Essentials of vehicleaero-acoustics testing
Realize innovation.Unrestricted © Siemens AG 2017
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Why?
50%
30%
10%10%
ICE vehicle
15%
40%30%
15%10%
Electric Vehicle
Powertrain noise
Road noise
Wind Noise
Ancillary system noise
Other noise and vibrationphenomenon
Source: Leading the Charge – The Future of Electric Vehicle Noise Control, Greg Goetchius, Sound & Vibration, April 2011
Shift engineering efforts to road and wind noise reduction
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New investments in aero-acoustic testing
Picture: courtesy of Daimler
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Exterior Wind tunnel Testing
Evolution towards the next generation aero-acoustic testing
First generation Second generation Third Generation NOW
High
Low
CostReturn of investment
Understandhow noise
leaks in
Analyzewind noiseat differentspeed andyaw angle
Understandnoise
transferpaths
Understandsound
distributionaround vehicle
Understandsource
contributionto interior
noise
Quicklyprocess
andcomparescenarios
Captureexteriornoise
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Essentials of aero-acoustic testing
image
Work with a trustedpartner
Get the maximum out ofyour test campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
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Essentials of aero-acoustic testing
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
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Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct exterior measurements
Acoustic arrays for source estimation
Direct interior measurements
Interior sound source localization
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Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct exterior measurements
Acoustic arrays for source estimation
Direct interior measurements
Interior sound source localization
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Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct exterior measurements
Acoustic arrays for source estimation
Direct interior measurements
Interior sound source localization
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Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct exterior measurementsDirect interior measurements
Interior sound source localization Acoustic arrays for source estimation
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Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct exterior measurements
Acoustic arrays for source estimation
Direct interior measurements
Interior sound source localization
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Essentials of aero-acoustic testing
Getting maximum out of all used methods by havingaccess to best technology
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
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Essentials of aero-acoustic testing
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
Unrestricted © Siemens AG 2017Page 14 Siemens PLM Software
Overview of aero-acoustic testing technologies
Exterior source identificationInterior wind noise measurements SCALABLE
Direct Exterior Measurements
Acoustic Arrays for Source estimation
Direct interior measurements
Interior Sound Source Localization
INTEGRATEDSOLUTION
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Integrated -means that data is measured simultaneously, fully synchronized
Acoustic arraysLeft RightTop
3D acoustic camera,binaural heads
Additional microphones
SCADAS Mobile inside vehicle
SCADAS Mobile underneath turn table
SCADAS Lab
Wind tunnel control room
Online andoffline analysis
system
Master control –integrated with wind
tunnel control system
Integration withwind tunnelcontroller
Data storage & management
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What is the value of an integrated solution?
Only one system to learnand operate
BUT there is muchmore
1 + 1 = 3
Annotate and save vehicleattributes, wind speed & Yaw
angle automatically for allacquired data
More efficient to setup
Integration with windtunnel controller only
needs to be done once
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Example 1Compare binaural head and exterior array results
LOUDNESSConfiguration A- B
25.000.00 sTime
20.00
0.00
Ampl
itude
sone
Time Varying Loudness Vehicle1_Inter_FR:S 95% percentile: 15.5 soneTime Varying Loudness Vehicle2_Inter_FR:S 95% percentile: 13.9 sone
25.000.00 sTime
20.00
0.00
Ampl
itude
sone
Time Varying Loudness Vehicle1_Inter_FR:S 95% percentile: 15.5 soneTime Varying Loudness Vehicle2_Inter_FR:S 95% percentile: 13.9 sone
Configuration blocked underbody Configuration free underbody
BlockedFree
Viewing andcomparing results
from differenttechniques togetheron one screen gives
additional insight
Which exterior sources lead to high loudness?
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Example 2Link binaural head with exterior array with coherence analysis
Coherence analysisallows to focus onsources for interior
noise
Which external source is important for driver’s left ear?
