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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
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
An improved inverse method for multirow blades of turbomachinery
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2020, 页码: 11
作者:
Li AT
;
Zhu YL
;
Li W
;
Wang X
;
Qin W(秦伟)
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2020/06/15
Inverse design method
multirow blades
turbomachinery
load distribution
transonic compressor
Analysis and application of shroud wall optimization to an axial compressor with upstream boundary layer to improve aerodynamic performance
期刊论文
INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW, 2019, 卷号: 29, 页码: 4237-4261
作者:
Lu, Hanan
;
Li, Qiushi
;
Pan, Tianyu
;
Agarwal, Ramesh
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Aerodynamic performance
Inlet boundary layer
Shroud wall optimization
Transonic compressor rotor
Numerical Investigation on Arbitrary Polynomial Blade Model for a Transonic Axial-Flow Compressor Rotor with Multi-parameter Optimization
会议论文
Asia-Pacific International Symposium on Aerospace Technology, APISAT 2018, Chengdu, China, 2018-10-16
作者:
Zhao, Xuning
;
Zhou, Xuhui
;
Cheng, Jinxin
;
Chen, Jiang
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Non-uniform stator loss reduction design strategy in a transonic axial-flow compressor stage under inflow distortion
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2019, 卷号: 92, 页码: 347-362
作者:
Lu, Hanan
;
Yang, Zhe
;
Pan, Tianyu
;
Li, Qiushi
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Non-uniform loss reduction design
Transonic compressor stage
Stator loss
Inflow distortion
Parallel Simulation of Aerodynamic Instabilities in Transonic Axial Compressor Rotor
期刊论文
JOURNAL OF PROPULSION AND POWER, 2018, 卷号: 34, 页码: 1561-1573
作者:
Liu, A.
;
Ju, Y. P.
;
Zhang, C. H.
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  |  
浏览/下载:3/0
  |  
提交时间:2019/11/19
Three-dimensional blade shape optimization for a transonic axial flow compressor through incorporating surrogate model and sequential sampling
会议论文
作者:
Wang, Xuesong
;
Sun, Jinju
;
Song, Peng
;
He, Youwei
;
Xu, Da
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/11/19
Aero-dynamic performance
Aerodynamic parameters
Global optimal design
Kriging surrogate model
Multiple optimizations
Optimization algorithms
Overall pressure ratios
Real optimization problems
THREE-DIMENSIONAL BLADE SHAPE OPTIMIZATION FOR A TRANSONIC AXIAL FLOW COMPRESSOR THROUGH INCORPORATING SURROGATE MODEL AND SEQUENTIAL SAMPLING
会议论文
作者:
Wang, Xuesong
;
Sun, Jinju
;
Song, Peng
;
He, Youwei
;
Xu, Da
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/11/26
The impact of circumferential casing grooves on rotating instability in a transonic axial compressor
期刊论文
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2018
作者:
Ye, Shubo
;
Zhao, Qingjun
;
Zhou, Xiaoyong
;
Xi, Guang
;
Xu, Jianzhong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/11/26
Circumferential casing grooves
nonsynchronous fluctuation
Rotating instability
Shedding vortex
Speed operation
Tip clearance vortex
Transonic axial compressors
An improved model for tip clearance loss in transonic axial compressors
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2018, 卷号: 232, 页码: 295-314
作者:
Ye, Shubo
;
Zhao, Qingjun
;
Cui, Weiwei
;
Xi, Guang
;
Xu, Jianzhong
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/11/26
Air-breathing engines
compressor aerodynamics
axial flow compressors
leakage flow
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