Support Vector Machine Regression for Calibration Transfer between Electronic Noses Dedicated to Air Pollution Monitoring

Autor: Rachid Laref, Etienne Losson, Alexandre Sava, Maryam Siadat

Publikováno v: Sensors, Vol 18, Iss 11, p 3716 (2018)

Recently, the emergence of low-cost sensors have allowed electronic noses to be considered for densifying the actual air pollution monitoring networks in urban areas. Electronic noses are affected by changes in environmental conditions and sensor dri

Externí odkaz: https://doaj.org/article/0027f03cf6fb45e69d4b82f6adcfae50

Field Nitrogen Dioxide and Ozone Monitoring Using Electrochemical Sensors with Partial Least Squares Regression

Autor: Rachid Laref, Etienne Losson, Alexandre Sava, Maryam Siadat

Publikováno v: The 1st International Electronic Conference on Chemical Sensors and Analytical Chemistry.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::74d053e83a359aa5b3304bf88bbd19f8
https://doi.org/10.3390/csac2021-10622

Field Evaluation of Low Cost Sensors Array for Air Pollution Monitoring

Autor: Alexandre Sava, Maryam Siadat, E. Losson, Rachid Laref

Publikováno v: IDAACS
2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)
2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), LCOMS, Université de Lorraine, France; Research Institute for Intelligent Computer Systems de Termopil National Economic University, Ukraine, Sep 2019, Metz, France. ⟨10.1109/IDAACS.2019.8924320⟩

International audience; In recent years, many laboratory studies show that low cost systems based on electrochemical and metal oxide gas sensors can be a promising alternative to densify the actual air pollution monitoring networks. However, real env

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf480f8433125374bd30014d39c0980d
https://doi.org/10.1109/idaacs.2019.8924320

A comparison between SVM and PLS for E-nose based gas concentration monitoring

Autor: E. Losson, Kondo H. Adjallah, Alexandre Sava, Rachid Laref, Maryam Siadat

Publikováno v: 2018 IEEE International Conference on Industrial Technology (ICIT)
2018 IEEE International Conference on Industrial Technology (ICIT), Université de Lyon, France; Université Claude Bernard 1, France; Laboratoire AMPERE-CNRS, France; Laboratoire SATIE, France, Feb 2018, Lyon, France. ⟨10.1109/ICIT.2018.8352372⟩
ICIT

International audience; The present paper deals with gas concentration monitoring based on an electronic nose. The proposed approach investigates two regression methods for gas concentration estimation: the first is the most used in gas quantificatio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f21130980b51858ed4d5d95324c27870
https://hal.univ-lorraine.fr/hal-03018853