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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:18/0
  |  
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)
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  |  
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
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
Impact of Defective Blades on Aerodynamic Performance of Transonic Compressor Rotor
期刊论文
Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics, 2017, 卷号: 38, 页码: 2357-2362
作者:
Jiang, Wei
;
Ju, Ya-Ping
;
Zhang, Chu-Hua
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  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
Aero-dynamic performance
Defective blade
Geometry parameterization
Performance degradation
Performance variations
Polytropic efficiency
Theoretical values
Transonic compressor rotor
ADJOINT AERODYNAMIC OPTIMIZATION OF A TRANSONIC FAN ROTOR BLADE WITH A LOCALIZED TWO-LEVEL MESH DEFORMATION METHOD
会议论文
Tang, Xiao
;
Luo, Jiaqi
;
Liu, Feng
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  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
AXIAL COMPRESSOR ROTOR
FLOW
Aerodynamic shape optimization of a transonic fan by an adjoint-response surface method
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2017
Tang, Xiao
;
Luo, Jiaqi
;
Liu, Feng
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  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
Aerodynamic design optimization
Adjoint method
Response surface
Compressor rotor
Transonic
AXIAL COMPRESSOR ROTOR
FLOW
PERFORMANCE
DESIGN
BLADE
SWEEP
Optimization Of Rotor Blade In Stage Circumstance For Transonic Axial Flow Compressor
会议论文
PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2017-01-01
作者:
Cheng, Jinxin
;
Chen, Jiang
;
Xiang, Hang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
transonic
axial flow compressor
stage circumstance
rotor
optimization
Investigation of groove casing treatment in a transonic compressor at different speeds with control volume method
期刊论文
Proceedings of the institution of mechanical engineers part g-journal of aerospace engineering, 2016, 卷号: 230, 期号: 13, 页码: 2392-2408
作者:
Zhou, Xiaoyong
;
Zhao, Qingjun
;
Xiang, Xiaorong
;
Cui, Weiwei
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  |  
浏览/下载:36/0
  |  
提交时间:2019/05/09
Transonic compressor
Casing treatment
Control volume method
Tip leakage vortex
Stall
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