FR3128276B1 - Mesures de polluant augmentées par réseau de neurones - Google Patents
Mesures de polluant augmentées par réseau de neurones Download PDFInfo
- Publication number
- FR3128276B1 FR3128276B1 FR2110983A FR2110983A FR3128276B1 FR 3128276 B1 FR3128276 B1 FR 3128276B1 FR 2110983 A FR2110983 A FR 2110983A FR 2110983 A FR2110983 A FR 2110983A FR 3128276 B1 FR3128276 B1 FR 3128276B1
- Authority
- FR
- France
- Prior art keywords
- neural network
- measurement
- pollutant
- measurement sensor
- raw data
- 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.)
- Active
Links
- 238000005259 measurement Methods 0.000 title abstract 9
- 238000013528 artificial neural network Methods 0.000 title abstract 3
- 239000003344 environmental pollutant Substances 0.000 title abstract 3
- 231100000719 pollutant Toxicity 0.000 title abstract 3
- 230000003190 augmentative effect Effects 0.000 title 1
- 238000000034 method Methods 0.000 abstract 2
- 230000001537 neural effect Effects 0.000 abstract 2
Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
- F24F11/48—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring prior to normal operation, e.g. pre-heating or pre-cooling
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
-
- 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
- G01N33/0006—Calibrating gas analysers
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- 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
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
- G01N2015/0042—Investigating dispersion of solids
- G01N2015/0046—Investigating dispersion of solids in gas, e.g. smoke
Landscapes
- Chemical & Material Sciences (AREA)
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Analytical Chemistry (AREA)
- Pathology (AREA)
- Immunology (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Combustion & Propulsion (AREA)
- Biochemistry (AREA)
- Medicinal Chemistry (AREA)
- Food Science & Technology (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Dispersion Chemistry (AREA)
- Investigating Or Analyzing Materials By The Use Of Electric Means (AREA)
Abstract
Procédé d’augmentation de mesures d’un capteur de mesure (1) de polluant, le capteur de mesure (1) étant connecté à un serveur distant spécialisé (3) comprenant un réseau de neurones, le procédé comprenant les étapes suivantes : - création d’un modèle neuronal entrainé à partir du réseau de neurones, et - pour chaque mesure réalisée par le capteur de mesure (1) : - mesure d’au moins une donnée brute par le capteur de mesure (1), - envoi de l’au moins une donnée brute vers le serveur distant spécialisé (3), - augmentation de l’au moins une donnée brute par le modèle neuronal entrainé permettant d’obtenir la mesure de la concentration du polluant. Figure pour l’abrégé : Fig. 2
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR2110983A FR3128276B1 (fr) | 2021-10-15 | 2021-10-15 | Mesures de polluant augmentées par réseau de neurones |
PCT/EP2022/078306 WO2023062036A1 (fr) | 2021-10-15 | 2022-10-11 | Mesures de polluant augmentées par réseau de neurones |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FR2110983 | 2021-10-15 | ||
FR2110983A FR3128276B1 (fr) | 2021-10-15 | 2021-10-15 | Mesures de polluant augmentées par réseau de neurones |
Publications (2)
Publication Number | Publication Date |
---|---|
FR3128276A1 FR3128276A1 (fr) | 2023-04-21 |
FR3128276B1 true FR3128276B1 (fr) | 2024-01-12 |
Family
ID=80446277
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
FR2110983A Active FR3128276B1 (fr) | 2021-10-15 | 2021-10-15 | Mesures de polluant augmentées par réseau de neurones |
Country Status (2)
Country | Link |
---|---|
FR (1) | FR3128276B1 (fr) |
WO (1) | WO2023062036A1 (fr) |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10393714B2 (en) * | 2016-11-28 | 2019-08-27 | International Business Machines Corporation | Particulate matter monitoring |
CN114008436A (zh) * | 2019-03-25 | 2022-02-01 | Wlab公司 | 追踪气载颗粒物的系统和方法 |
US20210190749A1 (en) * | 2019-12-19 | 2021-06-24 | X Development Llc | Machine olfaction system and method |
-
2021
- 2021-10-15 FR FR2110983A patent/FR3128276B1/fr active Active
-
2022
- 2022-10-11 WO PCT/EP2022/078306 patent/WO2023062036A1/fr active Application Filing
Also Published As
Publication number | Publication date |
---|---|
FR3128276A1 (fr) | 2023-04-21 |
WO2023062036A1 (fr) | 2023-04-20 |
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Legal Events
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PLFP | Fee payment |
Year of fee payment: 2 |
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PLSC | Publication of the preliminary search report |
Effective date: 20230421 |
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PLFP | Fee payment |
Year of fee payment: 3 |