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Optimal shape design using machine learning for wind energy and pressure
Yaxin Li
,
Yun Kyu Yi
School of Architecture
Center for East Asian and Pacific Studies
Research output
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Article
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peer-review
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Keyphrases
Artificial Neural Network Algorithm
33%
Computation Time
33%
Computational Effort
33%
Computational Fluid Dynamics
66%
Computational Fluid Dynamics Simulation
33%
Computational Load
33%
Data-driven Framework
33%
Design Generation
33%
Energy Consumption
33%
Energy Generation
66%
Exponential Growth
33%
Genetic Algorithm
33%
Initial Design
33%
Machine Learning
100%
Machine Learning Techniques
33%
Multiple Objective Optimization
33%
Optimal Shape Design
100%
Optimal Strategy
33%
Optimization Algorithm
33%
Parametric Design
33%
Parametric Design Process
33%
Pavilion
100%
Performance Value
33%
Pressure Calculation
33%
Shell Thickness
33%
Structural Behavior
33%
Structural Integrity
66%
Sustainable Design
33%
Sustainable Energy
33%
Thin Shell
33%
Wind Energy
100%
Wind Pressure
100%
Wind Speed
100%
Wind Turbine
33%
Engineering
Artificial Neural Network
33%
Compressed Air Motors
33%
Computational Effort
33%
Computational Fluid Dynamics
100%
Computational Load
33%
Computational Time
33%
Design Process
33%
Ecodesign
33%
Exponential Growth
33%
Genetic Algorithm
33%
Initial Design
33%
Learning System
100%
Machine Learning Method
33%
Objective Optimization
33%
Optimal Design
66%
Parametric Design
66%
Power Generation
66%
Renewable Energy
33%
Shape Design
100%
Shell Thickness
33%
Structural Behavior
33%
Structural Integrity
66%
Turbine
33%
Wind Power
100%
Material Science
Computational Fluid Dynamics
100%
Structural Behavior
33%