NZ256675A - Optical online measurement of hydrocarbon properties: analysis by neural network - Google Patents
Optical online measurement of hydrocarbon properties: analysis by neural networkInfo
- Publication number
- NZ256675A NZ256675A NZ256675A NZ25667593A NZ256675A NZ 256675 A NZ256675 A NZ 256675A NZ 256675 A NZ256675 A NZ 256675A NZ 25667593 A NZ25667593 A NZ 25667593A NZ 256675 A NZ256675 A NZ 256675A
- Authority
- NZ
- New Zealand
- Prior art keywords
- network
- nodes
- neural network
- hydrocarbon
- product line
- Prior art date
Links
- 238000013528 artificial neural network Methods 0.000 title claims description 24
- 239000004215 Carbon black (E152) Substances 0.000 title claims description 20
- 229930195733 hydrocarbon Natural products 0.000 title claims description 20
- 150000002430 hydrocarbons Chemical class 0.000 title claims description 20
- 230000003287 optical effect Effects 0.000 title claims description 14
- 238000005259 measurement Methods 0.000 title description 10
- 238000004458 analytical method Methods 0.000 title description 5
- TVMXDCGIABBOFY-UHFFFAOYSA-N octane Chemical compound CCCCCCCC TVMXDCGIABBOFY-UHFFFAOYSA-N 0.000 claims description 16
- 230000003595 spectral effect Effects 0.000 claims description 13
- 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 10
- 230000000704 physical effect Effects 0.000 claims description 10
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 claims description 8
- 238000002835 absorbance Methods 0.000 claims description 7
- 230000005855 radiation Effects 0.000 claims description 6
- 229910000530 Gallium indium arsenide Inorganic materials 0.000 claims description 2
- KXNLCSXBJCPWGL-UHFFFAOYSA-N [Ga].[As].[In] Chemical compound [Ga].[As].[In] KXNLCSXBJCPWGL-UHFFFAOYSA-N 0.000 claims description 2
- 239000013307 optical fiber Substances 0.000 claims description 2
- 239000003795 chemical substances by application Substances 0.000 claims 1
- 239000000446 fuel Substances 0.000 description 16
- 238000000034 method Methods 0.000 description 12
- 238000012549 training Methods 0.000 description 8
- 238000001228 spectrum Methods 0.000 description 7
- 238000012545 processing Methods 0.000 description 4
- 238000010183 spectrum analysis Methods 0.000 description 4
- 238000012544 monitoring process Methods 0.000 description 3
- 238000011160 research Methods 0.000 description 3
- 238000004566 IR spectroscopy Methods 0.000 description 2
- 238000010521 absorption reaction Methods 0.000 description 2
- 238000007792 addition Methods 0.000 description 2
- 210000004556 brain Anatomy 0.000 description 2
- 210000004027 cell Anatomy 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
- 239000000654 additive Substances 0.000 description 1
- 230000000996 additive effect Effects 0.000 description 1
- 150000001298 alcohols Chemical class 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 238000002329 infrared spectrum Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 210000002569 neuron Anatomy 0.000 description 1
- 238000010606 normalization Methods 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
- 230000035945 sensitivity Effects 0.000 description 1
- 239000000126 substance Substances 0.000 description 1
- 210000000225 synapse Anatomy 0.000 description 1
Classifications
-
- 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—Specific substances contained in the oils or fuels
- G01N33/2852—Alcohol in fuels
-
- 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
- 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
- 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—Mixtures of fuels
