DE69739245D1 - System zur Identifizierung von Material mittels NIR-Spektrometrie - Google Patents

System zur Identifizierung von Material mittels NIR-Spektrometrie

Info

Publication number
DE69739245D1
DE69739245D1 DE69739245T DE69739245T DE69739245D1 DE 69739245 D1 DE69739245 D1 DE 69739245D1 DE 69739245 T DE69739245 T DE 69739245T DE 69739245 T DE69739245 T DE 69739245T DE 69739245 D1 DE69739245 D1 DE 69739245D1
Authority
DE
Germany
Prior art keywords
identifying material
nir spectrometry
nir
spectrometry
identifying
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Lifetime
Application number
DE69739245T
Other languages
English (en)
Inventor
Xiaolin Chen
Stephen L Monfre
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Foss NIRSystems Inc
Original Assignee
Foss NIRSystems Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Foss NIRSystems Inc filed Critical Foss NIRSystems Inc
Application granted granted Critical
Publication of DE69739245D1 publication Critical patent/DE69739245D1/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/359Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • G06F18/231Hierarchical techniques, i.e. dividing or merging pattern sets so as to obtain a dendrogram
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/7625Hierarchical techniques, i.e. dividing or merging patterns to obtain a tree-like representation; Dendograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/20Identification of molecular entities, parts thereof or of chemical compositions
DE69739245T 1996-05-13 1997-05-07 System zur Identifizierung von Material mittels NIR-Spektrometrie Expired - Lifetime DE69739245D1 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US08/645,104 US5822219A (en) 1996-05-13 1996-05-13 System for identifying materials by NIR spectrometry

Publications (1)

Publication Number Publication Date
DE69739245D1 true DE69739245D1 (de) 2009-03-26

Family

ID=24587650

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69739245T Expired - Lifetime DE69739245D1 (de) 1996-05-13 1997-05-07 System zur Identifizierung von Material mittels NIR-Spektrometrie

Country Status (5)

Country Link
US (1) US5822219A (de)
EP (2) EP2040058A3 (de)
JP (2) JP3904284B2 (de)
CA (1) CA2203308A1 (de)
DE (1) DE69739245D1 (de)

