six sigma project
TRANSCRIPT
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PROJECT AT GLANCE..
Focus : Improve productivity of Compression MachineProject ID : Six Sigma ProjectDate : Dec.2011Green Belt : Mr. Yogesh Tripathi
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SUMMARY OF PROJECTProject Name : Improvement of OEE of compression by 10% Define | Project scope, team formation, project plan & charter. Measure | Use of C & E Diagram for route causes (Brainstorming conducted). OEE tool used. Analyze | Availability loss is mainly from changeovers & break down Performance loss is mainly due to machine setting and RPM Quality losses is mainly significant to individual neglianceImprove | Interpretation & action plan for Product c/o, breakdown , m/c setting & RPMControl | Skill matrix / ownership applied OEE comparison (Before:-44.11%,After:-56.81%) Project benefits & financial calculations Monitor action steps & form system
Chart1
46
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OEE
Sheet1
OEE
Before46
After56
To resize chart data range, drag lower right corner of range.
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Define
Charter1.2
Team Charter
Project :Reduce product length variation From 182-192 to 182-186
Business CaseOpportunity Statement
This project supports our Business objective of improving Plant performance thru' reducing length variability. From 182-192 to 182-186Current length range is 182-192 it is an opportunity to
reduce length variablity to 182-186
Low variablity in length will improve PHD loading performance and reduce RT
This project is towards material saveing by reducing length variation .Process sigma improvement for length from 1.5 to 2.5 sigma level.
Goal StatementProject Scope
Reduce length range from 182--192 to 182-186 (large & small)
Reduce length std. Dev. From 2.65 to 2.0
Process : Dipping
Financial benefit :Reduction in length variation leads to reduce productStart point : Glass former inventery
weight by 0.04 gms/PC for higher length condomGlass former assembly
which gives finincial benefit of 4.0 K $line conveyor fitting
End point : QC inspection
Project PlanTeam Members
Champion :RSWork's Director
Task/PhaseStart DateEnd DateActual EndBB :SRDSr.Mgr.Engg.
Form team19/09/0423/09/04Process Owner :R S TabadeDipping Incharge
Finalize Charter24/09/0430/09/04Green Belt :DineshOfficer QC/Lab
Gather data01/10/0420/10/2004Member :VGFinance Maneger
Analyse Data21/10/200430/10/2004Member :PallaviQA,Jr.Executive
Select Solution1/11/0410/11/04Member :SNQA,QC & TECH.Manager
Implementation11/11/0425/11/2004Member :DNKSup-QC
Verify solution26/11/200420/12/2004Member :YGDSup- Diping
Close and RecognitionMember :Bhagwat K.Worker Assembly
20/12/200430/12/2005Member :LPKTester QC
Reduce glass former variationfor all types.thrua) Review of glass former specification, b) Release criteria c) Including all dimenstions, d) New gauge GO/ NO GO & e) Method of measurement.