Landscapes
- Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- Analytical Chemistry (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
- Chemical Kinetics & Catalysis (AREA)
- General Chemical & Material Sciences (AREA)
- Oil, Petroleum & Natural Gas (AREA)
- Food Science & Technology (AREA)
- Medicinal Chemistry (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Sampling And Sample Adjustment (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP92309075 | 1992-10-05 | ||
EP93200229 | 1993-01-28 |
Publications (1)
Publication Number | Publication Date |
---|---|
NZ256675A true NZ256675A (en) | 1995-11-27 |
Family
ID=26132219
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
NZ256675A NZ256675A (en) | 1992-10-05 | 1993-10-04 | Optical online measurement of hydrocarbon properties: analysis by neural network |
Country Status (11)
Country | Link |
---|---|
EP (1) | EP0663998A1 (fi) |
JP (1) | JPH08501878A (fi) |
KR (1) | KR950703732A (fi) |
AU (1) | AU676854B2 (fi) |
BR (1) | BR9307172A (fi) |
CA (1) | CA2146255A1 (fi) |
FI (1) | FI951570A0 (fi) |
MY (1) | MY108958A (fi) |
NO (1) | NO951284D0 (fi) |
NZ (1) | NZ256675A (fi) |
WO (1) | WO1994008226A1 (fi) |
Families Citing this family (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
NL1003058C2 (nl) * | 1996-01-11 | 1997-11-10 | Intevep Sa | Werkwijze voor het bepalen van parameters van koolwaterstof. |
US5572030A (en) * | 1994-04-22 | 1996-11-05 | Intevep, S.A. | Method for determining parameter of hydrocarbon |
EP0706040A1 (en) * | 1994-10-07 | 1996-04-10 | Bp Chemicals S.N.C. | Property determination |
US5935863A (en) * | 1994-10-07 | 1999-08-10 | Bp Chemicals Limited | Cracking property determination and process control |
EP0706050A1 (en) * | 1994-10-07 | 1996-04-10 | Bp Chemicals S.N.C. | Lubricant property determination |
EP0706049A1 (en) * | 1994-10-07 | 1996-04-10 | Bp Chemicals S.N.C. | Cracking property determination |
FR2726910B1 (fr) * | 1994-11-10 | 1996-12-27 | Piemont Serge | Dispositif d'identification de fluides hydrocarbures |
CA2168384C (en) * | 1995-02-08 | 2007-05-15 | Bruce Nelson Perry | Method for characterizing feeds to catalytic cracking process units |
AR003846A1 (es) * | 1995-10-18 | 1998-09-09 | Shell Int Research | Una celula de transmision adecuada para el uso en un dispositivo para medir espectros infrarrojos (proximos) de un material hidrocarbonaceo, un espectrometro que la comprende, uso del mismo, metodos para predecir una propiedad fisica de dicho material con dicha celula o espectrometro, y un procedimiento para preparar una composición de betum usando dicho metodo con dicho espectometro |
AR003845A1 (es) * | 1995-10-18 | 1998-09-09 | Shell Int Research | Un método para predecir una propiedad física de un residuo de petróleo crudo, de un petróleo combustible (fuel oil) residual o de un material bituminoso. |
KR100300140B1 (ko) * | 1996-02-21 | 2001-10-27 | 후나키 토시유키 | 광전식스위치장치및스위칭방법 |
US5822058A (en) * | 1997-01-21 | 1998-10-13 | Spectral Sciences, Inc. | Systems and methods for optically measuring properties of hydrocarbon fuel gases |
IT1296939B1 (it) * | 1997-12-09 | 1999-08-03 | Euron Spa | Procedimento per la predizione delle caratteristiche a freddo di gasoli |
JP2004514902A (ja) * | 2000-11-20 | 2004-05-20 | ザ、プロクター、エンド、ギャンブル、カンパニー | ポリマーの予測方法 |
US7005645B2 (en) * | 2001-11-30 | 2006-02-28 | Air Liquide America L.P. | Apparatus and methods for launching and receiving a broad wavelength range source |
CN100425975C (zh) * | 2004-07-29 | 2008-10-15 | 中国石油化工股份有限公司 | 由近红外光谱测定汽油性质数据的方法 |
