WO2003034819A3 - CAPTEUR LOGICIEL NOx - Google Patents
CAPTEUR LOGICIEL NOx Download PDFInfo
- Publication number
- WO2003034819A3 WO2003034819A3 PCT/FR2002/003393 FR0203393W WO03034819A3 WO 2003034819 A3 WO2003034819 A3 WO 2003034819A3 FR 0203393 W FR0203393 W FR 0203393W WO 03034819 A3 WO03034819 A3 WO 03034819A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- combustion
- nox
- datum
- fumes
- furnace
- Prior art date
Links
- 238000002485 combustion reaction Methods 0.000 abstract 4
- 239000003517 fume Substances 0.000 abstract 4
- IJGRMHOSHXDMSA-UHFFFAOYSA-N Atomic nitrogen Chemical compound N#N IJGRMHOSHXDMSA-UHFFFAOYSA-N 0.000 abstract 2
- 238000000034 method Methods 0.000 abstract 2
- 238000013528 artificial neural network Methods 0.000 abstract 1
- 229910052757 nitrogen Inorganic materials 0.000 abstract 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
- G01N33/0004—Gaseous mixtures, e.g. polluted air
- G01N33/0009—General constructional details of gas analysers, e.g. portable test equipment
- G01N33/0027—General constructional details of gas analysers, e.g. portable test equipment concerning the detector
- G01N33/0031—General constructional details of gas analysers, e.g. portable test equipment concerning the detector comprising two or more sensors, e.g. a sensor array
- G01N33/0032—General constructional details of gas analysers, e.g. portable test equipment concerning the detector comprising two or more sensors, e.g. a sensor array using two or more different physical functioning modes
-
- 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
- G01N33/0004—Gaseous mixtures, e.g. polluted air
- G01N33/0009—General constructional details of gas analysers, e.g. portable test equipment
- G01N33/0027—General constructional details of gas analysers, e.g. portable test equipment concerning the detector
- G01N33/0031—General constructional details of gas analysers, e.g. portable test equipment concerning the detector comprising two or more sensors, e.g. a sensor array
-
- 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
- G01N33/0004—Gaseous mixtures, e.g. polluted air
- G01N33/0009—General constructional details of gas analysers, e.g. portable test equipment
- G01N33/0027—General constructional details of gas analysers, e.g. portable test equipment concerning the detector
- G01N33/0031—General constructional details of gas analysers, e.g. portable test equipment concerning the detector comprising two or more sensors, e.g. a sensor array
- G01N33/0034—General constructional details of gas analysers, e.g. portable test equipment concerning the detector comprising two or more sensors, e.g. a sensor array comprising neural networks or related mathematical techniques
-
- 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
- G01N33/0004—Gaseous mixtures, e.g. polluted air
- G01N33/0009—General constructional details of gas analysers, e.g. portable test equipment
- G01N33/0027—General constructional details of gas analysers, e.g. portable test equipment concerning the detector
- G01N33/0036—General constructional details of gas analysers, e.g. portable test equipment concerning the detector specially adapted to detect a particular component
- G01N33/0037—NOx
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A50/00—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE in human health protection, e.g. against extreme weather
- Y02A50/20—Air quality improvement or preservation, e.g. vehicle emission control or emission reduction by using catalytic converters
Landscapes
- Chemical & Material Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Medicinal Chemistry (AREA)
- Biochemistry (AREA)
- Pathology (AREA)
- Immunology (AREA)
- Food Science & Technology (AREA)
