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16.1.2008 1 Engine Test RotasPro Noise Analysis

RotasPro Noise Analysis - Discom Home · 16.1.2008 4 Rotas NVH Testing End of line test with vehicle correlation and the ability to find production errors Separation of noise components

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16.1.2008 1

Engine Test

RotasPro Noise Analysis

16.1.2008 2

The company was founded in 1985. It is situated in Göttingen in the heart of Germany. Since 1989 the main product are measurement system for the acoustical quality analysis. There are 18 employees and more than 500 test systems deployed.

Base system are ROTAS and MESAM-4 (a joint development with DaimlerChrysler). Build on top of them are APAS for the cabin noise analysis, ROTAS-GP for the analysis of gearboxes, transmissions and engines, ROTAS-ZP for the single gear test, ROTAS-TMO for the test of tapered roller bearings.

MESAM 4

APAS-II

Base System Engines, Gearboxes and Components

Cabin noise

ROTAS-Mobil

Discom Industrial Measurement Inc.

16.1.2008 3

ZF DGear Testers 4 Systems

Volkswagen D, ES, SA,AR, China,B,SK,BRGearboxes, Transmissions, Gear Testers, CabinNoise Production Database, 178 Systems

Tongil, KoreaAxles, Durability test Stand, 1 System

SFT, Magna Stey PowertrainAxles and gearboxes 28 Systems

Skoda, CzGearboxes, 7 Systems

SAIC Shanghai Automobile Internatiol Corp.Gearboxes test systems, 5 Systems

SKF D, USA, India, UkraineTapered Roller Bearings, 35 Systems

Robert Bosch Starters, injection pumps, production database 6 Systems

Renault, PeugeotTransmissions, Gear Testers 11 Systems

GM, USA, Opel D and AGearboxes and Axle Testers, Gear Testers 44 Systems

Jatco, JapanCVT Transmissions

Discom: Customers and Applications

Fiat, Iveco, Tata, It, Brazil, IndiaManual Transmissions 20 Systems

Getrag, USA Sc, Single Flank Gear Tester forCummins Engine Gears with Tors. Acceleration

Graziano, Italy Gearboxes and Axles for Audi, Aston Martin, Ferrari, Lamborghini, Maserrati

Eaton, Br and IndiaManual transmissions, mobil system

Ford, DGear Testers 4 Systems

First Automobile Works, ChinaGearboxes 2 Systems

DaimlerChrysler D, US Cooperation MESAM4, gearboxes, transmissions and engines. 48 Systems

Borg-Warner, USA,UK Transmissions und Axles 11 Systems

Bentley, UKCabin Noise Analysis APAS, 2 Systems

American Axle, USAFront and Rear Axles, 5 Systems

Hyundai, KoreaGear tester 2 Systems

Cummins

16.1.2008 4

Rotas NVH TestingEnd of line test with vehicle correlation and the ability to find production errors

Separation of noise components from shafts with synchronous averaging

Calibrated evaluation for comparison of the production process with car experiences

Simultaneous measurement and evaluation of all transmission order components

Recognition of nicks on gears and bearings

Trainable system in combination with fixed limits

Test results stored in central data base

Intranet evaluation of test results for groups of test benches

16.1.2008 5

Parameter- und Limit Database

Parameter- und Limit Database

RotasAnalysisProgram

RotasAnalysisProgram

Result DatabaseArchives, SQL-DBResult Database

Archives, SQL-DB

Web StatisticsWeb StatisticsPresentationPresentation

Test StandControl

Test StandControl

Sensors

ROTAS Test Stand Configuration

16.1.2008 6

Rotas Analyzers

19”-Industrial PC.TAS FrontendRAID systemDual Core and I7 CPUs

Panel with IPC and TASFrontend. AC and UPS buildinto panel

TAS USB Measurement frontend.10 analog channels, 4 speedinputs, D/A monitor outputs.Mobile system with USB power for5 ICP sensors

16.1.2008 7

BKS03 Accelerometer

1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 k Hz

-20.0

-15.0

-10.0

-5.0

0.0

dBg

TrnsFnc

The BKS03 has a linear frequency range of up to 10 kHz and can be used to pick up the NVH signal also from unfinished surfaces

16.1.2008 8

Input

One rev

Exact order analysis is accomplished by generating of the same amount of samples per revolution of a part, independent of its revolutionary speed.

Digital resampling allows for the processing of 3 to 5 shafts of a transmission.

From this resampled time domain signal, spectra evaluation produces order components. These are the amplitudes of sine components, which are cyclic with the revolution of the part

Order Analysis

Input

One rev

Input

One rev

Constant numberof samples perrevolution

16.1.2008 9

Revolution Synchronous Transmission Analysis

Input Shaft Interm. Shaft Output Shaft

The transmission noise is the sum of the noise originating from the individual mechanical components.

For the gear noise components, the individual sources can be isolated by the transmission ratio.

Synchronousorder analysis:The signals are acquired synchronousto the inner shafts.AcousticalStroboscope

Input Shaft

Interm. Shaft

Output Shaft

16.1.2008 10

Signal

Background

Average:Signal enhanced

For every shaft, averaging is performed synchronous to its revolution.