FR2883602B1 (fr) * | 2005-03-22 | 2010-04-16 | Alain Lunati | Procede d'optimisation des parametres de fonctionnement d'un moteur a combustion |
FR2916019B1 (fr) * | 2007-05-07 | 2014-06-27 | Sp3H | Procede de reglage des parametres d'injection, de combustion et/ou de post-traitement d'un moteur a combustion interne a auto-allumage. |
FR2920475B1 (fr) * | 2007-08-31 | 2013-07-05 | Sp3H | Dispositif de gestion centralisee des mesures et de l'information relative a des flux liquides et gazeux necessaires au fonctionnement d'un moteur thermique |
JP4483922B2 (ja) * | 2007-09-26 | 2010-06-16 | トヨタ自動車株式会社 | 内燃機関の燃料劣化検出装置 |
FR2930598B1 (fr) | 2008-04-24 | 2012-01-27 | Sp3H | Procede d'optimisation du fonctionnement d'un moteur thermique par determination de la proportion des composes oxygenes dans le carburant |
CN101893560B (zh) * | 2010-07-13 | 2012-04-25 | 中国人民解放军总后勤部油料研究所 | 一种汽油锰含量快速测定方法 |
FR2985316B1 (fr) * | 2012-01-04 | 2015-08-07 | Rhodia Operations | Procede pour le diagnostic externe du dysfonctionnement d'un dispositif d'additivation d'un additif dans un carburant pour un vehicule |
GB2520520B (en) * | 2013-11-22 | 2018-05-23 | Jaguar Land Rover Ltd | Methods and system for determining fuel quality in a vehicle |
CN111323387A (zh) * | 2020-03-21 | 2020-06-23 | 哈尔滨工程大学 | 甲烷值在线实时监测系统 |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3716793A (en) * | 1971-12-01 | 1973-02-13 | L Parker | Amplitude modulation detector for radio receivers |
US4404642A (en) * | 1981-05-15 | 1983-09-13 | Trebor Industries, Inc. | Apparatus for near infrared quantitative analysis with temperature variation correction |
JPS5912323A (ja) * | 1982-07-14 | 1984-01-23 | Asahi Chem Ind Co Ltd | 波長分析計 |
JPS62192633A (ja) * | 1986-02-19 | 1987-08-24 | Ngk Spark Plug Co Ltd | アルコ−ル混合燃料の混合比センサ |
FR2611911B1 (fr) * | 1987-02-27 | 1989-06-23 | Bp France | Procede de determination directe d'un indice d'octane |
EP0304232B1 (en) * | 1987-08-18 | 1996-12-27 | Bp Oil International Limited | Method for the direct determination of physical properties of hydrocarbon products |
DE3926881C2 (de) * | 1989-08-16 | 1994-04-21 | Ulrich Dr Schreiber | Spektralphotometer zur Messung schneller zeitlicher Veränderungen von Absorptions-Differenzspektren |
US4963745A (en) * | 1989-09-01 | 1990-10-16 | Ashland Oil, Inc. | Octane measuring process and device |
-
1993
- 1993-09-30 MY MYPI93001987A patent/MY108958A/en unknown
- 1993-10-04 NZ NZ256675A patent/NZ256675A/en unknown
- 1993-10-04 CA CA002146255A patent/CA2146255A1/en not_active Abandoned
- 1993-10-04 BR BR9307172A patent/BR9307172A/pt not_active Application Discontinuation
- 1993-10-04 WO PCT/EP1993/002735 patent/WO1994008226A1/en not_active Application Discontinuation
- 1993-10-04 JP JP6508731A patent/JPH08501878A/ja active Pending
- 1993-10-04 AU AU51493/93A patent/AU676854B2/en not_active Ceased
- 1993-10-04 EP EP93922522A patent/EP0663998A1/en not_active Ceased
- 1993-10-04 KR KR1019950701327A patent/KR950703732A/ko not_active Application Discontinuation
-
1995
- 1995-04-03 NO NO951284A patent/NO951284D0/no unknown
- 1995-04-03 FI FI951570A patent/FI951570A0/fi unknown
Also Published As
Publication number | Publication date |
---|---|
WO1994008226A1 (en) | 1994-04-14 |
CA2146255A1 (en) | 1994-04-14 |
AU676854B2 (en) | 1997-03-27 |
NO951284L (no) | 1995-04-03 |
MY108958A (en) | 1996-11-30 |
FI951570A (fi) | 1995-04-03 |
BR9307172A (pt) | 1999-03-30 |
FI951570A0 (fi) | 1995-04-03 |
KR950703732A (ko) | 1995-09-20 |
AU5149393A (en) | 1994-04-26 |
JPH08501878A (ja) | 1996-02-27 |
EP0663998A1 (en) | 1995-07-26 |
NO951284D0 (no) | 1995-04-03 |
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