A data-driven framework for error estimation and mesh-model optimization in system-level thermal-hydraulic simulation (Englisch)
- Neue Suche nach: Bao, Han
- Weitere Informationen zu Bao, Han:
-
https://orcid.org/0000-0001-9059-8824
- Neue Suche nach: Dinh, Nam T.
- Neue Suche nach: Lane, Jeffrey W.
- Neue Suche nach: Youngblood, Robert W.
- Neue Suche nach: Bao, Han
- Neue Suche nach: Dinh, Nam T.
- Neue Suche nach: Lane, Jeffrey W.
- Neue Suche nach: Youngblood, Robert W.
In:
Nuclear Engineering and Design
;
349
;
27-45
;
2019
-
ISSN:
- Aufsatz (Zeitschrift) / Elektronische Ressource
-
Titel:A data-driven framework for error estimation and mesh-model optimization in system-level thermal-hydraulic simulation
-
Beteiligte:Bao, Han ( Autor:in ) / Dinh, Nam T. ( Autor:in ) / Lane, Jeffrey W. ( Autor:in ) / Youngblood, Robert W. ( Autor:in )
-
Erschienen in:Nuclear Engineering and Design ; 349 ; 27-45
-
Verlag:
- Neue Suche nach: Elsevier B.V.
-
Erscheinungsdatum:13.04.2019
-
Format / Umfang:19 pages
-
ISSN:
-
DOI:
-
Medientyp:Aufsatz (Zeitschrift)
-
Format:Elektronische Ressource
-
Sprache:Englisch
-
Schlagwörter:Coarse mesh , Error estimation , System-level modeling and simulation , Machine learning , Physical feature , BWR , Boiling Water Reactor , CFD , Computational Fluid Dynamics , CG-CFD , Coarse Grid CFD , DNN , Deep Neural Network , DNS , Direct Numerical Simulation , EMDAP , Evaluation Model Development and Assessment Process , FDM , Finite Difference Method , FEM , Finite Element Method , FNN , Feedforward Neural Network , GELE , Global Extrapolation through Local Extrapolation , GELI , Global Extrapolation through Local Interpolation , GEP , Gene Expression Programming , GILE , Global Interpolation through Local Extrapolation , GILI , Global Interpolation through Local Interpolation , GPR , Gaussian Process Regression , HF , High-Fidelity , HL , Hidden Layer , IC/BC , Initial Condition/Boundary Condition , KDE , Kernel Density Estimation , LF , Low-Fidelity , LOCA , Loss-of Coolant Accident , ML , Machine Learning , MSE , Mean Squared Error , NN , Neural Network , NPP , Nuclear Power Plant , OMIS , Optimal Mesh/Model Information System , OOB , Out-Of-Bag , PCC , Physics Coverage Condition , PDE , Partial Differential Equation , PDF , Probability Density Function , PF , Physical Feature , PFC , Physical Feature Coverage , PIRT , Phenomena Identification and Ranking Table , PVIM , Permutation Variable Importance Measure , QoI , Quantity of Interest , RANS , Reynolds-averaged Navier–Stokes , REMDAP , Risk-informed EMDAP , RFR , Random Forest Regression , RISMC , Risk-Informed Safety Margin Characterization , t-SNE , t-Distributed Stochastic Neighbor Embedding , V&V , Verification and Validation
-
Datenquelle:
Inhaltsverzeichnis – Band 349
Zeige alle Jahrgänge und Ausgaben
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
-
The application of the DEM-based burnup construction method in the pebble burnup history analysis in HTR-10Tang, Yu-shi / Yin, Zai-zhe / Zhang, Li-guo / Guo, Qiu-ju / Cao, Jian-zhu / Tong, Jie-juan et al. | 2019
- 8
-
Experimental study on cross flow induced vibration response of four-span straight tube bundle with TSP or AVB supportsQuan, Zhengting / Zhang, Kefeng / Xiong, Zhenqin / Zu, Hongbiao / Gu, Hanyang / Xie, Yongcheng et al. | 2019
