CA2154786A1 - Methode d'extrapolation des donnees sur les caracteristiques physiques des produits hydrocarbones - Google Patents
Methode d'extrapolation des donnees sur les caracteristiques physiques des produits hydrocarbonesInfo
- Publication number
- CA2154786A1 CA2154786A1 CA002154786A CA2154786A CA2154786A1 CA 2154786 A1 CA2154786 A1 CA 2154786A1 CA 002154786 A CA002154786 A CA 002154786A CA 2154786 A CA2154786 A CA 2154786A CA 2154786 A1 CA2154786 A1 CA 2154786A1
- Authority
- CA
- Canada
- Prior art keywords
- data
- physical property
- network
- neural network
- nodes
- 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.)
- Abandoned
Links
- 238000000034 method Methods 0.000 title claims abstract description 29
- 230000000704 physical effect Effects 0.000 title claims abstract description 25
- 239000004215 Carbon black (E152) Substances 0.000 title claims abstract description 20
- 229930195733 hydrocarbon Natural products 0.000 title claims abstract description 20
- 150000002430 hydrocarbons Chemical class 0.000 title claims abstract description 20
- 238000013528 artificial neural network Methods 0.000 claims abstract description 28
- 238000001228 spectrum Methods 0.000 claims abstract description 15
- 238000012549 training Methods 0.000 claims abstract description 12
- 238000002835 absorbance Methods 0.000 claims abstract description 9
- 238000010521 absorption reaction Methods 0.000 claims abstract description 8
- 230000003595 spectral effect Effects 0.000 claims abstract description 8
- 238000002329 infrared spectrum Methods 0.000 claims abstract description 5
- 238000012544 monitoring process Methods 0.000 claims abstract description 5
- 238000012545 processing Methods 0.000 claims abstract description 4
- 238000010561 standard procedure Methods 0.000 claims abstract description 3
- 239000000446 fuel Substances 0.000 claims description 21
- CIWBSHSKHKDKBQ-JLAZNSOCSA-N Ascorbic acid Chemical compound OC[C@H](O)[C@H]1OC(=O)C(O)=C1O CIWBSHSKHKDKBQ-JLAZNSOCSA-N 0.000 claims description 20
- TVMXDCGIABBOFY-UHFFFAOYSA-N octane Chemical group CCCCCCCC TVMXDCGIABBOFY-UHFFFAOYSA-N 0.000 claims description 20
- 241000786363 Rhampholeon spectrum Species 0.000 claims description 6
- 239000002283 diesel fuel Substances 0.000 claims description 4
- 150000001298 alcohols Chemical class 0.000 claims description 3
- 239000000654 additive Substances 0.000 claims description 2
- 238000007792 addition Methods 0.000 claims 1
- 238000005259 measurement Methods 0.000 description 7
- 230000008569 process Effects 0.000 description 5
- 230000009467 reduction Effects 0.000 description 4
- 238000004458 analytical method Methods 0.000 description 3
- 210000004556 brain Anatomy 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 238000012423 maintenance Methods 0.000 description 2
- 239000000203 mixture Substances 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000010200 validation analysis Methods 0.000 description 2
- 101100225553 Caenorhabditis elegans epg-4 gene Proteins 0.000 description 1
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000015556 catabolic process Effects 0.000 description 1
- 238000004523 catalytic cracking Methods 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000012864 cross contamination Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000006731 degradation reaction Methods 0.000 description 1
- 238000004821 distillation Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- DCAYPVUWAIABOU-UHFFFAOYSA-N hexadecane Chemical compound CCCCCCCCCCCCCCCC DCAYPVUWAIABOU-UHFFFAOYSA-N 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 238000002156 mixing Methods 0.000 description 1
- 210000002569 neuron Anatomy 0.000 description 1
- 150000002894 organic compounds Chemical class 0.000 description 1
