combined with principal component analysis

PCANet: A Common Solution for Laser-Induced Fluorescence Spectral Classification

Classification of edible oils using 532 nm laser-induced fluorescence combined with support vector machine

Similar Documents

Identification of different colored plastics by laser-induced breakdown spectroscopy combined with neighborhood component analysis and support vector machine

DETECTION OF CORN AND SUNFLOWER OIL ADULTERATIONS OF OLIVE OILS USING FLUORESCENCE SPECTROSCOPY

DETECTION OF CORN AND SUNFLOWER OIL ADULTERATIONS OF OLIVE OILS USING FLUORESCENCE SPECTROSCOPY

Portable Detection and Quantification of Olive Oil Adulteration by 473-nm Laser-Induced Fluorescence

Principal component analysis for poultry tumor inspection using hyperspectral fluorescence imaging

Chemical monitoring of canola , corn , olive , soybean and sunflower oils after thermal treatment at conventional temperatures in domestic stoves

Principal component (2004).

Laser-induced breakdown spectroscopy applied to the characterization of rock by support vector machine combined with principal component analysis

PCANet: A Common Solution for Laser-Induced Fluorescence Spectral Classification

Classification of edible oils using 532 nm laser-induced fluorescence combined with support vector machine