A power-aware vision-based virtual sensor for real-time edge computing
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-024-01482-0
Abstract: Graphics processing units and tensor processing units coupled with tiny machine learning models deployed on edge devices are revolutionizing computer vision and real-time tracking systems. However, edge devices pose tight resource and power constraints. This… read more here.
Keywords: real time; time; virtual sensor; edge ... See more keywords
Virtual sensor-assisted in situ sensor calibration in operational HVAC systems
Sign Up to like & getrecommendations! Published in 2020 at "Building and Environment"
DOI: 10.1016/j.buildenv.2020.107079
Abstract: Abstract A sensing environment is important for the reliable control and performance of operational heating, ventilation, and air-conditioning systems. Virtual in situ sensor calibration (VIC) has been developed to estimate various sensor errors, especially systematic… read more here.
Keywords: situ sensor; sensor calibration; virtual sensor; virtual sensors ... See more keywords
Virtual Sensor Array Based on Butterworth-Van Dyke Equivalent Model of QCM for Selective Detection of Volatile Organic Compounds.
Sign Up to like & getrecommendations! Published in 2021 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.1c13046
Abstract: Recently virtual sensor arrays (VSAs) have been developed to improve the selectivity of volatile organic compound (VOC) sensors. However, most reported VSAs rely on detecting single property change of the sensing material after their exposure… read more here.
Keywords: detection; butterworth van; virtual sensor; qcm ... See more keywords
Virtual Sensor Array Based on Piezoelectric Cantilever Resonator for Identification of Volatile Organic Compounds.
Sign Up to like & getrecommendations! Published in 2022 at "ACS sensors"
DOI: 10.1021/acssensors.2c00442
Abstract: Piezoelectric cantilever resonator is one of the most promising platforms for real-time sensing of volatile organic compounds (VOCs). However, it has been a great challenge to eliminate the cross-sensitivity of various VOCs for these cantilever-based… read more here.
Keywords: virtual sensor; organic compounds; cantilever; volatile organic ... See more keywords
The odour assessment of thyme essential oils in electrospun fibre mat with a virtual sensor array data and its relation to antibacterial activity
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Microencapsulation"
DOI: 10.1080/02652048.2020.1713241
Abstract: Abstract Aims: The ability of a single-sensor gas diagnosis device (SSGDD) as a virtual sensor array data to appraise thyme essential oils (TEO) based on its quantitatively release rate from nanofibres was aimed. Methods: To… read more here.
Keywords: array data; virtual sensor; sensor array; thyme essential ... See more keywords
Deep Learning Based Image Enhancement for Automotive Radar Trained With an Advanced Virtual Sensor
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3166227
Abstract: This paper introduces a novel deep learning based concept for image enhancement and distortion suppression in automotive radar signal processing. The deep neural network (DNN) is trained solely on virtual data that is generated by… read more here.
Keywords: radar signal; automotive radar; advanced virtual; virtual sensor ... See more keywords
Development of Virtual Sensor Based on LSTM-Autoencoder to Detect Faults in Supply Chilled Water Temperature Sensor
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14031113
Abstract: Supply chilled water temperature (SCWT) is an important variable for the efficient and stable operation of heating, ventilation, and air conditioning (HVAC) systems. A precisely measured value ensured by the continuous reliability of the temperature… read more here.
Keywords: temperature; virtual sensor; supply chilled; sensor ... See more keywords
Virtual Sensor for Estimating the Strain-Hardening Rate of Austenitic Stainless Steels Using a Machine Learning Approach
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14135508
Abstract: This study introduces a Multiple Linear Regression (MLR) model that functions as a virtual sensor for estimating the strain-hardening rate of austenitic stainless steels, represented by the Hardening Rate of Hot rolled and annealed Stainless… read more here.
Keywords: hardening rate; stainless; strain hardening; virtual sensor ... See more keywords