- General Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Combustion & Propulsion (AREA)
- General Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Regulation And Control Of Combustion (AREA)
- Measuring Oxygen Concentration In Cells (AREA)
- Investigating Or Analyzing Materials Using Thermal Means (AREA)
Abstract
Priority Applications (4)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| AU2002356209A AU2002356209A1 (en) | 2001-10-25 | 2002-10-04 | Nox software sensor |
| US10/493,642 US7266460B2 (en) | 2001-10-25 | 2002-10-04 | NOx software sensor |
| JP2003537398A JP2005506540A (ja) | 2001-10-25 | 2002-10-04 | 酸化剤として高濃度酸素を含む空気又は純粋酸素を使用する加熱炉の排気筒出口の窒素酸化物ソフトウェアセンサ |
| EP02801930A EP1444510A2 (fr) | 2001-10-25 | 2002-10-04 | CAPTEUR LOGICIEL NOx EN SORTIE DES CHEMINEES DES FOURS UTILISANT L'AIR ENRICHI EN OXYGENE OU DE L'OXYGENE PUR COMME COMBURANT |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| FR0113809A FR2831666B1 (fr) | 2001-10-25 | 2001-10-25 | Capteur logiciel nox en sortie des cheminees des fours utilisant l'air enrichi en oxygene ou de l'oxygene pur comme comburant |
| FR01/13809 | 2001-10-25 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| WO2003034819A2 WO2003034819A2 (fr) | 2003-05-01 |
| WO2003034819A3 true WO2003034819A3 (fr) | 2003-10-16 |
| WO2003034819A8 WO2003034819A8 (fr) | 2004-04-01 |
Family
ID=8868715
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/FR2002/003393 WO2003034819A2 (fr) | 2001-10-25 | 2002-10-04 | CAPTEUR LOGICIEL NOx |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US7266460B2 (fr) |
| EP (1) | EP1444510A2 (fr) |
| JP (1) | JP2005506540A (fr) |
| AU (1) | AU2002356209A1 (fr) |
| FR (1) | FR2831666B1 (fr) |
| WO (1) | WO2003034819A2 (fr) |
Families Citing this family (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20060106501A1 (en) * | 2004-11-12 | 2006-05-18 | General Electric Company | NEURAL MODELING FOR NOx GENERATION CURVES |
| US7765795B2 (en) * | 2006-04-28 | 2010-08-03 | Caterpillar Inc | NOx control using a neural network |
| CN101718769B (zh) * | 2009-11-17 | 2012-12-26 | 重庆大学 | 一种基于并联型遗传Elman神经网络的源驱动式235U浓度识别方法 |
| WO2015095884A1 (fr) * | 2013-12-20 | 2015-06-25 | Industrial Scientific Corporation | Systèmes et procédés pour la prédiction de valeurs de concentrations de gaz |
| CN104132959B (zh) * | 2014-07-01 | 2016-01-13 | 哈尔滨工业大学 | 一种基于神经网络的严寒地区建筑外墙传热性能预测方法 |
| US10690344B2 (en) | 2016-04-26 | 2020-06-23 | Cleaver-Brooks, Inc. | Boiler system and method of operating same |
| JP6673799B2 (ja) * | 2016-10-21 | 2020-03-25 | 株式会社神戸製鋼所 | ガス化溶融炉プラントの排ガス制御装置及び排ガス制御方法 |
| CN110063326A (zh) * | 2019-04-30 | 2019-07-30 | 济南浪潮高新科技投资发展有限公司 | 基于卷积神经网络的智能驱鸟方法 |
| CN110334452B (zh) * | 2019-07-09 | 2021-03-16 | 中南大学 | 一种智慧农业大气污染物浓度分层次预警方法 |
| EP4118439A4 (fr) * | 2020-03-10 | 2024-03-13 | Stratuscent Inc. | Systèmes et procédés de détection d'un événement de détection dans un flux de données de mesure de capteur chimique |
| CN111589302A (zh) * | 2020-05-29 | 2020-08-28 | 广东电科院能源技术有限责任公司 | 燃煤电厂scr脱硝性能预测方法、装置、设备和存储介质 |
| CN111972394B (zh) * | 2020-06-11 | 2022-01-21 | 广东电网有限责任公司 | 一种基于dqn的超声波驱鸟最优频率的选择方法 |
| CN116954058B (zh) * | 2023-07-13 | 2024-02-23 | 淮阴工学院 | 一种锅炉NOx浓度预测与智能控制方法及系统 |
| WO2025141896A1 (fr) * | 2023-12-27 | 2025-07-03 | Agc株式会社 | Dispositif de traitement d'informations, système de production de verre, procédé de traitement d'informations, programme et procédé d'estimation de paramètres d'étalonnage |
| CN119289673B (zh) * | 2024-12-10 | 2025-03-04 | 广东巨晨装备科技有限公司 | 一种熔炉工作状态监控管理系统及方法 |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5548528A (en) * | 1993-08-05 | 1996-08-20 | Pavilion Technologies | Virtual continuous emission monitoring system |
