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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:7/0
  |  
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:3/0
  |  
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 Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization
会议论文
新加坡, 2022-12
作者:
Kang, Liwen
;
Wang, Xuelei
;
Wu, Zhiheng
;
Wang, Ruihua
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  |  
浏览/下载:10/0
  |  
提交时间:2023/06/29
Design and Optimization of Multipoint Sampler for Seafloor Sediment Carried by a Deep-Sea Landing Vehicle
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 12, 页码: 17
作者:
Gao, Yan
;
Zhou, Yue
;
Guo, Wei
;
Fu, Yifan
;
Gao, Sen
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  |  
浏览/下载:9/0
  |  
提交时间:2023/01/30
deep-sea landing vehicle
multipoint sampler
sampling structure
low energy consumption
FEM-SPH method
multi-objective optimization
Efficient Sensitivity Analysis for Enhanced Heat Transfer Performance of Heat Sink with Swirl Flow Structure under One-Side Heating
期刊论文
ENERGIES, 2022, 卷号: 15
作者:
Tao, Ling
;
Xie, Yuanlai
;
Hu, Chundong
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  |  
浏览/下载:13/0
  |  
提交时间:2022/12/22
swirl tube
sensitivity analysis
response surface method
subcooled boiling
enhanced heat transfer
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:220/0
  |  
提交时间:2022/08/28
Multi-objective optimization
SEMI
Surrogate model
SVM
Hydrodynamic response
A surrogate-assisted Jaya algorithm based on optimal directional guidance and historical learning mechanism
期刊论文
Engineering Applications of Artificial Intelligence, 2022, 卷号: 111
作者:
Zhao, Fuqing
;
Zhang, Hui
;
Wang, Ling
;
Ma, Ru
;
Xu, Tianpeng
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  |  
浏览/下载:17/0
  |  
提交时间:2022/04/21
Evolutionary algorithms
Learning algorithms
Learning systems
Optimization
Co-evolutionary
Co-evolutionary mechanism
Continuous optimization problems
Evolutionary mechanisms
Historical learning mechanism
Jaya algorithm
Learning mechanism
Optimal directional guidance
Polynomial models
Surrogate-assisted mechanism
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:31/0
  |  
提交时间:2022/07/19
Proper orthogonal decomposition
Adaptive surrogate model
Inverse design
Optimization
Centrifugal pump
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
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  |  
浏览/下载:20/0
  |  
提交时间:2022/03/01
Liquid ring pump
the proper orthogonal decomposition
surrogate model
performance optimization
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