BR112022013081A2 - BURNER CONTROL - Google Patents
BURNER CONTROLInfo
- Publication number
- BR112022013081A2 BR112022013081A2 BR112022013081A BR112022013081A BR112022013081A2 BR 112022013081 A2 BR112022013081 A2 BR 112022013081A2 BR 112022013081 A BR112022013081 A BR 112022013081A BR 112022013081 A BR112022013081 A BR 112022013081A BR 112022013081 A2 BR112022013081 A2 BR 112022013081A2
- Authority
- BR
- Brazil
- Prior art keywords
- image data
- mask
- flame
- smoke
- burner
- Prior art date
Links
- 239000000779 smoke Substances 0.000 abstract 3
- 238000002485 combustion reaction Methods 0.000 abstract 2
- 229930195733 hydrocarbon Natural products 0.000 abstract 2
- 150000002430 hydrocarbons Chemical class 0.000 abstract 2
- 238000000034 method Methods 0.000 abstract 2
- 239000004215 Carbon black (E152) Substances 0.000 abstract 1
- 238000012512 characterization method Methods 0.000 abstract 1
- 238000010801 machine learning Methods 0.000 abstract 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23G—CREMATION FURNACES; CONSUMING WASTE PRODUCTS BY COMBUSTION
- F23G5/00—Incineration of waste; Incinerator constructions; Details, accessories or control therefor
- F23G5/08—Incineration of waste; Incinerator constructions; Details, accessories or control therefor having supplementary heating
- F23G5/12—Incineration of waste; Incinerator constructions; Details, accessories or control therefor having supplementary heating using gaseous or liquid fuel
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N5/00—Systems for controlling combustion
- F23N5/02—Systems for controlling combustion using devices responsive to thermal changes or to thermal expansion of a medium
- F23N5/08—Systems for controlling combustion using devices responsive to thermal changes or to thermal expansion of a medium using light-sensitive elements
- F23N5/082—Systems for controlling combustion using devices responsive to thermal changes or to thermal expansion of a medium using light-sensitive elements using electronic means
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23G—CREMATION FURNACES; CONSUMING WASTE PRODUCTS BY COMBUSTION
- F23G7/00—Incinerators or other apparatus for consuming industrial waste, e.g. chemicals
- F23G7/06—Incinerators or other apparatus for consuming industrial waste, e.g. chemicals of waste gases or noxious gases, e.g. exhaust gases
- F23G7/08—Incinerators or other apparatus for consuming industrial waste, e.g. chemicals of waste gases or noxious gases, e.g. exhaust gases using flares, e.g. in stacks
- F23G7/085—Incinerators or other apparatus for consuming industrial waste, e.g. chemicals of waste gases or noxious gases, e.g. exhaust gases using flares, e.g. in stacks in stacks
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N1/00—Regulating fuel supply
- F23N1/02—Regulating fuel supply conjointly with air supply
- F23N1/022—Regulating fuel supply conjointly with air supply using electronic means
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23J—REMOVAL OR TREATMENT OF COMBUSTION PRODUCTS OR COMBUSTION RESIDUES; FLUES
- F23J2900/00—Special arrangements for conducting or purifying combustion fumes; Treatment of fumes or ashes
- F23J2900/15004—Preventing plume emission at chimney outlet
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N5/00—Systems for controlling combustion
- F23N5/18—Systems for controlling combustion using detectors sensitive to rate of flow of air or fuel
- F23N2005/181—Systems for controlling combustion using detectors sensitive to rate of flow of air or fuel using detectors sensitive to rate of flow of air
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N5/00—Systems for controlling combustion
- F23N5/18—Systems for controlling combustion using detectors sensitive to rate of flow of air or fuel
- F23N2005/185—Systems for controlling combustion using detectors sensitive to rate of flow of air or fuel using detectors sensitive to rate of flow of fuel
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2229/00—Flame sensors
- F23N2229/20—Camera viewing