Signal components of the synchronous shaft are enhanced, other noise components are attenuated.

One shaft is shown. Rotas can do the processing for 3 to 5 shafts simultaneously.

Usually, only one sensor is needed.

The synchronization can be done for inner shafts, for which only the transmission ration is known.

Synchronous Averaging

Signal

Background

Signal

Background

+

+

+

+

+

Summe * 1/n =

16.1.2008 11

Synchronous Averaging

Noise peaks are shown in the synchronous channel that is synched with the respective shaft.A valuable nick detection is based on the Crest value:

Crest = Peak value/RMS value

100 200 300 400 500 600 700 800 900 m Rev

-10.0

-5.0

0.0

5.0

10.0

g

Oran.SK1

1 2 3 4 5 6 7 8 9 10 11 12

12 Cylinder Engine, 700 UPM, 1 Rev Cam Shaft

Cylinder

16.1.2008 12

Evaluation of Order Spectra

10 20 30 40 50 60 70 80 90 Ord

45

60

75

90

105

dBgVGW

VGW-lim

The order spectra of the synchronous channelsand of the mix channel are compared with a

limit curve. Every order of the limit curvehas an underlying error code. This error codeis generated from transmission ratios in a semiautomatic fashion. If the limit curveis exceeded, the error code gives rise to anerror message in plain text.

The limit curves consist of portions, whichare generated by a learning process and ofportions which are set to fixed values.

The learn rnode is used for those spectralportions, where there are results from driving experiments available yet. Generally thisholds true for tooth spacing problems,ghost orders and bearing noise (in themix channel).Fixed limits are adopted from driving experiments,usually for the gear mesh and for the side bands.

16.1.2008 13

10 20 30 40 50 60 70 80 90 Ord

20

40

60

80

100

dBg

MaxBnd

MinBnd

StdDev

AW-avg

SK1-lim

Spectral Limits

Limit curve from Average + Offset + n times standard deviation. Overridden by minimum and maximum polygons and by the fixed hats.

Hats for gear mesh orders and their side bands

16.1.2008 14

Learning

For all measurements, the following statisticalproperties are computed:

Average (AV) undStandard deviation (STD)

From these numbers, a limit L is generatedaccording to

L = AV + Offset + n* STD.

The offset and the multiplier of the standard deviation is selectable. For spectral measures,an offset of 5 dB and a std-factor of 3 is normally used. Maximum and minimum values set upper and lower bounds for the limit L.

A new learn consist of a base learn (usually 5 units), where all units are accepted that are below maximum polygons and below hats.

The base learn is followed by an additional learning (usually 100 units). Here every unit is evaluated against the already established limitcurves. Only error free units will be added to the learning sample.

Another available choice consists of a indefinite learn process with a selectable time constant.

During the whole learning process, the fixed limits apply. This assures, that all known data (like limits from car experiments) will be used as a guidance during the process.

What is learned Learning methods

16.1.2008 15

Order spectrograms

Order spectrograms are recorded for the engine vibration signal.

From these order tracks for arbitrary orders and order spectra for arbitrary speeds can be generated:

1) Ordnungs-Spektrogramm 4. Gang Zug

Order track for the 65. order

2) Order spectrum at 2241 RPM

16.1.2008 16

Order Tracking

The critical noise sources in a car are usually the gear mesh orders and their sidebands.

These noise sources are highly speed dependent. Detailed speed dependent evaluation uses the track of mesh orders and sidebands over speed.

The gear mesh H1 base order and its harmonics are tracked over speed and compared with speed dependet limit curves.

The track form depends on torque, drive/coast and on the resonances within the gearbox and the test stand.

Within speed bands, average and maximum amplitudes can be evaluated and compared to limits. The single values are ideal for statistical analysis over time.

Speed band

Tracked Value Curve 1 Curve 2H1 Max Bd1 79.1 dB 75.5 dBH1 Aver Bd1 76.2 dB 71.9 dB

16.1.2008 17

Synchronous Angular Spectrogram

0.05 g

0.35 g

0 45 90 135 180 225 270 3150

100

200

300

400

Rev

Short-time spectra are computed over the revolution of the engine. Several spectraare averaged and indicate spectral abnormalties at certain angles.

Nicks and Ticks of all kinds can be identifiedwith this method

Grad NW

Ordnung

16.1.2008 18

Hydraulic Valve Defect

und PrüftechnikIndustrielle Meß-

Spektrogramme 19.03.07 14:20-

Fahrstufe: High

0.05 g

0.45 g

0 45 90 13 5 18 0 22 5 27 0 31 50

100

200

300

400

Rev

gPrüfling1F (106.9 ) -

Körperschall rechts hinten

0.0 5 g

0.4 5 g

0 45 90 135 180 225 270 3150

100

200

300

400

Rev

gPrüfling2F (258.8 ) (168.8, 488): 0.00295711

Körperschall links vorne

0 2 4 6 8 10 12 14 16 Hz0.40.60.81.01.21.41.61.82.02.2g

Modulationsspektrum

A defective hydraulic valve is shown in the angular spectrum for twodifferent positions of accelerometers on the cylinder head

Modulation Spectrum

Rev Synchronous Spectrogram

Camshaft Degrees -> Camshaft Degrees ->

Ord

ers

->

Ord

ers

->

Rev Synchronous Spectrogram

Orders ->

Accel back right Accel front left

16.1.2008 19

Measurement Report

A protocol is generated for every unit. It holds information about unit type,serial number, time of measurementand defect report.

