FR3128276B1 - Mesures de polluant augmentées par réseau de neurones - Google Patents

Mesures de polluant augmentées par réseau de neurones Download PDF

Info

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
Application number
FR2110983A
Other languages
English (en)
Other versions
FR3128276A1 (fr
Inventor
Damien Pelletier
Fabio Furlan
Thomas Broussard
Aymane Souani
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ECOMESURE
Original Assignee
ECOMESURE
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by ECOMESURE filed Critical ECOMESURE
Priority to FR2110983A priority Critical patent/FR3128276B1/fr
Priority to EP22801767.9A priority patent/EP4416498A1/fr
Priority to PCT/EP2022/078306 priority patent/WO2023062036A1/fr
Publication of FR3128276A1 publication Critical patent/FR3128276A1/fr
Application granted granted Critical
Publication of FR3128276B1 publication Critical patent/FR3128276B1/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • 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
    • 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)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Biochemistry (AREA)
  • Pathology (AREA)
  • General Physics & Mathematics (AREA)
  • Combustion & Propulsion (AREA)
  • General Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Dispersion Chemistry (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (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
FR2110983A 2021-10-15 2021-10-15 Mesures de polluant augmentées par réseau de neurones Active FR3128276B1 (fr)

Priority Applications (3)

Application Number Priority Date Filing Date Title
FR2110983A FR3128276B1 (fr) 2021-10-15 2021-10-15 Mesures de polluant augmentées par réseau de neurones
EP22801767.9A EP4416498A1 (fr) 2021-10-15 2022-10-11 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
FR2110983A FR3128276B1 (fr) 2021-10-15 2021-10-15 Mesures de polluant augmentées par réseau de neurones
FR2110983 2021-10-15

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 (3)

Country Link
EP (1) EP4416498A1 (fr)
FR (1) FR3128276B1 (fr)
WO (1) WO2023062036A1 (fr)

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10393714B2 (en) * 2016-11-28 2019-08-27 International Business Machines Corporation Particulate matter monitoring
EP3948209B1 (fr) * 2019-03-25 2024-08-07 Wlab Ltd Système de suivi de particules en suspension dans l'air
US20210190749A1 (en) * 2019-12-19 2021-06-24 X Development Llc Machine olfaction system and method

Also Published As

Publication number Publication date
EP4416498A1 (fr) 2024-08-21
WO2023062036A1 (fr) 2023-04-20
FR3128276A1 (fr) 2023-04-21

Similar Documents

Publication Publication Date Title
CN105300923B (zh) 一种近红外光谱分析仪在线应用时无测点温度补偿模型修正方法
CN101341393B (zh) 用于测量正在移动的玻璃基板的厚度的在线厚度规及其方法
JP5519688B2 (ja) 膜厚測定装置および膜厚測定方法
NO20053157L (no) Interferometrisk fremgangsmate og anordning for a male fysiske parameter.
CN204649163U (zh) 检验装置和装备有检验装置的生产设备
CN206772843U (zh) 结合ccd线扫描相机与深度学习的缺陷分类检测系统
CN106500899A (zh) 一种套管动态张力检测装置及方法
CN101815950B (zh) 测量移动纸幅速度的装置和方法
FR3128276B1 (fr) Mesures de polluant augmentées par réseau de neurones
FR3083322B1 (fr) Systeme et procede de localisation de defaut sur un reseau electrique poliphase utilisant l'evolution de tension directe et inverse
FR3095508B1 (fr) Procede et installation de controle dimensionnel en ligne d’objets manufactures
US20100199475A1 (en) System and method for utilizing a linear sensor
CN101858855A (zh) 利用近似式的吸光度计算方法
JP2007163340A (ja) 板長さ測定装置及び板長さ測定方法
CN108168446B (zh) 基于红外反射法的金属薄板印涂湿膜厚度在线检测方法
CN109297595B (zh) 一种光学相干层析相位解卷绕的方法及装置
CN105466885B (zh) 基于无测点温度补偿机制的近红外在线测量方法
CN103267826A (zh) 一种在线检测明胶浓度的软测量方法
CN112730299A (zh) 一种基于井下红外光谱的气油比测量方法及装置
CN105180821A (zh) 在线测量复合管中纤维缠绕节距的系统及方法
FR3112610B1 (fr) Procédé de caractérisation de fuite
CN108387585A (zh) 一种频率自动调节式印刷画面频闪检测装置及检测方法
Malviya et al. Visual and statistical methods to calculate interrater reliability for time-resolved qualitative data: Examples from a screen capture study of engineering writing patterns
CN106990090A (zh) 用于动态表面增强拉曼光谱检测的装置及方法
DE102020124368A1 (de) Analysevorrichtung, analyseverfahren, interferenzmesssystem und speichermedium

Legal Events

Date Code Title Description
PLFP Fee payment

Year of fee payment: 2

PLSC Publication of the preliminary search report

Effective date: 20230421

PLFP Fee payment

Year of fee payment: 3