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Abstract Water
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UWV Long-term
Operation
Research Lab

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Development of AI for Aerodynamic Design

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Fuel Cell Separator
Flow Visualization

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Thermal characteristics
analysis of Hyperloop
systems

앵커 1
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PIV, Drag Reduction

Support Organization

Agency for Defense Development 

Research Background

Reduction of Hydrodynamic Resistance in Seawater is Required for Long-Term Submarine Vehicle Stay

Research Objectives

Achieved 20% Drag Reduction in an Environment with a Depth of 20m and Reynolds Number of 100,000

Research Methods

Performance Evaluation of Superhydrophobic Surface Using TC Device and Measurement of Drag Reduction Rate in Real-World Application

Main Results

Velocity Field Visualization Using PIV and Air Layer Visualization Induced by Superhydrophobic Surface

#Taylor-Couette Flow #Superhydrophobic #Drag Reduction

UWV Long-term Operation Research Lab

앵커 2

Support Organization

Hyundai Motor Company

Research Background

Time/Cost Reduction in Analyzing Wake Flow Field Based on Design Factors during the Automotive Design Development Phase

Research Objectives

Development of an Artificial Intelligence Model to Analyze the Flow Patterns of Automotive Wake Flow Field and Predict the Design Factors Causing Them

Research Methods

Design and Training of an Artificial Intelligence Model with Optimal Flow Data Representation for Predicting Design Factors, and Verification of the Model's Reasoning through Visualization of Results

Main Results

Artificial Intelligence Model Capable of Predicting Design Factors that Influence Flow Patterns

#Aerodynamics #AI #Wake Flow

Development of AI for Aerodynamic Design

앵커 3

Study on the Correlation Between Interior Pressure and Wind Noise in SUVs

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Future
Mobility

Artificial
Intelligence

Energy &
Environment

Human
Healthcare

Background

Understanding the mechanism of whistle noise in SUVs from pressure differences and optimization of outlet design of Extractor Grill is required

Objectives

To reduce interior pressure and whistle noise, generalized design indicators based on flow analysis and measurements are required

Research Methods

Measure and analyze the velocity field around the outlet of Extractor Grill in 3D and 3C using a magnetic resonance velocimeter

Main Results

Study on the Correlation Between Interior Pressure and Wind Noise in SUVs
 

This Research is supported by HYUNDAI NGV

#Whistle Noise #Extractor Grill #MRV

UWV Long-term Operation Research Lab

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Future
Mobility

Artificial
Intelligence

Energy &
Environment

Human
Healthcare

Background

Reduction of Hydrodynamic Resistance in Seawater is Required for Long-Term Submarine Vehicle Stay

Objectives

Achieved 20% Drag Reduction in an Environment with a Depth of 20m and Reynolds Number of 100,000

Research Methods

Performance Evaluation of Superhydrophobic Surface Using TC Device and Measurement of Drag Reduction Rate in Real-World Application

Main Results

Advanced K-Defense Mobility Technology Development through Drag Reduction

This Research is supported by Agency for Defense Development (ADD)

#Taylor-Couette Flow #Superhydrophobic

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Support Organization

Hyundai Motor Company

Research Background

Benchmark experimental data is required to validate CFD analysis results of flow distribution characteristics in fuel cell separator channels

Research Objectives

Measure and analyze the flow velocity field inside the channel in 3D and 3C using a magnetic resonance velocimeter, and evaluate the flow distribution

Research Methods

Flow visualization inside the channel using a magnetic resonance velocimeter, which enables non-invasive flow visualization in complex shapes or opaque environments

Main Results

MRV velocity field data and flow distribution analysis results for hydrogen/air/cooling water channels

#Bipolar plate #Fuel cell #MRV

Improvement of flow distribution through flow visualization in fuel cell bipolar plates

앵커 4
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Research Background

Research on thermal issues is essential for mechatronic systems like Hyperloop, as thermal problems are directly related to electrical characteristics

Research Objectives

Analyze the heat transfer characteristics of various electrical and mechanical heat sources in Hyperloop, and derive improved cooling solutions

Research Methods

Perform electromagnetic, thermal, and flow coupled numerical simulations, and evaluate key design factors

Main Results

Hyperloop System Cooling Solution

Support Organization

Korea Railroad Research Institute

#Hyperloop #Heat Transfer #CFD

Analysis of Heat Transfer
in Hyperloop systems

Development of AI for Aerodynamic Design

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Future
Mobility

Artificial
Intelligence

Energy &
Environment

Human
Healthcare

Background

Time/Cost reduction in analyzing wake flow field based on design factors during the automotive design development phase

Objectives

Development of an Artifical Intelligence model to analyze the flow patterns of automotive wake flow field and predict the design factors causing them

Research Methods

Designing and training an Artificial Intelligence model with optimal flow data representation for predicting design factors, and verification of the model’s reasoning through visualization of the results

Main Results

AI Model Capable of Predicting Design Factors That Influence Flow Patterns

This Research is supported by HYUNDAI NGV

#AI #Automotive design #Wake flow

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