Families Citing this family (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5952660A (en) * 1995-07-06 1999-09-14 Dsm N.V. & Institut Fur Chemo Method of identifying post consumer or post industrial waste carpet utilizing a hand-held infrared spectrometer
CA2201410A1 (en) * 1996-04-16 1997-10-16 Bogdan Kurtyka System for matching absorbance spectra employing a library stabilization algorithm
DE19810917A1 (de) * 1998-03-13 1999-09-16 Buehler Ag Automatisches Kalibrationsverfahren
US6207956B1 (en) * 1998-09-04 2001-03-27 The Toro Company Method and apparatus for quantitative determination of turfgrass color
US6587702B1 (en) * 1999-01-22 2003-07-01 Instrumentation Metrics, Inc Classification and characterization of tissue through features related to adipose tissue
US6268226B1 (en) * 1999-06-30 2001-07-31 International Business Machines Corporation Reactive ion etch loading measurement technique
US20060015265A1 (en) * 1999-11-18 2006-01-19 Raich Anne C Method of rapidly identifying X-ray powder diffraction patterns
US6560546B1 (en) * 2000-08-07 2003-05-06 Infrasoft Llc Remote analysis system
US6549861B1 (en) 2000-08-10 2003-04-15 Euro-Celtique, S.A. Automated system and method for spectroscopic analysis
US6675030B2 (en) 2000-08-21 2004-01-06 Euro-Celtique, S.A. Near infrared blood glucose monitoring system
US6534768B1 (en) * 2000-10-30 2003-03-18 Euro-Oeltique, S.A. Hemispherical detector
CA2331116A1 (en) * 2001-01-15 2002-07-15 Chenomx, Inc. Compound identification and quantitation in liquid mixtures -- method and process using an automated nuclear magnetic resonance measurement system
US6771369B2 (en) * 2002-03-12 2004-08-03 Analytical Spectral Devices, Inc. System and method for pharmacy validation and inspection
FR2846095B1 (fr) * 2002-10-18 2005-04-08 Proengin Procede et dispositif pour la detection de la presence dans l'atmosphere et l'analyse en temps reel de substances chimiques et/ou biologiques.
US7408636B2 (en) * 2002-10-31 2008-08-05 Chemimage Corporation Method and apparatus for dark field chemical imaging
WO2004079347A1 (en) * 2003-03-07 2004-09-16 Pfizer Products Inc. Method of analysis of nir data
US20050032235A1 (en) * 2003-06-18 2005-02-10 Srinivas Tummala Method of monitoring the blending of a mixture
US8269174B2 (en) * 2003-07-18 2012-09-18 Chemimage Corporation Method and apparatus for compact spectrometer for multipoint sampling of an object
US7738095B2 (en) * 2003-07-18 2010-06-15 Chemimage Corporation Method and apparatus for compact spectrometer for detecting hazardous agents
US7542138B2 (en) * 2003-07-18 2009-06-02 Chemimage Corporation Sample container and system for a handheld spectrometer and method for using therefor
US7548310B2 (en) * 2003-07-18 2009-06-16 Chemimage Corporation Method and apparatus for compact spectrometer for multipoint sampling of an object
JP2006528353A (ja) * 2003-07-18 2006-12-14 ケミマジ コーポレーション 多重波長式作像用分光器のための方法および装置
US7440096B2 (en) * 2003-07-18 2008-10-21 Chemimage Corporation Method and apparatus for compact spectrometer for fiber array spectral translator
US7286222B2 (en) * 2003-07-18 2007-10-23 Chemimage Corporation Sample container and system for a handheld spectrometer and method for using therefor
US7812948B2 (en) 2003-10-17 2010-10-12 Astellas Pharma Inc. Different-kind-of-object detector employing plane spectrometer
US20050097021A1 (en) * 2003-11-03 2005-05-05 Martin Behr Object analysis apparatus
US7072770B1 (en) 2004-03-29 2006-07-04 Chemimage Corporation Method for identifying components of a mixture via spectral analysis
US20060023217A1 (en) * 2004-05-28 2006-02-02 Chemimage Corporation Method and apparatus for producing a mosaic image
US7239383B2 (en) * 2004-06-30 2007-07-03 Chemimage Corporation Method and apparatus for spectral modulation compensation
US7286231B2 (en) * 2004-06-30 2007-10-23 Chemimage Corp. Method and apparatus for peak compensation in an optical filter
US7394542B2 (en) 2004-08-18 2008-07-01 Chemimage Corporation Method and apparatus for chemical imaging in a microfluidic circuit
US20060170916A1 (en) * 2005-01-31 2006-08-03 Voigt Thomas C Method and apparatus for variable-field illumination
US8180579B2 (en) * 2005-03-25 2012-05-15 Lawrence Livermore National Security, Llc Real time gamma-ray signature identifier
CA2604251A1 (en) * 2005-04-15 2006-10-26 Chemimage Corporation Method and apparatus for spectral mixture resolution
US7330746B2 (en) * 2005-06-07 2008-02-12 Chem Image Corporation Non-invasive biochemical analysis
US7330747B2 (en) * 2005-06-07 2008-02-12 Chemimage Corporation Invasive chemometry
WO2007047299A1 (en) * 2005-10-13 2007-04-26 Baylor University Classification of fabrics by near-infrared spectroscopy
JP4769705B2 (ja) * 2006-12-18 2011-09-07 トヨタ自動車株式会社 排気ガスの温度分析装置、排気ガス温度分析方法、及び、温度分析プログラム
DE102007027569B3 (de) * 2007-06-15 2009-01-02 Bionorica Ag Verfahren zum qualitativen Klassifizieren tensidhaltiger Zusammensetzungen
US7626696B2 (en) * 2007-08-07 2009-12-01 Chemimage Corporation Method and apparatus for reconfigurable field of view in a FAST-based imaging system
NO329603B1 (no) * 2007-11-22 2010-11-22 Integrated Optoelectronics As Fremgangsmate og system for maling og bestemmelse / gjenkjenning av ulike materialer
JP5206335B2 (ja) * 2008-11-07 2013-06-12 アステラス製薬株式会社 主成分分析方法、主成分分析装置、異種品検出装置、主成分分析プログラム、及び、主成分分析プログラムが記録された記録媒体
DE102010006450B4 (de) * 2010-02-01 2019-03-28 Bruker Daltonik Gmbh Gestufte Suche nach Mikrobenspektren in Referenzbibiliotheken
CN102841063B (zh) * 2012-08-30 2014-09-03 浙江工业大学 一种基于光谱技术的生物炭溯源鉴别方法
CN103353443A (zh) * 2013-06-18 2013-10-16 西北农林科技大学 一种基于近红外光谱的中宁枸杞子判别方法
CN103575689B (zh) * 2013-10-11 2015-07-15 西北农林科技大学 近红外光谱和可见光分析仪快速检测稻米中直链淀粉含量的方法
CN103837492B (zh) * 2014-02-24 2015-11-25 西北农林科技大学 一种基于近红外光谱技术的猕猴桃膨大果无损检测方法
DE102014203721B4 (de) * 2014-02-28 2018-12-27 Bruker Biospin Gmbh Verfahren zur Bestimmung der Konzentration einer Substanz in einer Probe
CN105334183A (zh) * 2014-08-07 2016-02-17 重庆医科大学 一种基于近红外光谱鉴别法定麻黄药材的方法
DE102015105039A1 (de) 2015-04-01 2016-10-06 Fritz Egger Gmbh & Co. Og Imprägnieranlage und Verfahren zu deren Überwachung
CN107449751A (zh) * 2017-09-16 2017-12-08 朱纪佳 一种投影式光合色素吸收光谱观察仪
JP7031450B2 (ja) * 2018-04-02 2022-03-08 日本製鉄株式会社 粒子発生源解析システム、粒子発生源解析方法、及びプログラム
CN111989747A (zh) * 2018-04-05 2020-11-24 伊耐斯克泰克-计算机科学与技术系统工程研究所 用于预测样品中的成分的定量的分光光度法和装置
RS63707B1 (sr) 2019-06-24 2022-11-30 Evonik Operations Gmbh Metoda za predviđanje hrane za životinje i/ili sirovine za hranu za životinje
CN113406037B (zh) * 2021-06-17 2023-07-25 中国科学院合肥物质科学研究院 一种基于序列前向选择的红外光谱在线快速识别分析方法
CN113626578B (zh) * 2021-10-12 2021-12-21 南通腾宇环保设备有限公司 一种密封材料的智能分析方法及系统

