[HTML][HTML] Advancements in improving selectivity of metal oxide semiconductor gas sensors opening new perspectives for their application in food industry

J Wawrzyniak - Sensors, 2023 - mdpi.com
Volatile compounds not only contribute to the distinct flavors and aromas found in foods and
beverages, but can also serve as indicators for spoilage, contamination, or the presence of …

[HTML][HTML] Advanced algorithms for low dimensional metal oxides-based electronic nose application: A review

X Wang, Y Zhou, Z Zhao, X Feng, Z Wang, M Jiao - Crystals, 2023 - mdpi.com
Low-dimensional metal oxides-based electronic noses have been applied in various fields,
such as food quality, environmental assessment, coal mine risk prediction, and disease …

[HTML][HTML] A new method of mixed gas identification based on a convolutional neural network for time series classification

L Han, C Yu, K Xiao, X Zhao - Sensors, 2019 - mdpi.com
This paper proposes a new method of mixed gas identification based on a convolutional
neural network for time series classification. In view of the superiority of convolutional neural …

A fast and robust mixture gases identification and concentration detection algorithm based on attention mechanism equipped recurrent neural network with double …

X Pan, Z Zhang, H Zhang, Z Wen, W Ye, Y Yang… - Sensors and Actuators B …, 2021 - Elsevier
In the daily life, there is a tremendous need of fast monitoring of mixture gases and
corresponding concentration estimation. For example, in the petrochemical industry, toxic …

Optimization of the mixed gas detection method based on neural network algorithm

X Li, J Guo, W Xu, J Cao - ACS sensors, 2023 - ACS Publications
Real-time mixed gas detection has attracted significant interest for being a key factor for
applications of the electronic nose (E-nose). However, mixed gas detection still faces the …

[HTML][HTML] Expert hypertension detection system featuring pulse plethysmograph signals and hybrid feature selection and reduction scheme

MU Khan, S Aziz, T Akram, F Amjad, K Iqtidar, Y Nam… - Sensors, 2021 - mdpi.com
Hypertension is an antecedent to cardiac disorders. According to the World Health
Organization (WHO), the number of people affected with hypertension will reach around …

[HTML][HTML] Research on a mixed gas classification algorithm based on extreme random tree

Y Xu, X Zhao, Y Chen, Z Yang - Applied Sciences, 2019 - mdpi.com
Because of the low accuracy of the current machine olfactory algorithms in detecting two
mixed gases, this study proposes a hybrid gas detection algorithm based on an extreme …

Analyzing gas data using deep learning and 2-d gramian angular fields

M Jaleel, OF Kucukler, A Alsalemi, A Amira… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The notion of employing deep learning (DL) for gas classification has kindled a revolution
that has improved both data collection measures and classification performance. Yet, the …

[HTML][HTML] Research on a gas concentration prediction algorithm based on stacking

Y Xu, R Meng, X Zhao - Sensors, 2021 - mdpi.com
Machine learning algorithms play an important role in the detection of toxic, flammable and
explosive gases, and they are extremely important for the study of mixed gas classification …

[HTML][HTML] Selective determination of ammonia, ethanol and acetone by reduced graphene oxide based gas sensors at room temperature

R Kumar, R Ghosh - Sensing and Bio-Sensing Research, 2020 - Elsevier
This work reports a new technique for the selective determination of three organic vapors–
ammonia, ethanol and acetone by employing two resistive sensors. These two resistive …