| EP0750192A2 (fr) * | 1995-06-24 | 1996-12-27 | Sun Electric Uk Ltd. | Systèmes avec plusieurs détecteurs de gaz pour la mesure des émissions d'automobiles |
| WO1999044106A1 (fr) * | 1998-02-27 | 1999-09-02 | MTU MOTOREN- UND TURBINEN-UNION MüNCHEN GMBH | Systeme et procede pour le diagnostic d'etats de groupes motopropulseurs |
| EP0971171A1 (fr) * | 1998-07-08 | 2000-01-12 | L'air Liquide, Societe Anonyme Pour L'etude Et L'exploitation Des Procedes Georges Claude | Procédé de combustion d'un combustible avec un comburant riche en oxygène |
| US20010013026A1 (en) * | 1998-04-17 | 2001-08-09 | Ronald E. Shaffer | Chemical sensor pattern recognition system and method using a self-training neural network classifier with automated outlier detection |
| WO2001084136A1 (fr) * | 2000-05-03 | 2001-11-08 | L'air Liquide Societe Anonyme A Directoire Et Con Seil De Surveillance Pour L'etude Et L'exploitation Des Procedes Georges Claude | Capteur logiciel nox |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5249954A (en) * | 1992-07-07 | 1993-10-05 | Electric Power Research Institute, Inc. | Integrated imaging sensor/neural network controller for combustion systems |
| US6045353A (en) * | 1996-05-29 | 2000-04-04 | American Air Liquide, Inc. | Method and apparatus for optical flame control of combustion burners |
| US7099836B2 (en) * | 2000-04-24 | 2006-08-29 | Cichanowicz J Edward | Automated method for conducting buy/sell transactions for non-commodity materials or devices |
-
2001
- 2001-10-25 FR FR0113809A patent/FR2831666B1/fr not_active Expired - Fee Related
-
2002
- 2002-10-04 EP EP02801930A patent/EP1444510A2/fr not_active Withdrawn
- 2002-10-04 WO PCT/FR2002/003393 patent/WO2003034819A2/fr active Application Filing
- 2002-10-04 AU AU2002356209A patent/AU2002356209A1/en not_active Abandoned
- 2002-10-04 US US10/493,642 patent/US7266460B2/en not_active Expired - Lifetime
- 2002-10-04 JP JP2003537398A patent/JP2005506540A/ja not_active Ceased
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5548528A (en) * | 1993-08-05 | 1996-08-20 | Pavilion Technologies | Virtual continuous emission monitoring system |
| EP0750192A2 (fr) * | 1995-06-24 | 1996-12-27 | Sun Electric Uk Ltd. | Systèmes avec plusieurs détecteurs de gaz pour la mesure des émissions d'automobiles |
| WO1999044106A1 (fr) * | 1998-02-27 | 1999-09-02 | MTU MOTOREN- UND TURBINEN-UNION MüNCHEN GMBH | Systeme et procede pour le diagnostic d'etats de groupes motopropulseurs |
| US20010013026A1 (en) * | 1998-04-17 | 2001-08-09 | Ronald E. Shaffer | Chemical sensor pattern recognition system and method using a self-training neural network classifier with automated outlier detection |
| EP0971171A1 (fr) * | 1998-07-08 | 2000-01-12 | L'air Liquide, Societe Anonyme Pour L'etude Et L'exploitation Des Procedes Georges Claude | Procédé de combustion d'un combustible avec un comburant riche en oxygène |
| WO2001084136A1 (fr) * | 2000-05-03 | 2001-11-08 | L'air Liquide Societe Anonyme A Directoire Et Con Seil De Surveillance Pour L'etude Et L'exploitation Des Procedes Georges Claude | Capteur logiciel nox |
Non-Patent Citations (1)
| Title |
|---|
| BAKAL B ET AL: "TIME DELAY NEURAL NETWORKS FOR NOX AND CO PREDICTION IN FOSSIL FUELPLANTS", WCNN. WORLD CONGRESS ON NEURAL NETWORKS, XX, XX, vol. 3, 1995, pages 111 - 115, XP000884006 * |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2003034819A2 (fr) | 2003-05-01 |
| US20040249578A1 (en) | 2004-12-09 |
| US7266460B2 (en) | 2007-09-04 |
| AU2002356209A1 (en) | 2003-05-06 |
| FR2831666A1 (fr) | 2003-05-02 |
| JP2005506540A (ja) | 2005-03-03 |
| FR2831666B1 (fr) | 2004-03-12 |
| WO2003034819A8 (fr) | 2004-04-01 |
| EP1444510A2 (fr) | 2004-08-11 |
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