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中国科学院力学研究所机构知识库
Knowledge Management System of Institue of Mechanics, CAS
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Multi-objective robust optimization of a solar power tower plant under uncertainty
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 11
Authors:
Luo, Yan
;
Wang, Zhiyuan
;
Zhu, Jiamin
;
Lu, Tao
;
Xiao, Gang
;
Chu, Fengming
;
Wang RX(王睿星)
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View/Download:417/101
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Submit date:2021/11/01
Solar power tower plant system
Uncertainty propagation
Multi-objective robust optimization
Global sensitivity analysis
Levelized cost of energy
Aerodynamic shape optimization of an urban maglev train
期刊论文
ACTA MECHANICA SINICA, 2021, 页码: 16
Authors:
Sun ZX(孙振旭)
;
Wang MY(王梦莹)
;
Wei LY(魏涟漪)
;
Kong FB
;
Yang GW(杨国伟)
Adobe PDF(2376Kb)
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View/Download:310/80
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Submit date:2021/06/15
Urban maglev train
Aerodynamic characteristics
Cross validation
Kriging model
Genetic algorithm
Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
Authors:
Zhang, Pin
;
Yin, Zhen-Yu
;
Jin, Yin-Fu
;
Chan, Tommy H. T.
;
Gao FP(高福平)
Adobe PDF(2604Kb)
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Submit date:2021/03/03
Compressibility
Clays
Machine learning
Optimization
Random forest
Genetic algorithm
Energy performance prediction of the centrifugal pumps by using a hybrid neural network
期刊论文
Energy, 2020, 卷号: 213, 页码: 119005
Authors:
Huang RF(黄仁芳)
;
Zhang Z(张珍)
;
Zhang W
;
Mou JG
;
Zhou PJ
;
Wang YW(王一伟)
Adobe PDF(4596Kb)
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Submit date:2021/01/29
Centrifugal pump
Energy performance
Loss model
Physics-informed neural network
Multi-objective design optimization of the combinational configuration of the upstream energy deposition and opposing jet for drag reduction in supersonic flows
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2020, 卷号: 105, 页码: 10
Authors:
Ju SJ(鞠胜军)
;
Sun ZX(孙振旭)
;
Yang GW(杨国伟)
;
Prapamonthon P
;
Zhang JY
Adobe PDF(3818Kb)
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Submit date:2020/11/30
Optimization design
Drag reduction
Supersonic flow
Energy deposition
Opposing jet
A LSTM surrogate modelling approach for caisson foundations
期刊论文
OCEAN ENGINEERING, 2020, 卷号: 204, 页码: 13
Authors:
Zhang P
;
Yin ZY
;
Zheng YY
;
Gao FP(高福平)
Adobe PDF(3376Kb)
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Submit date:2020/06/15
Caisson foundation
Failure envelope
Smoothed particle hydrodynamics
Long short-term memory
Research on aerodynamic optimization of high-speed train's slipstream
期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2020, 卷号: 14, 期号: 1, 页码: 1106-1127
Authors:
Sun ZX(孙振旭)
;
Yao SB(姚拴宝)
;
Yang GW(杨国伟)
Adobe PDF(5774Kb)
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Submit date:2022/03/17
A novel CACOR-SVR multi-objective optimization approach and its application in aerodynamic shape optimization of high-speed train
期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 13, 页码: 5035-5051
Authors:
Zhang Y
;
Guo DL(郭迪龙)
;
Sun ZX(孙振旭)
;
Chen DW
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Submit date:2019/09/09
Chaos ant colony optimization
Support vector machine
Multi-objective optimization
Vehicle modeling function
High-speed trains
An interval updating model for composite structures optimization
期刊论文
COMPOSITE STRUCTURES, 2019, 卷号: 209, 页码: 177-191
Authors:
Shi QH
;
Wang XJ
;
Wang RX(王睿星)
;
Chen X
;
Ma YJ
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View/Download:274/76
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Submit date:2019/04/11
Composite structural design
Model updating
Uncertainty
Progressive failure analysis
Prediction of preferential fluid flow in porous structures based on topological network models: Algorithm and experimental validation
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2018, 卷号: 61, 期号: 8, 页码: 1217-1227
Authors:
Ju Y
;
Liu P
;
Zhang DS
;
Dong JB
;
Ranjith PG
;
Chang C
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View/Download:269/113
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Submit date:2018/10/30
preferential flow
porous structure
topological networks
flow resistance
Darcy's law
experimental validation