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A multi-layer Kriging surrogate model for the reliability analysis of variable stator vanes in aero engines 期刊论文
AERONAUTICAL JOURNAL, 2024, 页码: 21./通讯作者：Fan, J.
作者:  Fan, J;  Xu, H;  Meng, Q;  Xu SH(徐升华)
收藏  |  浏览/下载：419/0  |  提交时间：2025/02/10
surrogate model  reliability analysis  vane stator variables  aero-engine  
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./通讯作者：Xu, Xianghong
作者:  Zhou R(周睿);  Xu XH(许向红);  Rahnejat, Homer
收藏  |  浏览/下载：153/0  |  提交时间：2024/02/19
current collection quality  pantograph-catenary parameters optimization  surrogate model  sensitivity analysis  
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./通讯作者：Yin, Bo
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：183/0  |  提交时间：2024/02/26
Pantograph-catenary system  Gaussian process regression  Surrogate model  Physical-based model  
Dynamic Parameter Optimization of High-Speed Pantograph Based on Swarm Intelligence and Machine Learning 期刊论文
INTERNATIONAL JOURNAL OF APPLIED MECHANICS, 2023, 卷号: 15, 期号: 9, 页码: 2350078./通讯作者：Xu, Xianghong
作者:  Zhou R(周睿);  Xu XH(许向红)
Adobe PDF(1896Kb)  |  收藏  |  浏览/下载：209/35  |  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./通讯作者：Mao, Yixuan
作者:  Mao, Yixuan;  Wang, Tianqi;  Duan, Menglan;  Men HY(门弘远)
Adobe PDF(20278Kb)  |  收藏  |  浏览/下载：298/93  |  提交时间：2022/08/28
Multi-objective optimization  SEMI  Surrogate model  SVM  Hydrodynamic response  
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./通讯作者：Sun, Zhenxu
作者:  Ju SJ(鞠胜军);  Sun ZX(孙振旭);  Guo DL(郭迪龙);  Yang GW(杨国伟);  Wang YT(王业腾);  Yan C(闫畅)
Adobe PDF(12043Kb)  |  收藏  |  浏览/下载：399/67  |  提交时间：2022/03/28
high-lift devices  computational fluid dynamics  computational aeroacoustics  Kriging surrogate model  optimization design  
A study of the optimization design method for a high speed train 会议论文
THE THIRD INTERNATIONAL CONFERENCE ON RAILWAY TECHNOLOGY: RESEARCH, DEVELOPMENT AND MAINTENANCE, Cagliari, Sardinia, Italy , 5-8 April 2016
作者:  Zhao GL;  Sun ZX(孙振旭);  Yao SB(姚拴宝);  Guo DL(郭迪龙);  Yang GW(杨国伟)
收藏  |  浏览/下载：228/0  |  提交时间：2018/11/08
Aerodynamic drag  Genetic algorithms  Lift  Railroad cars  Railroads  Aerodynamic lift  Ga  grnn  High speed train (HST)  Kriging model  Optimization design  Optimization method  Surrogate model  
高压捕获翼位置设计方法研究 期刊论文
力学学报, 2016, 卷号: 48, 期号: 3, 页码: 576-584
作者:  李广利;  崔凯;  肖尧;  徐应洲
浏览  |  Adobe PDF(992Kb)  |  收藏  |  浏览/下载：473/80  |  提交时间：2016/12/16
High-speed Vehicles  High Pressure Capturing Wing  Uniform Experimental Design  Polynomial Surrogate Model  
高压捕获翼前缘型线优化和分析 期刊论文
力学学报, 2016, 卷号: 48, 期号: 4, 页码: 877-885
作者:  李广利;  崔凯;  肖尧;  徐应洲
浏览  |  Adobe PDF(944Kb)  |  收藏  |  浏览/下载：563/99  |  提交时间：2016/12/16
High Pressure Capturing Wing  Computational Fluid Dynamic  Surrogate Model  Shape Optimization  
Drag-reduction design on high-speed trains with intelligent optimization algorithm 会议论文
THE SECOND INTERNATIONAL CONFERENCE ON RAILWAY TECHNOLOGY: RESEARCH, DEVELOPMENT AND MAINTENANCE, Ajaccio, Corsica, France, 8-11 April 2014
作者:  Yang GW(杨国伟);  Yao SB(姚拴宝);  Guo DL(郭迪龙)
收藏  |  浏览/下载：207/0  |  提交时间：2018/11/08
Aerodynamic drag  Aerodynamics  Ant colony optimization  Computational fluid dynamics  Deformation  Design  Drag reduction  Interpolation  Iterative methods  Radial basis function networks  Railroad cars  Railroad transportation  Railroads  Aerodynamic optimization  Grid deformation  High speed train (HST)  Intelligent optimization algorithm  Kriging surrogate model