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Multi-Objective Aerodynamic Design Optimisation Method of Fuel Cell Centrifugal Impeller Using Modified NSGA-II Algorithm
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 22
作者:
Liu, Jisheng
;
Li, Wei
;
Liu, Manxian
;
He, Ketai
;
Wang, Yesong
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  |  
浏览/下载:69/0
  |  
提交时间:2021/11/03
multi-objective aerodynamic optimisation
centrifugal impeller
DNSGA
spatial density
Optimization design of centrifugal pump impeller based on multi-output Gaussian process regression
期刊论文
MODERN PHYSICS LETTERS B, 2021, 卷号: 35, 期号: 21
作者:
Zhang, Renhui
;
Gao, Liangde
;
Chen, Xuebing
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  |  
浏览/下载:14/0
  |  
提交时间:2021/10/14
Centrifugal pump
impeller design
MOGPR
multi-objective optimization
surrogate model
Unsteady flow characteristics of energy conversion in impeller of centrifugal pump as turbine
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2021, 卷号: 236, 期号: 3, 页码: 1502-1511
作者:
Miao, Senchun
;
Zhang, Hongbiao
;
Zhang, Jiawei
;
Wang, Xiaohui
;
Shi, Fengxia
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  |  
浏览/下载:15/0
  |  
提交时间:2021/10/14
Centrifugal pump as turbine
energy conversion
unsteady
dynamic and static interference
impeller
Adaptive POD surrogate model method for centrifugal pump impeller flow field reconstruction based on clustering algorithm
期刊论文
MODERN PHYSICS LETTERS B, 2021, 卷号: 35, 期号: 7
作者:
Chen, Xuebing S.
;
Zhang, Renhui
;
Jiang, Lijie
;
Yang, Weifeng
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  |  
浏览/下载:14/0
  |  
提交时间:2021/04/12
Centrifugal pump
impeller
surrogate model
proper orthogonal decomposition
adaptive
K-means clustering algorithm
A comparative study of Gaussian process regression with other three machine learning approaches in the performance prediction of centrifugal pump
期刊论文
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2021, 卷号: 236, 期号: 8, 页码: 3938-3949
作者:
Zhao, Xutao
;
Zhang, Desheng
;
Zhang, Renhui
;
Xu, Bin
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  |  
浏览/下载:12/0
  |  
提交时间:2022/03/01
Centrifugal pump
impeller parameters
performance prediction
machine learning
Gaussian process regression
An analytical method for determining the optimum number of blades of the compound impeller in a low specific speed centrifugal pump
期刊论文
Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, 2020, 卷号: 234, 期号: 6, 页码: 576-587
作者:
Zhang, Yu-Liang
;
Li, Wen-Guang
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浏览/下载:4/0
  |  
提交时间:2020/11/14
Boundary layer flow
Boundary layers
Centrifugal pumps
Efficiency
Analytical method
Best efficiency point
Compound impellers
Impeller blades
Low specific speed centrifugal pump
Performance tests
Pump efficiency
Turbulent boundary layers
Study on the influence of blade outlet cutting on hydraulic noise of centrifugal pump with low specific speed
期刊论文
ADVANCES IN MECHANICAL ENGINEERING, 2020, 卷号: 12, 期号: 9
作者:
Cheng, Xiaorui
;
Li, Tianpeng
;
Wang, Peng
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  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
Centrifugal pump
impeller outlet
V-shaped cutting
pressure pulsation
noise
frequency
Study on the influence of the specific area of balance hole on cavitation performance of high- speed centrifugal pump
期刊论文
Journal of Mechanical Science and Technology, 2020, 卷号: 34, 期号: 8, 页码: 3325-3334
作者:
Cheng, Xiaorui
;
Chang, Zhengbai
;
Jiang, Yimeng
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  |  
浏览/下载:11/0
  |  
提交时间:2020/11/14
Centrifugal pumps
Centrifugation
Impellers
Numerical methods
Vortex flow
Axial forces
Balance holes
Cavitation performance
Centrifugal impeller
Flow condition
High Speed
Shaft power
Specific areas
Numerical optimization of a centrifugal pump impeller with non- overload pump based on the power reserve coefficient
期刊论文
Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2020, 卷号: 41, 期号: 3, 页码: 340-346
作者:
Lin, Bin
;
Yang, Junhu
;
Ji, Yaya
;
Luo, Yutong
;
Li, Zhifan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/11/14
Axles
Efficiency
Impellers
Numerical models
Optimization
Speed
Centrifugal pump impellers
Coefficient values
Curved surfaces
Experimental values
Hydraulic efficiency
Impeller blades
Impeller outlet
Numerical optimizations
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
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