Predictive Modeling With Multiresolution Pyramid VAE and Industrial Soft Sensor Applications.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3143613
Abstract: In industrial processes, the sampling rates of process variables are discrepant because of the nature of instruments and measuring demands, which forms the challenging issue, that is, the multirate modeling in the data-driven soft sensor… read more here.
Keywords: industrial soft; multiresolution pyramid; soft sensor; pyramid ... See more keywords
Consistent-Contrastive Network With Temporality-Awareness for Robust-to-Anomaly Industrial Soft Sensor
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3129879
Abstract: The semisupervised soft sensor has gradually become a more practical solution due to the difficulty in collecting labels for the industrial soft sensors. Currently, the commonly used manifold regularization assumes similar inputs result in similar… read more here.
Keywords: industrial soft; temporality; soft sensor; sensor ... See more keywords