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Local Flow
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Control Valve
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Local Analysis
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Flow Coefficient
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Valve Model
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Initial Design
40%
Chemical Processes
20%
Energy Efficiency
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Reynolds number
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Computational Fluid Dynamics
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Complex Geometry
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Valve Opening
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Opening Position
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Control Design
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Fit-for-purpose
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R2 Value
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Flow Control
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Flow Temperature
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Flow Velocity
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Computationally Expensive
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Process Unit
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Oil Industry
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Gas Industry
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Flow Pressure
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Control Accuracy
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Digital Twin
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Data-driven Model
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Three-dimensional Flow
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Inlet Flow
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CFD Simulation
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Design Configuration
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Coefficient of Determination
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Rapid Solution
20%
Nuclear Processes
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Full Three-dimensional
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3D CFD
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One-dimensional Approximation
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1D Model
20%
Real-time Solution
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1D numerical Model
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Length-diameter Ratio
20%
Digital Twin Application
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Valve Flow Coefficient
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High-fidelity Simulation
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Engineering
Computational Fluid Dynamics
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One Dimensional
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Flow Coefficient
100%
Dimensional Control
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Flow Velocity
50%
Optimal Design
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Initial Design
50%
Digital Twin
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Process Chemical
25%
Energy Efficiency
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Flow Rate
25%
Reynolds' Number
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Nuclear Energy
25%
Powerful Tool
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Numerical Model
25%
Petroleum Industry
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Process Unit
25%
Diameter Ratio
25%
3d Simulation
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Dimensional Approximation
25%
Solution Time
25%