- 20
-
Dryout prediction with CFD model of annular two-phase flowLi, Haipeng / Anglart, Henryk et al. | 2019
- 27
-
A data-driven framework for error estimation and mesh-model optimization in system-level thermal-hydraulic simulationBao, Han / Dinh, Nam T. / Lane, Jeffrey W. / Youngblood, Robert W. et al. | 2019
- 46
-
Heat transfer characteristics of an ex-vessel molten core cooling system based on two-phase natural circulationSong, Kiwon / Kim, Hwan Yeol / Kim, Moo Hwan / Revankar, Shripad T. et al. | 2019
- 56
-
Demonstration of the validity of the early warning in online monitoring system for nuclear power plantsMin, Ji Ho / Kim, Dae-Woong / Park, Chi-Yong et al. | 2019
- 63
-
Numerical study of heat transfer in a distorted rod bundleChinembiri, Kenneth / He, Shuisheng / Li, Jiankang / Trinca, Cosimo et al. | 2019
- 78
-
Formation and transport of lead oxide in a non-isothermal lead-bismuth eutectic loopGladinez, Kristof / Rosseel, Kris / Lim, Jun / Marino, Alessandro / Heynderickx, Geraldine / Aerts, Alexander et al. | 2019
- 86
-
Model development for fragment-size distribution based on upper-limit log-normal distributionKim, J. / NO, H.C. et al. | 2019
- 92
-
Comprehensive review of pure vapour condensation outside of horizontal smooth tubesBonneau, Clément / Josset, Christophe / Melot, Vincent / Auvity, Bruno et al. | 2019
- 109
-
An accident scenario-based statistical test method for RPS in nuclear power plantXi, Wang / Bai, Tao / Gu, Peng-fei / Chen, Wei-hua / Zhao, Jing et al. | 2019
- 118
-
Development and application of SANPR with coupling numerical methods for analysis of effect of moving condition on natural circulation of nuclear power systemChen, Lie / Tian, Wenxi / Chen, Ronghua / Zhang, Dalin / Su, G.H. / Qiu, Suizheng / Xi, Mengmeng / Shu, Du et al. | 2019
- 136
-
Experimental study on natural convection heat transfer in a two-layer corium pool based on COPRA facilityZhou, Yukun / Zhang, Yapei / Zhang, Kui / Wu, Shihao / Yu, Zhiyu / Tian, Wenxi / Qiu, Suizheng / Su, G.H. et al. | 2019
- 144
-
Bubble growth in a boiling water-cooled packed bed reactorXu, Guangzhan / Zhang, Xiaoning / Sun, Zhongning et al. | 2019
- 150
-
A realistic approach for the assessment of the consequences of heterogeneous boron dilution events in pressurized water reactorsKliem, S. / Grahn, A. / Bilodid, Y. / Höhne, T. et al. | 2019
- 162
-
Axial force-biaxial moment-vector shear (P-M-V) interaction for steel-plate composite (SC) wall piersBhardwaj, Saahastaranshu R. / Varma, Amit H. / Wazalwar, Preshit et al. | 2019
- 174
-
An application of the transfer matrix approach for a dynamic analysis of complex spatial pipelinesBatura, Anatolii / Novikov, Andrii / Pashchenko, Andrii / Dubyk, Yaroslav et al. | 2019
- 183
-
Numerical study on the single bubble rising behaviors under rolling conditionsChen, Chong / Wang, Mingjun / Zhao, Xiaohan / Ju, Haoran / Wang, Xi / Tian, Wenxi / Qiu, Suizheng / Su, Guanghui et al. | 2019
- 193
-
Numerical prediction of flow and heat transfer in an infinite wire-wrapped fuel assemblyDovizio, Daniele / Shams, Afaque / Roelofs, Ferry et al. | 2019
- ii
-
Editorial Board| 2019