Chemical gas sensors: Recent developments, challenges, and the potential of machine learning—A review
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 …
sensors with excellent selectivity boosted by the high demand for environmental safety and …
Review on smart gas sensing technology
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 …
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
Inherent variability of chemical sensors makes it necessary to calibrate chemical detection
systems individually. This shortcoming has traditionally limited usability of systems based on …
systems individually. This shortcoming has traditionally limited usability of systems based on …
Signal and data processing for machine olfaction and chemical sensing: A review
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 …
chemical sensing instruments. The multivariate responses obtained by chemical sensor …
[HTML][HTML] Early fire detection based on gas sensor arrays: Multivariate calibration and validation
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 …
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 …
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 …
cause odor nuisance. The monitoring of processes involved in the waste treatment and …
Review on algorithm design in electronic noses: Challenges, status, and trends
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 …
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 …
“Electronic noses”. Traditionally, these systems were based on unspecific gas sensors as …
Online decorrelation of humidity and temperature in chemical sensors for continuous monitoring
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 …
environmental humidity and temperature variations is proposed. The goal is to improve the …