- 238000003909 pattern recognition Methods 0.000 description 1
- 238000000513 principal component analysis Methods 0.000 description 1
- 230000000644 propagated effect Effects 0.000 description 1
- 238000007670 refining Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 210000000225 synapse Anatomy 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/359—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3504—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing gases, e.g. multi-gas analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3577—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing liquids, e.g. polluted water
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/26—Oils; viscous liquids; paints; inks
- G01N33/28—Oils, i.e. hydrocarbon liquids
- G01N33/2829—Oils, i.e. hydrocarbon liquids mixtures of fuels, e.g. determining the RON-number
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/26—Oils; viscous liquids; paints; inks
- G01N33/28—Oils, i.e. hydrocarbon liquids
- G01N33/2835—Oils, i.e. hydrocarbon liquids specific substances contained in the oil or fuel
- G01N33/2852—Oils, i.e. hydrocarbon liquids specific substances contained in the oil or fuel alcohol/fuel mixtures
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP93200229 | 1993-01-28 | ||
| EP93200229.8 | 1993-01-28 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA2154786A1 true CA2154786A1 (fr) | 1994-08-04 |
Family
ID=8213596
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA002154786A Abandoned CA2154786A1 (fr) | 1993-01-28 | 1994-01-26 | Methode d'extrapolation des donnees sur les caracteristiques physiques des produits hydrocarbones |
Country Status (12)
| Country | Link |
|---|---|
| EP (1) | EP0681693A1 (fr) |
| JP (1) | JPH08505944A (fr) |
| KR (1) | KR960700450A (fr) |
| CN (1) | CN1116878A (fr) |
| AU (1) | AU5971994A (fr) |
| BR (1) | BR9405871A (fr) |
| CA (1) | CA2154786A1 (fr) |
| FI (1) | FI953579A0 (fr) |
| NO (1) | NO952957D0 (fr) |
| NZ (1) | NZ261119A (fr) |
| WO (1) | WO1994017391A1 (fr) |
| ZA (1) | ZA94536B (fr) |
Families Citing this family (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5572030A (en) * | 1994-04-22 | 1996-11-05 | Intevep, S.A. | Method for determining parameter of hydrocarbon |
| US5643796A (en) * | 1994-10-14 | 1997-07-01 | University Of Washington | System for sensing droplet formation time delay in a flow cytometer |
| KR100354852B1 (ko) * | 1994-12-09 | 2003-04-21 | 포스 일렉트릭 에이/에스 | 정보획득방법 |
| US6850874B1 (en) * | 1998-04-17 | 2005-02-01 | United Technologies Corporation | Method and apparatus for predicting a characteristic of a product attribute formed by a machining process using a model of the process |
| US20060031027A1 (en) * | 2004-08-03 | 2006-02-09 | Alman David H | Method and apparatus for predicting properties of a chemical mixture |
| CN100335885C (zh) * | 2004-09-30 | 2007-09-05 | 长沙开元仪器有限公司 | 一种煤中氢含量的测试方法 |
| EP1744049A3 (fr) * | 2005-07-14 | 2012-08-15 | Korea Petroleum Quality Inspection Institute | Appareil de test de carburant monté dans un véhicule |
| US7679059B2 (en) * | 2006-04-19 | 2010-03-16 | Spectrasensors, Inc. | Measuring water vapor in hydrocarbons |
| US9244052B2 (en) | 2011-12-22 | 2016-01-26 | Exxonmobil Research And Engineering Company | Global crude oil quality monitoring using direct measurement and advanced analytic techniques for raw material valuation |
| GB2520520B (en) * | 2013-11-22 | 2018-05-23 | Jaguar Land Rover Ltd | Methods and system for determining fuel quality in a vehicle |
| DE102015106881B4 (de) * | 2015-05-04 | 2016-12-29 | Rofa Laboratory & Process Analyzers | Verfahren zur Bestimmung einer die Klopffestigkeit charakterisierenden Kenngröße eines Kraftstoffs sowie entsprechende Prüfanordnung |
