Visualization analysis for fault diagnosis in chemical processes using recurrent neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Journal of The Taiwan Institute of Chemical Engineers"
DOI: 10.1016/j.jtice.2020.06.016
Abstract: Abstract The mechanism of classification of the RNNs was revealed in this study. The benchmark of the Tennessee Eastman process was used to demonstrate the performance of the RNN-based fault diagnosis model. This study investigated… read more here.
Keywords: fault; neural networks; fault diagnosis; chemical processes ... See more keywords
Designing accurate emulators for scientific processes using calibration-driven deep models
Sign Up to like & getrecommendations! Published in 2020 at "Nature Communications"
DOI: 10.1038/s41467-020-19448-8
Abstract: Predictive models that accurately emulate complex scientific processes can achieve speed-ups over numerical simulators or experiments and at the same time provide surrogates for improving the subsequent analysis. Consequently, there is a recent surge in… read more here.
Keywords: accurate emulators; emulators scientific; scientific processes; calibration ... See more keywords
Visualization of drug delivery processes using AIEgens
Sign Up to like & getrecommendations! Published in 2017 at "Chemical Science"
DOI: 10.1039/c6sc05421h
Abstract: We summarize the recent development of AIEgen based theranostic DDSs for the visualization of drug delivery processes. read more here.
Keywords: visualization drug; drug delivery; processes using; delivery processes ... See more keywords
Estimation of metal state in molten production processes using electromagnetic tomography with fast integrated processing
Sign Up to like & getrecommendations! Published in 2022 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ac62aa
Abstract: This paper presents imaging of copper slag solidification processes using electromagnetic tomography (EMT). It describes key components of the measurement system including a sensor that can operate in the harsh temperature environments. An integrated process… read more here.
Keywords: using electromagnetic; tomography; electromagnetic tomography; processes using ... See more keywords
Reduction of Odors from Composting Processes Using the Ecological Method
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ecological Engineering"
DOI: 10.12911/22998993/135871
Abstract: The complete elimination of odorants from the gases released into the atmosphere is a practically impossible task. This is mainly due to the fact that they are released not only during the technological process itself,… read more here.
Keywords: ecological method; reduction odors; composting processes; using ecological ... See more keywords