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F23—COMBUSTION APPARATUS; COMBUSTION PROCESSES
- F23N—REGULATING OR CONTROLLING COMBUSTION
- F23N2900/00—Special features of, or arrangements for controlling combustion
- F23N2900/05006—Controlling systems using neuronal networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/56—Extraction of image or video features relating to colour
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Theoretical Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Environmental & Geological Engineering (AREA)
- Databases & Information Systems (AREA)
- Computing Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- Regulation And Control Of Combustion (AREA)
Abstract
CONTROLE DE QUEIMADOR. Os métodos de controle de sistemas de queimador de hidrocarboneto descritos no presente documento incluem adquirir dados de imagem durante a operação de um sistema de queimador que, via combustão de hidrocarbonetos, gera uma chama e fumaça; processar os dados de imagem usando pelo menos um modelo de aprendizado de máquina treinado para gerar uma máscara de chama e uma máscara de fumaça; caracterizar a combustão aplicando-se a máscara de chama aos dados de imagem e aplicando-se a máscara de fumaça aos dados de imagem; e, com base na caracterização, controlar a operação do sistema de queimador.BURNER CONTROL. Methods of controlling hydrocarbon burner systems described herein include acquiring image data during the operation of a burner system which, via combustion of hydrocarbons, generates a flame and smoke; process the image data using at least one machine learning model trained to generate a flame mask and a smoke mask; characterizing combustion by applying the flame mask to the image data and applying the smoke mask to the image data; and, based on the characterization, control the operation of the flare system.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US202062957648P | 2020-01-06 | 2020-01-06 | |
PCT/US2020/065656 WO2021141749A1 (en) | 2020-01-06 | 2020-12-17 | Burner control |
Publications (1)
Publication Number | Publication Date |
---|---|
BR112022013081A2 true BR112022013081A2 (en) | 2022-09-06 |
Family
ID=76788709
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
BR112022013081A BR112022013081A2 (en) | 2020-01-06 | 2020-12-17 | BURNER CONTROL |
Country Status (4)
Country | Link |
---|---|
BR (1) | BR112022013081A2 (en) |
GB (1) | GB2605904B (en) |
NO (1) | NO20220761A1 (en) |
WO (1) | WO2021141749A1 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2024168206A1 (en) * | 2023-02-10 | 2024-08-15 | Schlumberger Technology Corporation | Flare stream classification with semantic segmentation and generative adversarial networks in normal and low-light conditions |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6468069B2 (en) * | 1999-10-25 | 2002-10-22 | Jerome H. Lemelson | Automatically optimized combustion control |
US8138927B2 (en) * | 2007-03-22 | 2012-03-20 | Honeywell International Inc. | Flare characterization and control system |
AU2010226995A1 (en) * | 2009-10-07 | 2011-04-21 | John Zink Company, Llc | Image Sensing System, Software, Apparatus and Method For Controlling Combustion Equipment |
US10920982B2 (en) * | 2015-09-28 | 2021-02-16 | Schlumberger Technology Corporation | Burner monitoring and control systems |
-
2020
- 2020-12-17 GB GB2209144.1A patent/GB2605904B/en active Active
- 2020-12-17 BR BR112022013081A patent/BR112022013081A2/en unknown
- 2020-12-17 WO PCT/US2020/065656 patent/WO2021141749A1/en active Application Filing
- 2020-12-17 NO NO20220761A patent/NO20220761A1/en unknown
Also Published As
Publication number | Publication date |
---|---|
NO20220761A1 (en) | 2022-07-01 |
GB202209144D0 (en) | 2022-08-10 |
GB2605904A (en) | 2022-10-19 |
GB2605904B (en) | 2024-08-28 |
WO2021141749A1 (en) | 2021-07-15 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
B06W | Patent application suspended after preliminary examination (for patents with searches from other patent authorities) chapter 6.23 patent gazette] |