EP1444510A2 - CAPTEUR LOGICIEL NOx EN SORTIE DES CHEMINEES DES FOURS UTILISANT L'AIR ENRICHI EN OXYGENE OU DE L'OXYGENE PUR COMME COMBURANT - Google Patents
CAPTEUR LOGICIEL NOx EN SORTIE DES CHEMINEES DES FOURS UTILISANT L'AIR ENRICHI EN OXYGENE OU DE L'OXYGENE PUR COMME COMBURANTInfo
- Publication number
- EP1444510A2 EP1444510A2 EP02801930A EP02801930A EP1444510A2 EP 1444510 A2 EP1444510 A2 EP 1444510A2 EP 02801930 A EP02801930 A EP 02801930A EP 02801930 A EP02801930 A EP 02801930A EP 1444510 A2 EP1444510 A2 EP 1444510A2
- Authority
- EP
- European Patent Office
- Prior art keywords
- data
- combustion
- neural network
- fumes
- oven
- 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.)
- Withdrawn
Links
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—Specially adapted to detect a particular component
- G01N33/0037—Specially adapted to detect a particular component for 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)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Food Science & Technology (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Combustion & Propulsion (AREA)
- General Physics & Mathematics (AREA)
- Medicinal Chemistry (AREA)
- Pathology (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
Description
Claims
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR0113809 | 2001-10-25 | ||
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 |
PCT/FR2002/003393 WO2003034819A2 (fr) | 2001-10-25 | 2002-10-04 | CAPTEUR LOGICIEL NOx |
Publications (1)
Publication Number | Publication Date |
---|---|
EP1444510A2 true EP1444510A2 (fr) | 2004-08-11 |
Family
ID=8868715
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP02801930A Withdrawn 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 |
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 (13)
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 |
US11644451B2 (en) * | 2020-03-10 | 2023-05-09 | Stratuscent, Inc. | Systems and methods for detecting a sensing event in a stream of chemical sensor measurement data |
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 |
Family Cites Families (9)
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 |
US5386373A (en) * | 1993-08-05 | 1995-01-31 | Pavilion Technologies, Inc. | Virtual continuous emission monitoring system with sensor validation |
GB9512929D0 (en) * | 1995-06-24 | 1995-08-30 | Sun Electric Uk Ltd | Multi-gas sensor systems for automatic emissions measurement |
US6045353A (en) * | 1996-05-29 | 2000-04-04 | American Air Liquide, Inc. | Method and apparatus for optical flame control of combustion burners |
DE19808197C2 (de) * | 1998-02-27 | 2001-08-09 | Mtu Aero Engines Gmbh | System und Verfahren zur Diagnose von Triebwerkszuständen |
US6289328B2 (en) * | 1998-04-17 | 2001-09-11 | The United States Of America As Represented By The Secretary Of The Navy | Chemical sensor pattern recognition system and method using a self-training neural network classifier with automated outlier detection |
FR2781039B1 (fr) * | 1998-07-08 | 2000-09-22 | Air Liquide | Procede de combustion d'un combustible avec un comburant riche en oxygene |
US7099836B2 (en) * | 2000-04-24 | 2006-08-29 | Cichanowicz J Edward | Automated method for conducting buy/sell transactions for non-commodity materials or devices |
FR2808592B1 (fr) * | 2000-05-03 | 2002-10-11 | Air Liquide | Capteur logiciel nox |
-
2001
- 2001-10-25 FR FR0113809A patent/FR2831666B1/fr not_active Expired - Fee Related
-
2002
- 2002-10-04 JP JP2003537398A patent/JP2005506540A/ja not_active Ceased
- 2002-10-04 US US10/493,642 patent/US7266460B2/en not_active Expired - Lifetime
- 2002-10-04 AU AU2002356209A patent/AU2002356209A1/en not_active Abandoned
- 2002-10-04 WO PCT/FR2002/003393 patent/WO2003034819A2/fr active Application Filing
- 2002-10-04 EP EP02801930A patent/EP1444510A2/fr not_active Withdrawn
Non-Patent Citations (1)
Title |
---|
See references of WO03034819A2 * |
Also Published As
Publication number | Publication date |
---|---|
AU2002356209A1 (en) | 2003-05-06 |
US20040249578A1 (en) | 2004-12-09 |
FR2831666B1 (fr) | 2004-03-12 |
FR2831666A1 (fr) | 2003-05-02 |
WO2003034819A8 (fr) | 2004-04-01 |
JP2005506540A (ja) | 2005-03-03 |
WO2003034819A2 (fr) | 2003-05-01 |
WO2003034819A3 (fr) | 2003-10-16 |
US7266460B2 (en) | 2007-09-04 |
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Legal Events
Date | Code | Title | Description |
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PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
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17P | Request for examination filed |
Effective date: 20040525 |
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AK | Designated contracting states |
Kind code of ref document: A2 Designated state(s): AT BE BG CH CY CZ DE DK EE ES FI FR GB GR IE IT LI LU MC NL PT SE SK TR |
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AX | Request for extension of the european patent |
Extension state: AL LT LV MK RO SI |
|
RAP1 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: L'AIR LIQUIDE, SOCIETE ANONYME POUR L'ETUDE ET L'E |
|
RAP1 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: L'AIR LIQUIDE, SOCIETE ANONYME POUR L'ETUDE ET L'E |
|
17Q | First examination report despatched |
Effective date: 20091204 |
|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE APPLICATION IS DEEMED TO BE WITHDRAWN |
|
18D | Application deemed to be withdrawn |
Effective date: 20100415 |