Chemical gas sensors: Recent developments, challenges, and the potential of machine learning—A review

U Yaqoob, MI Younis - Sensors, 2021 - mdpi.com
Nowadays, there is increasing interest in fast, accurate, and highly sensitive smart gas
sensors with excellent selectivity boosted by the high demand for environmental safety and …

Review on smart gas sensing technology

S Feng, F Farha, Q Li, Y Wan, Y Xu, T Zhang, H Ning - Sensors, 2019 - mdpi.com
With the development of the Internet-of-Things (IoT) technology, the applications of gas
sensors in the fields of smart homes, wearable devices, and smart mobile terminals have …

Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

J Fonollosa, L Fernandez, A Gutiérrez-Gálvez… - Sensors and Actuators B …, 2016 - Elsevier
Inherent variability of chemical sensors makes it necessary to calibrate chemical detection
systems individually. This shortcoming has traditionally limited usability of systems based on …

Signal and data processing for machine olfaction and chemical sensing: A review

S Marco, A Gutierrez-Galvez - IEEE Sensors Journal, 2012 - ieeexplore.ieee.org
Signal and data processing are essential elements in electronic noses as well as in most
chemical sensing instruments. The multivariate responses obtained by chemical sensor …

[HTML][HTML] Early fire detection based on gas sensor arrays: Multivariate calibration and validation

A Solórzano, J Eichmann, L Fernández, B Ziems… - Sensors and Actuators B …, 2022 - Elsevier
Smoldering fires are characterized by the production of early gas emissions that can include
high levels of CO and Volatile Organic Compounds (VOCs) due to pyrolysis or thermal …

On the calibration of sensor arrays for pattern recognition using the minimal number of experiments

I Rodriguez-Lujan, J Fonollosa, A Vergara… - Chemometrics and …, 2014 - Elsevier
We investigate optimal experiment selection to train a classifier on gas sensor arrays to get
the maximal possible performance in a limited number of experiments. In gas sensing, while …

Electronic noses and their applications for sensory and analytical measurements in the waste management plants—a review

J Jońca, M Pawnuk, A Arsen, I Sówka - Sensors, 2022 - mdpi.com
Waste management plants are one of the most important sources of odorants that may
cause odor nuisance. The monitoring of processes involved in the waste treatment and …

Review on algorithm design in electronic noses: Challenges, status, and trends

T Liu, L Guo, M Wang, C Su, D Wang, H Dong… - Intelligent …, 2023 - spj.science.org
Electronic noses, or e-noses, refer to systems powered by chemical gas sensors, signal
processing, and machine learning algorithms for realizing artificial olfaction. They play a …

On 'electronic nose'methodology

P Boeker - Sensors and Actuators B: Chemical, 2014 - Elsevier
Gas measurement systems used with a particular methodology are sometimes referred to as
“Electronic noses”. Traditionally, these systems were based on unspecific gas sensors as …

Online decorrelation of humidity and temperature in chemical sensors for continuous monitoring

R Huerta, T Mosqueiro, J Fonollosa, NF Rulkov… - Chemometrics and …, 2016 - Elsevier
A method for online decorrelation of chemical sensor signals from the effects of
environmental humidity and temperature variations is proposed. The goal is to improve the …