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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:15/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
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
Comparison of DDES and URANS for Unsteady Tip Leakage Flow in an Axial Compressor Rotor
期刊论文
Journal of Fluids Engineering, Transactions of the ASME, 2019, 卷号: 141
作者:
Liu, Yangwei
;
Zhong, Luyang
;
Lu, Lipeng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
Anisotropy
Axial flow turbomachinery
Computational fluid dynamics
Large eddy simulation
Navier Stokes equations
Numerical methods
Reynolds number
Turbulent flow
Vortex flow
Compressor performance
Computational fluid dynamics methods
Computational resources
Delayed detached eddy simulation (DDES)
Different time steps
Fluctuation velocities
Tip leakage vortex
Unsteady reynolds-averaged navier-stokes
Axial-flow compressors
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
High blade lift generation through short rotor-stator axial spacing in a tiny pump
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2018, 卷号: 79, 页码: 328-335
作者:
Xu, Han
;
Jin, Donghai
;
Wang, Mengyu
;
Du, Lin
;
Sun, Dakun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Turbomachine blades
Aero-dynamic performance
Axial spacing
Design process
Downstream stators
PIV measurements
Potential field
Subsonic compressor
Two Dimensional (2 D)
Stators
COMPARISON OF DDES AND URANS FOR UNSTEADY TIP LEAKAGE FLOW IN AN AXIAL COMPRESSOR ROTOR
会议论文
PROCEEDINGS OF THE ASME TURBO EXPO: TURBOMACHINERY TECHNICAL CONFERENCE AND EXPOSITION, 2018, VOL 2A, 2018-01-01
作者:
Liu, Yangwei
;
Zhong, Luyang
;
Lu, Lipeng
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
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
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
AXIAL COMPRESSOR ROTOR
FLOW
Investigation on stall inception of axial compressor under inlet rotating distortion
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2017
Zhang, Mingming
;
Hou, Anping
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/12/03
Compressor
rotating inflow distortion
rotating stall
numerical simulation
CIRCUMFERENTIAL FLOW DISTORTION
PRESSURE COMPRESSOR
SIMULATION
STABILITY
SPIKE
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
收藏
  |  
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
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