Chemical selection for the calibration of general-purpose electronic noses based on Silhouette coefficients

Z Wu, F Tian, JA Covington, H Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sensor drift is often application-dependent and results in a reduction in the overall long-term
performance of electronic noses. Even with drift compensation it is remains challenging to …

One-Class Drift Compensation for an Electronic Nose

X Zhu, T Liu, J Chen, J Cao, H Wang - Chemosensors, 2021 - mdpi.com
Drift compensation is an important issue in an electronic nose (E-nose) that hinders the
development of E-nose's model robustness and recognition stability. The model-based drift …

Physical confounding factors affecting gas sensors response: a review on effects and compensation strategies for electronic nose applications

S Robbiani, BJ Lotesoriere, RL Dellacà, L Capelli - Chemosensors, 2023 - mdpi.com
Electronic noses (e-noses) are devices based on combining different gas sensors'
responses to a given sample for identifying specific odor fingerprints. In recent years, this …

Calibration update and drift correction for electronic noses and tongues

A Rudnitskaya - Frontiers in chemistry, 2018 - frontiersin.org
One of the obstacles to the wider practical use of the multisensor systems for gas and liquid
analysis—electronic noses and tongues, is the limited temporal validity of the multivariate …

A calibrant-free drift compensation method for gas sensor arrays

P Maho, C Herrier, T Livache, P Comon… - … and Intelligent Laboratory …, 2022 - Elsevier
Gas sensors lack repeatability over time. They are affected by drift, the result of changes at
the sensor level and in the environment. A solution is to design software methods that …

On-line sensor calibration transfer among electronic nose instruments for monitoring volatile organic chemicals in indoor air quality

L Zhang, F Tian, C Kadri, B Xiao, H Li, L Pan… - Sensors and Actuators B …, 2011 - Elsevier
Since the homogeneous linearity between multi-sensors systems which are called electronic
noses (E-noses) designed using commercially available heated tin oxide sensors, a high …

An Aging Drift Calibration and Device-Generality Network With Realistic Transfer Samples for Electronic Nose

TI Chou, CF Hsueh, KH Yang, SW Chiu… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The electronic nose (Enose) system can be applied to many applications. Nevertheless, the
gas sensor array used in the Enose system can vary from one device to another …

Enabling a transferable calibration model for metal-oxide type electronic noses

M Bruins, JW Gerritsen, WWJ Van De Sande… - Sensors and Actuators B …, 2013 - Elsevier
While electronic noses have been around for over 30 years, little effort has been devoted to
the development of transferable calibration models, which are models that can be applied to …

Evaluation of calibration transfer strategies between Metal Oxide gas sensor arrays

J Fonollosa, E Neftci, R Huerta, S Marco - Procedia engineering, 2015 - Elsevier
Inherent variability of chemical sensors makes necessary individual calibration of chemical
detection systems. This shortcoming has traditionally limited usability of systems based on …

Electronic noses for environmental monitoring applications

L Capelli, S Sironi, RD Rosso - Sensors, 2014 - mdpi.com
Electronic nose applications in environmental monitoring are nowadays of great interest,
because of the instruments' proven capability of recognizing and discriminating between a …