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A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system
期刊论文
ACTA MECHANICA SINICA, 2024, 卷号: 40, 期号: 1, 页码: 12
作者:
Zhang MH(张莫晗)
;
Yin B(银波)
;
Sun ZX(孙振旭)
;
Bai, Ye
;
Yang GW(杨国伟)
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/26
Pantograph-catenary system
Gaussian process regression
Surrogate model
Physical-based model
Contact Force Surrogate Model and Its Application in Pantograph-Catenary Parameter Optimization
期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 1, 页码: 13
作者:
Zhou R(周睿)
;
Xu XH(许向红)
;
Rahnejat, Homer
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/19
current collection quality
pantograph-catenary parameters optimization
surrogate model
sensitivity analysis
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning
期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 页码: 19
作者:
Zhou R(周睿)
;
Xu XH(许向红)
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/10/23
Contact force of pantograph-catenary system
selective crow search algorithm
surrogate model
multi-parameter optimization
Multi-objective optimization of semi-submersible platforms based on a support vector machine with grid search optimized mixed kernels surrogate model
期刊论文
OCEAN ENGINEERING, 2022, 卷号: 260, 页码: 20
作者:
Mao, Yixuan
;
Wang, Tianqi
;
Duan, Menglan
;
Men HY(门弘远)
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  |  
浏览/下载:162/0
  |  
提交时间:2022/08/28
Multi-objective optimization
SEMI
Surrogate model
SVM
Hydrodynamic response
Surrogate space based dimension reduction for nonignorable nonresponse
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
作者:
Deng, Jianqiu
;
Yang, Xiaojie
;
Wang, Qihua
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  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Sufficient dimension reduction
Nonignorable nonresponse
Cumulative mean estimation
Exponential tilting model
Regression calibration
Surrogate subspace
Inverse Design and Optimization of Low Specific Speed Centrifugal Pump Blade Based on Adaptive POD Hybrid Model
期刊论文
JOURNAL OF APPLIED FLUID MECHANICS, 2022, 卷号: 15, 期号: 2, 页码: 453-464
作者:
Chen, X. B.
;
Zhang, R. H.
;
Yang, W. F.
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  |  
浏览/下载:25/0
  |  
提交时间:2022/07/19
Proper orthogonal decomposition
Adaptive surrogate model
Inverse design
Optimization
Centrifugal pump
Aerodynamic-Aeroacoustic Optimization of a Baseline Wing and Flap Configuration
期刊论文
APPLIED SCIENCES-BASEL, 2022, 卷号: 12, 期号: 3, 页码: 19
作者:
Ju, Shengjun
;
Sun, Zhenxu
;
Guo, Dilong
;
Yang, Guowei
;
Wang, Yeteng
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  |  
浏览/下载:50/0
  |  
提交时间:2022/03/28
high-lift devices
computational fluid dynamics
computational aeroacoustics
Kriging surrogate model
optimization design
Performance optimization of liquid ring pumps based on Gappy POD surrogate model
期刊论文
MODERN PHYSICS LETTERS B, 2022, 卷号: 36, 期号: 3
作者:
Guo, Guangqiang
;
Zhang, Renhui
;
Yang, Junhu
;
Wang, Jingyi
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/03/01
Liquid ring pump
the proper orthogonal decomposition
surrogate model
performance optimization
Optimization of twisted blade of pump as turbine based on high dimensional surrogate model
期刊论文
SCIENCE PROGRESS, 2021, 卷号: 104, 期号: 4
作者:
Jiang, Bingxiao
;
Yang, Junhu
;
Wang, Xiaohui
;
Shi, Fengxia
;
Bai, Xiaobang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/03/01
pump as turbine
twisted blade
blade profile
support vector machine
high dimensional model representation
surrogate model
genetic algorithm
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:10/0
  |  
提交时间:2021/10/14
Centrifugal pump
impeller design
MOGPR
multi-objective optimization
surrogate model
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