| FR3035970B1 (fr) | 2015-05-05 | 2017-06-02 | Ifp Energies Now | Procede de suivi en continu de l'etat d'avancement d'oxydation d'un carburant |
| CN105424539A (zh) * | 2015-11-06 | 2016-03-23 | 中国科学院天津工业生物技术研究所 | 基于神经网络的预测玉米秸秆水解后产糖量的方法 |
| WO2017098862A1 (fr) * | 2015-12-08 | 2017-06-15 | 国立研究開発法人物質・材料研究機構 | Capteur de discrimination de mazout comprenant une couche réceptrice composée de microparticules modifiées par des groupes hydrocarbure, et procédé de discrimination de mazout |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB2245401A (en) * | 1989-11-01 | 1992-01-02 | Hughes Aircraft Co | Neural network signal processor |
-
1994
- 1994-01-26 JP JP6516692A patent/JPH08505944A/ja active Pending
- 1994-01-26 BR BR9405871A patent/BR9405871A/pt not_active Application Discontinuation
- 1994-01-26 EP EP94905722A patent/EP0681693A1/fr not_active Ceased
- 1994-01-26 AU AU59719/94A patent/AU5971994A/en not_active Abandoned
- 1994-01-26 NZ NZ261119A patent/NZ261119A/xx unknown
- 1994-01-26 KR KR1019950703127A patent/KR960700450A/ko not_active Application Discontinuation
- 1994-01-26 CA CA002154786A patent/CA2154786A1/fr not_active Abandoned
- 1994-01-26 CN CN94191022A patent/CN1116878A/zh active Pending
- 1994-01-26 ZA ZA94536A patent/ZA94536B/xx unknown
- 1994-01-26 WO PCT/EP1994/000233 patent/WO1994017391A1/fr not_active Application Discontinuation
-
1995
- 1995-07-26 NO NO952957A patent/NO952957D0/no unknown
- 1995-07-26 FI FI953579A patent/FI953579A0/fi not_active Application Discontinuation
Also Published As
| Publication number | Publication date |
|---|---|
| NO952957L (no) | 1995-07-26 |
| NO952957D0 (no) | 1995-07-26 |
| KR960700450A (ko) | 1996-01-20 |
| BR9405871A (pt) | 1995-12-12 |
| FI953579A (fi) | 1995-07-26 |
| FI953579A0 (fi) | 1995-07-26 |
| ZA94536B (en) | 1994-09-09 |
| AU5971994A (en) | 1994-08-15 |
| NZ261119A (en) | 1997-08-22 |
| CN1116878A (zh) | 1996-02-14 |
| WO1994017391A1 (fr) | 1994-08-04 |
| EP0681693A1 (fr) | 1995-11-15 |
| JPH08505944A (ja) | 1996-06-25 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| AU676854B2 (en) | An apparatus for fuel quality monitoring | |
| US5348645A (en) | Determination of aromatics in hydrocarbons by near infrared spectroscopy | |
| US5572030A (en) | Method for determining parameter of hydrocarbon | |
| EP0555216B2 (fr) | Procede et appareil d'analyse d'hydrocarbures par spectroscopie dans l'infrarouge proche | |
| US6140647A (en) | Gasoline RFG analysis by a spectrometer | |
| CA2154786A1 (fr) | Methode d'extrapolation des donnees sur les caracteristiques physiques des produits hydrocarbones | |
| US20040033617A1 (en) | Topological near infrared analysis modeling of petroleum refinery products | |
| EP0671003B1 (fr) | Procede de prediction d'indices de cetane de gazoles | |
| US6281499B1 (en) | Method for analyzing measured value by on-line spectral analyzer | |
| Andrade et al. | Prediction of clean octane numbers of catalytic reformed naphthas using FT-mir and PLS | |
| EP3861320B1 (fr) | Systèmes et procédés de résolution chimique implicite de gasoil sous vide et détermination de la qualité d'ajustement | |
| Westbrook | Army use of near-infrared spectroscopy to estimate selected properties of compression ignition fuels | |
| US11402323B2 (en) | Systems and processes for performance property determination using optical spectral data | |
| Fodor | Analysis of petroleum fuels by midband infrared spectroscopy | |
| CN111829976A (zh) | 一种由原油近红外光谱预测其汽油馏分烃族组成的方法 | |
| WO1996000380A1 (fr) | Determination de la presence de soufre dans des hydrocarbures par spectroscopie a l'infrarouge proche | |
| CN115436317A (zh) | 一种预测汽油辛烷值的方法 | |
| MXPA96001605A (en) | Method to determine hydrocarbon parameters |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FZDE | Dead |