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4660151A (en) * 1983-09-19 1987-04-21 Beckman Instruments, Inc. Multicomponent quantitative analytical method and apparatus
US4661913A (en) * 1984-09-11 1987-04-28 Becton, Dickinson And Company Apparatus and method for the detection and classification of articles using flow cytometry techniques
US4766551A (en) * 1986-09-22 1988-08-23 Pacific Scientific Company Method of comparing spectra to identify similar materials
US5121338A (en) * 1988-03-10 1992-06-09 Indiana University Foundation Method for detecting subpopulations in spectral analysis
US5124932A (en) * 1988-03-10 1992-06-23 Indiana University Foundation Method for analyzing asymmetric clusters in spectral analysis
US4885697A (en) * 1988-09-01 1989-12-05 E. I. Du Pont De Nemours And Company Method of identifying spectra
US4969739A (en) * 1989-01-09 1990-11-13 Nirsystems Incorporated Spectrometer with direct drive high speed oscillating grating
US5046846A (en) * 1989-03-22 1991-09-10 The Lubrizol Corporation Method and apparatus for spectroscopic comparison of compositions
US5311445A (en) * 1989-04-19 1994-05-10 Board Of Regents Of The University Of Oklahoma Deconvoluted band representation for infrared spectrum compression
US5205701A (en) * 1990-06-04 1993-04-27 Canon Kabushiki Kaisha Industrial robot
MY107458A (en) * 1990-10-12 1995-12-30 Exxon Res & Engineering Company Special data measurement and correction
US5121337A (en) * 1990-10-15 1992-06-09 Exxon Research And Engineering Company Method for correcting spectral data for data due to the spectral measurement process itself and estimating unknown property and/or composition data of a sample using such method
US5223715A (en) * 1991-09-20 1993-06-29 Amoco Corporation Process for spectrophotometric analysis
EP0535700B1 (de) * 1991-10-04 1997-03-26 The Perkin-Elmer Corporation Verfahren und Gerät zur Spektrenvergleichung
US5397899A (en) * 1992-07-21 1995-03-14 Western Atlas International, Inc. Method for improving infrared analysis estimations by automatically compensating for instrument instabilities
US5448070A (en) * 1993-05-17 1995-09-05 The Foxboro Company Identification of unknown gases using infrared absorption spectroscopy
US5477322A (en) * 1994-10-13 1995-12-19 Nirsystems Incorporated Spectrophotometer with light source in the form of a light emitting diode array
US5606164A (en) * 1996-01-16 1997-02-25 Boehringer Mannheim Corporation Method and apparatus for biological fluid analyte concentration measurement using generalized distance outlier detection
WO1997006418A1 (en) * 1995-08-07 1997-02-20 Boehringer Mannheim Corporation Biological fluid analysis using distance outlier detection
CA2201410A1 (en) * 1996-04-16 1997-10-16 Bogdan Kurtyka System for matching absorbance spectra employing a library stabilization algorithm

