Effects of salinity on nitrification efficiency and bacterial community structure in a nitrifying osmotic membrane bioreactor

Effects of salinity on nitrification efficiency and bacterial community structure in a nitrifying osmotic membrane bioreactor

In this study, ν-Support Vector Machine (ν-SVM) is used to explore strategies for the data-driven CHF look-up table construction, based on sparingly distributed experimental data points. The CHF look-up table of Groeneveld et al. (2007) was used as the reference CHF data bank. In the data bank, the...

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Veröffentlicht in:Nuclear engineering and design 2018-11, Vol.338, p.189
Hauptverfasser: Jeong, Dawoon, Cho, Kyungjin, Lee, Chang-Ha, Lee, Seockheon, Bae, Hyokwan
Format: Artikel
Sprache:eng
Schlagworte:
Accuracy
Artificial intelligence
Bioreactors
Cladding
Community structure
Construction
Data banks
Data points
Fluctuations
Flux
High pressure
Inflection points
Low pressure
Methods
Nitrification
Pressure
Pressurized water reactors
Procurement
Support vector machines
Test procedures
Training
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Zusammenfassung:In this study, ν-Support Vector Machine (ν-SVM) is used to explore strategies for the data-driven CHF look-up table construction, based on sparingly distributed experimental data points. The CHF look-up table of Groeneveld et al. (2007) was used as the reference CHF data bank. In the data bank, the subcooled flow (Xe 
ISSN:0029-5493
1872-759X