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Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
收藏
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浏览/下载:18/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
基于BP神经网络与NSGA-Ⅱ算法的低比转速离心泵优化
期刊论文
中国农村水利水电, 2022, 页码: 1-15
作者:
马文生
;
周清松
;
李方忠
;
王天周
;
杨勇
收藏
  |  
浏览/下载:218/0
  |  
提交时间:2022/09/22
BP神经网络
NSGA-Ⅱ算法
离心泵
Influence of Geometric Parameters of Tiny Blades on the Shroud of a Centrifugal Pump on the Cavitation Suppression Effect
期刊论文
Frontiers in Energy Research, 2022, 卷号: 10
作者:
Zhao, Weiguo
;
Zhou, Zhongliang
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  |  
浏览/下载:21/0
  |  
提交时间:2022/06/20
Cavitation
Centrifugal pumps
Kinetic energy
Kinetics
Numerical models
Turbulence models
Cavitation performance
Cavitation suppression
Geometric parameter
Low specific-speed
Numerical simulation
Radial position
Suppression effects
The shroud of the impell
Tiny blade
Turbulent kinetic energy
Studying on the influence of the annular groove position on the cavitation performance of high-speed inducer
期刊论文
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2021, 卷号: 43, 期号: 7
作者:
Cheng, Xiaorui
;
Yang, Dengfeng
;
Lu, Xinggang
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  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
High-speed inducer
Annular groove
Axial position
Cavitation performance
Effect of meridian plane dip angle of the variable pitch inducer blade on cavitation performance of high-speed centrifugal pump
期刊论文
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2020, 卷号: 42, 期号: 5
作者:
Cheng, Xiaorui
;
Jia, Ningning
;
Lv, Boru
;
Chen, Hongxing
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/06/02
High-speed centrifugal pump
Inducer
Dip angle
Cavitation
Numerical calculation
Effect of tip clearance on performance of contra-rotating axial flow water-jet propulsion pump
期刊论文
MODERN PHYSICS LETTERS B, 2020, 卷号: 34, 期号: 10
作者:
Han, Wei
;
Liu, Yao
;
Gong, Chengyong
;
Su, Youliang
;
Guo, Pengyi
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  |  
浏览/下载:6/0
  |  
提交时间:2022/03/01
Contra-rotating axial-flow water-jet propulsion pump
tip clearance
scraping rate
external characteristics
thrust performance
Influence of Circumferential Placement Position of Guide Vanes on Performance and Dynamic Characteristics of Nuclear Reactor Coolant Pump
期刊论文
Mathematical Problems in Engineering, 2020, 卷号: 2020
作者:
Cheng, Xiaorui
;
Lv, Boru
;
Ji, Chenying
;
Jia, Ningning
;
Dorah, N.
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  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Absorption refrigeration
Channel flow
Coolants
Nuclear reactors
Numerical methods
Structural optimization
Dynamic characteristics
Equivalent stress
Fluid-solid coupling
High stress concentration
Nuclear reactor coolant pumps
Numerical calculation
Placement position
Shock absorption
Effect of Thickness Ratio Coefficient on the Mixture Transportation Characteristics of Helical-Axial Multiphase Pumps
期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 1
作者:
Han, Wei
;
Li, Xing
;
Su, Youliang
;
Su, Min
;
Li, Rennian
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  |  
浏览/下载:11/0
  |  
提交时间:2020/06/02
helical-axial multiphase pump
mixture transportation characteristics
thickness ratio coefficient
aggregation degree
super-separated airfoil
The effect of impeller slot jet on centrifugal pump performance
期刊论文
JOURNAL OF HYDRODYNAMICS, 2019, 卷号: 31, 期号: 4, 页码: 733-739
作者:
Zhang, Ren-hui
;
Yun, Li-chen
;
Li, Jing
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  |  
浏览/下载:0/0
  |  
提交时间:2019/11/15
Centrifugal pump
slot impeller
slot jet
cavitation performance
circulation flow
The effect of wet compression on a centrifugal compressor for a compressed air energy storage system
期刊论文
Energies, 2019, 卷号: 12, 期号: 5, 页码: 24
作者:
Sun, Jianting
;
Zhou, Xin
;
Liang, Qi
;
Zuo, Zhitao
;
Chen, Haisheng
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  |  
浏览/下载:515/0
  |  
提交时间:2019/05/08
Compressed air energy storage
Centrifugal compressor
Wet compression
Numerical simulation
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