Top array ResultTop array result correlated to
driver’s right ear
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Example 3Link 3D Cam and exterior array with coherence analysis
Coherence analysisbetween interior andexterior array allowenergy flow analysis
Energy flow analysis - Where does an external source leak into the vehicle?
Overall 3DCam results
Top array result
3DCam results related to sourceselected outside
Exterior arrays
3D Camera
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Essentials of aero-acoustic testing
Getting new insights from combining technologiesIncreasing efficiency by having only one system
Getting maximum out of each used methods by havingaccess to best technology
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
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Overview
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
Am
ount
ofin
form
atio
nE
ffici
ency
Effe
ctiv
enes
sR
OI
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How in practice does an aero-acoustic testing campaign look like?
Speed [km/h]Yaw Angle[degrees]
100 -15100 -10100 …100 15120 -20120 …… …
160 20
Test modification of a vehicle AnalyzeWhat could cause problems?
Apply modifications: changemirrors, tape seals, …
In total often manymodifications tested
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How to drastically increase testing efficiency?
Make tests runautomatically & real-timevisualization of results
Allow to view fullyprocessed data in a
minute
In total often manymodifications tested
Allow easy comparisonbetween processed
datasets with only fewclicks
By doing all this,Help drastically reducing
number of iterations
Thanks to better analysis,apply effectivemodifications
Test version/modification ofvehicle
Allow easy selection ofwhat to process &process in batch
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How to drastically increase testing efficiency?Process and view array results in few seconds
First CPUalgorithm
optimizations
Movecalculations
towards GPU
GPU algorithmoptimizations
Data handlingoptimization
Drastic reduction in calculation time thanks to persistent optimizations and move towards GPU
22
1,2
0
5
10
15
20
25
Processing 2012 Optimized processing running on GPU
Total Calculation time (hours)
5 minutes versus10 seconds … So what?Calculation times add up!
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How to drastically increase testing efficiency?Allow easy selection of what to process & process in batch
Easy selection of processing to be done: configuration, wind speed, yaw angle, frequency range,method, …
Each calculation runningfast on CPU
Calculations runningautomatically in batch
Status color indication
Runs as backgroundprocess – continuefurther analysis
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How to drastically increase testing efficiency?Easy comparison between processed datasets with only few clicks
Selection of data to be viewed with only few clicks & Easy comparison of results
View & compare ANYresult
Allows to decide whatmodifications to test next
drastically remove totaltest time or make testmore effective
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Essentials of aero-acoustic testing
Use all functionality ALL the timeBe able to use results during test campaign & reduce thenumber of tested modifications
Getting maximum out of each used methods by havingaccess to best technology
Getting new insights from combining technologiesIncreasing efficiency by having only one system
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
Unrestricted © Siemens AG 2017Page 28 Siemens PLM Software
Essentials of aero-acoustic testing
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
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You can grow step by step
Scalable solution
No limit to number of channels,you can extend one day withadditional front array on top ofnozzle
Ready to extend with newtechnology
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Professional project deployment
• Experienced expert projectteam
• Full project ownership fromA-Z
• Teaming with local SiemensSTS during full project
• Local training & support ofthe system
• Customized arrays
• Integration with wind tunnelcontroller
• Customized testing process
Deployment team Customized solution BUT with local support
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Essentials of aero-acoustic testing
Full portfolio including simulation through SimcenterFull project deploymentContinued innovation & research
Use all functionality at ALL the timeBe able to use results during test campaign & reduce thenumber of tested modification
Getting new insights from combining technologiesIncreasing efficiency by having only one system
Getting maximum out of each used methods by havingaccess to best technology
Work with a trustedpartner
Get maximum out of yourtest campaign
Combine all into oneintegrated solution
Understand aero-acoustictesting technologies
Unrestricted © Siemens AG 2017Page 32 Siemens PLM Software
Conclusion
Exterior Wind tunnel TestingFirst generation Second generation Third Generation NOW
High
Low
CostReturn of investment
Technology Integrated solution Efficiency Trusted partner