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schedule1.2
PROJECT PLAN
PHASEACTIVITYSEPT-04OCT-04Nov-04Dec-04
WK4WK1WK2WK3WK4WK1WK2WK3WK4WK1WK2WK3WK4
DEFINEIdentify buisness opportunity
Finalise project charter
Finincial benefit explanation
Charter Evaluation
Form team & gather data
Project schedule
Team Building
SIPOC
Top down charting
Process Flow Chart
VOC/VOB to CCR/CBR
Quick win Opportunity
MEASUREPlot & Analyse data
Mesurment system Analysis
Special cause
Determine sigma performance
Collect other base line performance data
ANALYSEValidate root cause
Source of variation
FMEA
Problem statement
Potential solutions
IMPROVESolutions
Process maps & documentation
Implementation mile stone
Improvement impacts & benefits
Story board
Change maps
CONTROLProcess control system
Standerds & procedure
Trainning
Team evalution
Change implementation plans
Potential problem analysis
Pilot & solution results
Success stories
Trained associates
Replication apportunities
Standerdization apportunities
Run chart1.1
Identify Buisness opportunity
180
Higher Length
box plot1.1
Hypothesis for normality of data :Ho : Data is normal,Ha : Data is not normal
Condition :P- value > 0.05 fail to reject Ho,P- value < 0.05 reject Ho
P- Value is 0.251 is moreP- Value is 0.587 is more
than 0.05 Fail to reject Hothan 0.05 Fail to reject Ho
Two-Sample T-Test and CI: Length-182, lenghth-192
Two-sample T for Length-182 vs lenghth-192
N Mean StDev SE Mean
Length-182 10 1.4142 0.0260 0.0082
lenghth-192 10 1.4513 0.0239 0.0076
Difference = mu (Length-182) - mu (lenghth-192)
Estimate for difference: -0.037100
95% CI for difference: (-0.060673, -0.013527)
T-Test of difference = 0 (vs not =): T-Value = -3.32 P-Value = 0.004 DF = 17
Two-Sample T-Test and CI: WT.182, WT.192
Two-sample T for WT.182 vs WT.192
N Mean StDev SE Mean
WT.182 10 1.4142 0.0260 0.0082
WT.192 10 1.4513 0.0239 0.0076
Difference = mu (WT.182) - mu (WT.192)
Estimate for difference: -0.037100
95% CI for difference: (-0.060673, -0.013527)
T-Test of difference = 0 (vs not =): T-Value = -3.32 P-Value = 0.004 DF = 17
Hypothesis testHo: WT-182= WT-192HA: WT-182= WT-192
P- Value is less than 0.05Reject Null Hypothesis
regression1.1
Regression Analysis: W BEAD versus length
Regression Analysis: W BEAD versus length, thickThe regression equation is
W BEAD = 0.7390 + 0.003710 length
The regression equation is
W BEAD = 0.522 + 0.00387 length + 2.64 thick
S = 0.0249841 R-Sq = 38.0% R-Sq(adj) = 34.5%
Predictor Coef SE Coef T P
Constant 0.5224 0.3495 1.49 0.153Analysis of Variance
length 0.003868 0.001148 3.37 0.004
thick 2.641 3.394 0.78 0.447Source DF SS MS F P
Regression 1 0.0068821 0.0068821 11.03 0.004
Error 18 0.0112357 0.0006242
S = 0.0252626 R-Sq = 40.1% R-Sq(adj) = 33.1%Total 19 0.0181178
Analysis of VarianceFitted Line: W BEAD versus length
Source DF SS MS F P
Regression 2 0.0072684 0.0036342 5.69 0.013
Residual Error 17 0.0108494 0.0006382
Total 19 0.0181178
Source DF Seq SS
length 1 0.0068821
thick 1 0.0003863
Unusual Observations
Obs length W BEAD Fit SE Fit Residual St Resid
16 182 1.46500 1.41130 0.00882 0.05370 2.27R
R denotes an observation with a large standardized residual.
financial benifit1.1
Sr.noLengthThicknessT.WeightWt.withoutBeadSr.noLengthThicknessT.WeightWt.withoutBead
OpenCloseMidAvg.S.IBeadWt.OpenCloseMid.Avg.Single wallBeadWt.
11920.1360.1420.1450.1410.0711.6611.4790.181
20.1330.1470.1500.1430.0721.6071.4120.192
30.1260.1400.1440.1370.0681.6491.4550.192192Min.0.1260.1360.1420.1370.0681.6071.4120.181
40.1450.1400.1540.1460.0731.6711.4680.202Max.0.1450.1470.1540.1460.0731.6791.4800.224
50.1330.1460.1510.1430.0721.6791.4800.197Range0.0190.0110.0120.0100.0050.0720.0680.043
60.1270.1360.1480.1370.0691.6641.4540.208Avg.0.13410.14050.14760.1410.0701.6531.4510.200
70.1350.1380.1460.1400.0701.6541.4390.214
80.1330.1410.1440.1390.0701.6561.4310.224182Min.0.1290.1320.1380.1360.0681.4931.3830.187
90.1330.1360.1520.1400.0701.6611.4710.189Max.0.150.1530.1540.1470.0741.6771.4650.251
100.1400.1390.1420.1400.0701.6271.4240.202Range0.0210.0210.0160.0110.0050.1840.0820.064
SummeryMin.0.1260.1360.1420.1370.0681.6071.4120.181Avg.0.13790.14220.14670.1420.0711.6201.4140.225
Max.0.1450.1470.1540.1460.0731.6791.4800.224
Range0.0190.0110.0120.00966666670.00480.0720.0680.043Difference0.0000.0000.1140.029-0.006
Avg.0.13410.14050.14760.14073333330.07041.65291.45130.2001-0.001-0.00030.0020.015-0.027
-0.001-0.001-0.112-0.014-0.021
Sr.noLengthThicknessSingle wallT.WeightWt.withoutBead-0.002-0.0010.0330.037-0.025
OpenCloseMidAvg.BeadWt.