Also Published As

Publication number Publication date
EP2040058A3 (de) 2009-04-15
EP0807809A3 (de) 1998-07-01
EP0807809B1 (de) 2009-02-11
EP2040058A2 (de) 2009-03-25
JP4477620B2 (ja) 2010-06-09
JP3904284B2 (ja) 2007-04-11
EP0807809A2 (de) 1997-11-19
JPH1048128A (ja) 1998-02-20
US5822219A (en) 1998-10-13
CA2203308A1 (en) 1997-11-13
JP2007093617A (ja) 2007-04-12

Similar Documents

Publication Publication Date Title
DE69739245D1 (de) System zur Identifizierung von Material mittels NIR-Spektrometrie
DE69739988D1 (de) Verbessertes abbildungssystem zur fluoreszenzanalyse
DE29603811U1 (de) Spannzwinge zur Einhandbedienung
DE69739397D1 (de) Gerät zur Markierung von Gewebe
DE69739231D1 (de) Pflanzliche-kern-gerust bindungsregion zur erhöhung der genexpression
DE69731783D1 (de) Vorrichtung zur Insektenbekämpfung
DE69737948D1 (de) Vorrichtung zur rekonstruktion von sehnen
DE59508184D1 (de) Einrichtung zur Bearbeitung von Material
DE59712307D1 (de) Vorrichtung zur kathodenzerstäubung
DE29610516U1 (de) Vorrichtung zur Befestigung von plattenförmigen Bauteilen
DE69721994D1 (de) System zur befestigung von plattenförmigen material
DE69728327D1 (de) Vorrichtung zur Beschichtung von Kompressorkolben
DE59806274D1 (de) Anordnung zur übertragung von programmen
DE69720887D1 (de) Vorrichtung zur Stabilisierung
DE69729683D1 (de) Vorrichtung zur Heizung von Furnier
ATA33796A (de) Vorrichtung zur reinigung von schuhwerk
DE59706033D1 (de) Verfahren zur qualitativen Beurteilung von bearbeitetem Material
DE29607118U1 (de) Vorrichtung zur Bekämpfung von Schimmelpilz
DE29619956U1 (de) Vorrichtung zur Befestigung von Profilen
DE69928014D1 (de) Vorrichtung zur gewinnung von geberstellungen
DE19780887D2 (de) Vorrichtung zur Bearbeitung von Schuhen
DE29714038U1 (de) Vorrichtung zur Absicherung von Plätzen
ATA207897A (de) Einrichtung zur schwenkverbindung von bauteilen
DE29619900U1 (de) Vorrichtung zur Bearbeitung von Schuhen
DE29602815U1 (de) Vorrichtung zur Fortbewegung von Personen

Legal Events

Date Code Title Description
8364 No opposition during term of opposition