There are three kinds of report:

Short:: serial numbers only for goodunits, defect report for failing units.Normal: Report line for every unitLong: All measurement values in tabular form.

Around 300 measurement resultsare stored in a protocol database forstatistical evaluation. 5000 units useabout 20 Mbyte of disk space.

The test stand control system can request several protocol variantsfor own recording purposes.

16.1.2008 20

Management of Multiple Test Benches

Server

Parameter Setting and Statistical Evaluation

Test Benches

Intranet

DataParameter

PC withInternet Explorer

Central archive of test results Parameter setting and statistical evaluation from every PC with intranet access.

16.1.2008 21

RotasAnalyzerRotas

Analyzer

MeasurementDatabase

MeasurementDatabase

MeasurementArchives

MeasurementArchives

RotasPresentation

RotasPresentation

Intranet StatisticsIntranet Statistics

Rotas Data Flow

Server or Test Stand

Test Stand

Work Group PC

Work Group PC has presentation software installedCan use Intranet statistcis via Internet Explorer

16.1.2008 22

GM6R Silao Stand 2 Type 8CKA [80] Serial 618CKA20013288 29.Feb'2008,07:08:09 Transmission NOK ***--------------------------------------------------------------------------------code errortext gear value limit avg u O/Tp ch16718 Transmission: Order loud in 6-Coast 6-sC 92.3/ 90.1/ 66.7 dBg 57.00 R116718 Transmission: Order loud in 6-Coast 6-sC 96.4/ 92.6/ 76.8 dBg 53.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 93.5/ 93.4/ 77.5 dBg 54.50 MixR16718 Transmission: Order loud in 6-Coast 6-sC 96.5/ 95.5/ 77.7 dBg 76.50 MixR16718 Transmission: Order loud in 6-Coast 6-sC 93.8/ 88.1/ 72.1 dBg 133.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 89.5/ 88.7/ 72.6 dBg 135.50 MixR16718 Transmission: Order loud in 6-Coast 6-sC 89.1/ 89.0/ 72.8 dBg 136.50 MixR16718 Transmission: Order loud in 6-Coast 6-sC 90.8/ 89.1/ 74.4 dBg 147.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 93.2/ 92.8/ 77.0 dBg 166.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 92.7/ 92.7/ 76.7 dBg 176.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 95.1/ 91.2/ 75.4 dBg 198.50 MixR16718 Transmission: Order loud in 6-Coast 6-sC 99.0/ 95.1/ 78.4 dBg 233.00 MixR16718 Transmission: Order loud in 6-Coast 6-sC 96.3/ 95.2/ 78.4 dBg 234.50 MixR

Order Spectra

618CKA20013288 29.Feb'2008,07:08:09

und PrüftechnikIndustrielle Meß-

GM 6R Order Spectra

Mix in 6-sC

80 dBg

90 dBg

(236.0, 399.0): 72.6640 50 100 150 200 250 300 -

0

50

100

150

200

250

300

350

400

450

Ord

0 50 100 150 200 250 300 350 400 450 500 Ord60

65

70

75

80

85

90

95

100

105

110

115

dBgMixR (264.0 -)

Unit x multiple runs in pink. First run highlighted in blue.

16.1.2008 23

Order spectra of production units can be displayed in Campbell or in 3-D graphs. Cuts in the order or in the unit direction show order amplitude versus units or the spectrum of one unit. The pictures show the order spectra of 300 production units. A ghost order of 118 is present in the first 40 units tested.

Spectral Statistics

16.1.2008 24

Order Tracks

During the ramps, spectralcomponents are evaluated overthe speed.

Usually, the main gear meshorders and their harmonics aretracked.

In addition, energy in order bandsmay be tracked as well.

Track limits (shown in red) can beself learned or set manually.

16.1.2008 25

Complete Data Report of a single Unit

Macro controlleddisplay of archiveddata.

The database isused for searching of serial numbers, test results etc.

Then thepresentationsoftware displays a full measurementreport

Sensor Group 1

16.1.2008 26

Intranet Statistics

The information of the SQL measurement database can be retrieved via the intranet.

The production results and the measurements can be seen online.

An arbitrary time interval can be selected for the analysis.

16.1.2008 27

Statistical Evaulation for Types and Benches

Test results The evaluation can be done over gearbox types or over test benches.

Any time interval can be specified.

16.1.2008 28

Measurement Statistics and Bench Comparison

Over 300 individual measurement results can be evaluated.

The comparison of test benches makes it easy to administer large production facilities.

16.1.2008 29

Reject Analysis, Top n and Type Specific

The results are shown both in tabular and in graphical form