11820.1440.1400.1490.1440.0721.6291.4030.224
20.1320.1520.1480.1440.0721.6011.3960.204
30.1420.1430.1540.1460.0731.6771.4300.246
40.1380.1320.1400.1370.0681.6451.3970.248
50.1400.1390.1490.1430.0711.6681.4460.222
60.1300.1420.1480.1400.0701.4931.4650.227
70.1290.1370.1430.1360.0681.6351.3830.251
80.1500.1440.1380.1440.0721.6181.3940.224
90.1360.1400.1480.1410.0711.6241.4060.217
100.1380.1530.1500.1470.0741.611.4220.187
SummeryMin.0.1290.1320.1380.1360.0681.4931.3830.187
Max.0.150.1530.1540.1470.0741.6771.4650.251
Range0.0210.0210.0160.01066666670.00530.1840.0820.064
Avg.0.13790.14220.14670.14226666670.07111.6201.4140.225
Difference
SummeryMin.0.0000.0000.1140.029-0.006
Max.-0.001-0.0000.0020.015-0.027
Range-0.001-0.001-0.112-0.014-0.021
Avg.-0.002-0.0010.0330.037-0.025
loosely load
Length RangeHigher length
182-186187-192
Tightly LoadLoosely Load
No Air pocket
Air Pocket
aoql1.1
49
66
54
QA Testing in Month of Sept.04 PHD Bgwise testing per bag 80
No ofNo of%Holes Break up and analysis
SamplesDefectsDefectsPositionNo of HolesDirtCoagulumClearbubbleDamageOther
413601940.4690522244BT49474324749
BM6651012331566
BB54597423654
Teat2523835425
Total194162931138322194
%8.2514.9515.986.7042.7811.34100
0.00444874270.4448742747%0.0390.0700.0750.0310.2010.053
clearCoagulumBubbleM.damageText damageDirtWet patchW.spotCluster
1940.469052224431291383916661
1860.4497098646
1820.4400386847
PHD Bagwise Testing By QA in Month of Sept.04
Sample Size : 80 Pcs / Bag. Total sample tested : 41360
PositionBTBMBBTeatTotal
Holes49665425194
PHD Bagwise Testing By QA in Month of Sept.04
Sample Size : 80 Pcs / Bag. Total sample tested : 41360
PositionBTBMBBTeatTotal
Holes49665425194
Holes Analysis
Dirt455216
Coagulum7109329
Clear4127831
Bubble334313
Damage243123583
Other756422
Current proc. Average 0.46 % for 194
Projected Proc.Average 0.44 %
Process Average Improvement By 0.02 %
B/T= 4925.3%
Teat=2512.9%
B/B = 5427.8%
B/M = 6634.0%
Finincial benifit1.1
Projected Cost -Benefit calculationTRIAL - 1With BeadWithout BeadXY
With BeadWithout BeadBead Wt.
