optimization in sports aerodynamics · goal reduction of form drag by optimizing position (global...

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Benjamin Rembold | [email protected] | 3.4.2019 Rennan Hu & Donella Pellini | [email protected] | CADFEM (Suisse) AG “VPE im Profisport: Virtuelle Optimierung und Augmented Reality für schnelle Radfahrer”

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Page 1: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Optimization in sports aerodynamics

UNEARTH DRAG TREASURE IN PROFESSIONAL SPORTS

Benjamin Rembold | [email protected] | 3.4.2019Rennan Hu & Donella Pellini | [email protected] | CADFEM (Suisse) AG

“VPE im Profisport: Virtuelle Optimierung und Augmented Reality für schnelle Radfahrer”

Page 2: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Agenda

Caution:This is not CFD data!

1. streamwise introduction

2. Potential for drag reduction in professional sports

3. Combined approach Measurement (ProCap) & CFD

4. Results for demonstration case

streamwise gmbh | VPE in professional sports 2

Page 3: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

streamwise approach

R&D Partner:

streamwise is the R&D partner for your digital transformation in machine and production systems

Competences:

Digital engineering services based on strong experiences and know how in product development, technical optimization and analytics with digital methods and tools

Special Focus:

streamwise cumulates this knowledge competences particular in the area of fluid dynamic and heat transfer processes und systems

Engineering & design partner digital monitoring & diagnosis systems

streamwise gmbh | VPE in professional sports 3

Page 4: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Connect physics with digital capabilities Central of our approach is a digital life cycle analysis with prediction and prognostics for …

• manufacturing and production events

• operation and quality events

• maintenance and service events

We develop predictive, descriptive and decisive models based on advanced data analytics and physical modeling

We focus on the development of tailored solutions for advanced digital monitoring and diagnosis systems

We validate, prototype and build your digital monitoring solution

streamwise tool box and methods

R&D sensors

Wireless data loggers

System

“smart” inline sensors

Internal sensors

Controller software

Data collection & processing

ERP software

Low-dimensional

modeling

System prediction

&optimization

Event detection

Service & maintenance

Business case develop-ment

Data analytics

Cloudconnection& security

Digital twin

Live production data

Thermo & fluid-dynamics

System

Monitoring

Modelling

Diagnosis

streamwise gmbh | VPE in professional sports 4

Page 5: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Drag reduction potential in sport aerodynamics

Page 6: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

The individual contributions have to be separated. A method for verification and local optimization is needed.

Aerodynamic drag sources

Equipment

▪ Bike▪ Helmet, footware

Riders position

▪ Frontal area▪ Angle of helmet▪ Interference drag

Clothing, textures

▪ Correct speed range▪ Correct location and

orientation & stretching

streamwise gmbh | VPE in professional sports 6

Page 7: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Largest portion comes from the rider itself

Where does the drag come from?

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Page 8: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

In the drag crisis the aerodynamic drag of a round shape drops dramatically

This offers the opportunity to match the critical velocity of a shape with its operating speed range

Use the golf ball effect to reduce drag

Images by Henri Werlé, copyright Onera, the French Aerospace Lab

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Page 9: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Drag crisis on a cylinder for different textures

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Page 10: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Flow around cylinders with different textures

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Page 11: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

How to unearth the DRAG treasure

Page 12: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Goal

▪ Reduction of form drag by optimizing▪ Position (global and relative)▪ Operate body elements within the drag crisis adjusting the local surface structure

Challenge

▪ Accurate and known positioning of components mandatory to allow comparison between CFD and ProCap/wind tunnel

▪ Complex flow with large detached areas and dependencies between the different areas (helmet / back of the rider)

▪ Strong influence of local flow and surface structure on the total drag

Approach

▪ Combined CFD/ProCap campaign for professional cycling

How to unearth the DRAG treasure

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Page 13: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Combined optimization Ansatz

CFD Modeling

▪ understand global flow topology

▪ identification ofareas foroptimization

▪ Baseline positionoptimization

ProCap

▪ verify global and local flow topology

▪ minimize form drag with optimal surface texture & positioning

Force measurements

▪ verify achievedreduction in drag

▪ Check different positions and windspeeds

▪ Model performance with track profile

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Page 14: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Principle

▪ Object in windtunnel▪ Hand-guided flow-probe (e.g. 5-hole)▪ Probe position tracked with 3D camera

system▪ On-line interpolation and vizualisation

The ProCap system

5-hole probe

14-hole probe

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Page 15: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Asdfasdf

▪ Asdfadsf▪ asdfdsf▪ asdf

The ProCap system in operation

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Page 16: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Case

Page 17: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Case

Cyclist dummy in time-trial position with aero-helmet

Goals1. Find influence of helmet position on drag2. Find influence of race suit on drag for

target velocity

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Page 18: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Case setup CFD

3 helmet positionsCFD/Measurement setup(speed 12.5 m/s)

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Page 19: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Velocity profile OK?

Velocity profile OK!

Concept study: Physics OK? Validation study: Accuracy OK?

ANSYS CFD

ANSYS Discovery

CFD Workflow

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Page 20: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Results

Page 21: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Results: Goal1, drag comparison

5

6

7

8

straight helmet tail upwards helmet tail downwards

Dra

g Fo

rce

/ N

Wind tunnel CFD

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Page 22: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, tail up

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Page 23: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, straight

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Page 24: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, tail down

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Page 25: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, tail up

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Page 26: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, straight

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Page 27: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

CFD ProCap

Results: Goal1, Flow topology comparison, tail down

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Page 28: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Goal 2

Page 29: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Focus on the flow around the arm

@ 16 m/s

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Page 30: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Result

Drag reduction by 20% by wearing theperfect racing suit.

Force-speed-correlation

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Page 31: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Conclusions

Page 32: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

▪ Good observed agreement between CFD, ProCap and force measurements

▪ Fast, efficient simulation and measurement runs (minutes)

▪ To work within the same post-processing environment and with identical geometry (shape and relative positioning) is crucial

▪ The drag crisis is highly dependent on velocity. The full potential is availably only through a track simulation using the measured or calculated drag values!

▪ Without combining different numerical and experimental tools the task can not be solved

Let’s go treasure hunting!

Conclusions

Caution:This is not CFD data!

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Page 33: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Also helpful for race car aerodynamics

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Page 34: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

Also helpful for race car aerodynamics

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Page 35: Optimization in sports aerodynamics · Goal Reduction of form drag by optimizing Position (global and relative) Operate body elements within the drag crisis adjusting the local surface

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