[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 …
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 …
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 …
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 …
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 …
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 …
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
Hypertension is an antecedent to cardiac disorders. According to the World Health
Organization (WHO), the number of people affected with hypertension will reach around …
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 …
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 …
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 …
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
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 …
ammonia, ethanol and acetone by employing two resistive sensors. These two resistive …