Total annual plant capacity250 MpcsSr. no182192182192DifferenceDifference
11.531.521.331.39-0.010.060.2
36% of product is90000000(90 Mpcs)21.541.531.341.38-0.010.040.2
having Higher length100000031.591.571.371.42-0.020.050.22
25041.591.551.381.39-0.040.010.21
Each higher length condom3600000In gms25000000051.541.631.331.440.090.110.21
consumes 0.04 gm excess61.561.551.351.38-0.010.030.21
Material71.561.591.361.370.030.010.2
81.581.571.371.39-0.010.020.21
Converted to Kgs3600Kgs91.571.521.381.37-0.05-0.010.19
101.551.581.361.390.030.030.19
Cost of compounded51Rs/Kg.Average0.035
LatexTester : SAMin0.01
Max0.11
Cost benefit51 X 3600In INR
Cost benefit183600In INRTRIAL - 2
Without Bead length measurement after bead removel
Cost benefit in dollars USD3906in US$182--186187-192
LengthWeightLengthWeightDifference
Annual Cost Benefit4.0K1851.451871.540.09
1841.471871.490.02
1841.521871.520
1841.481881.490.01
1851.391901.510.12
Tester : SAAverage0.048
TRIAL -3
With Bead length measurement
182--186187-190
WeightWeightDifference
1.41.35-0.05
1.371.40.03
1.361.34-0.02
1.341.380.04
1.361.360
1.351.390.04
1.331.370.04
1.361.34-0.02
1.371.370
1.341.390.05
Tester : SR
TRIAL - 4With bead 190 mm lengthWith bead 185 mm lengthDifferenceBead Weight
Double wallSingle wallWeightDouble wallSingle wallWeight
0.1360.0681.550.1360.0681.60-0.0500.1978
0.1390.0701.610.1450.0731.62-0.0100.1938
0.1360.0681.620.1430.0721.63-0.0100.2307
0.1360.0681.610.1310.0661.570.0400.2323
0.1410.0711.560.1370.0691.63-0.0700.2079
Without bead 190 mm lengthWithout bead 185 mm lengthDifferenceBead Weight
Double wallSingle wallWeightDouble wallSingle wallWeight
0.1340.0671.360.1390.0701.37-0.0100.2156
0.1390.0701.410.1410.0711.410.0000.1937
0.1350.0681.430.1440.0721.400.0300.2007
0.1420.0711.420.1370.0691.400.0200.1934
0.1380.0691.380.1320.0661.370.0100.2270
Tester : LPK
Bead
beading brush adjustment from both side is equal
and directly affecting on th length
SMART1.2
Specific
Does it address a real business problem?
Yes, Higher oprating band(182-192) of product length leads to consume excess material.
Measurable
Are we able to measure the problem, establish a baseline, and set targets for improvement?
Yes , Our existing length range is 182 - 192 and we set target to reduce to 182 - 186.
Attainable
Is the goal achievable? Is the project completion date realistic?
Yes , Project will complete as per schedule in project Plan.
Relevant
Does it relate to a business objective?
Yes, Higher length leads to higher material consumation and it is direct related to business objective.
Time Bound
Have we set a date for completion?
Yes , 30 December,2004
SMART
revised charter
Team Charter
Project :Improve productivity of compression machine
Business CaseOpportunity Statement
Improve availability of machine,
This project supports our Business objective of improving Plant performance thru' increasing productivity of compression m/cReduce machine downtime,
Reduce Tab. wt.variation.
Goal StatementProject Scope
To increase Overall equipment efficiency by 10%Process : Compression
Start point : Dispensing
Granulation
Compression
End point : QC inspection
Project PlanTeam Members
Task/PhaseStart DateEnd DateActual EndProcess Owner :AM prod'n
Form team20-Dec-1120-Dec-1120-Dec-11Member :Maint
Finalize Charter22-Dec-1122-Dec-1122-Dec-11Member :Maint
Gather data24-Dec-1124-Dec-1124-Dec-11Member :Prod'n
Analyse Data29-Dec-1129-Dec-1129-Dec-11Member :IPQA,
Select Solution5-Jan-125-Jan-125-Jan-12Member :Mentor
Implementation6-Jan-126-Jan-126-Jan-12Member :Prod'n
Verify solution8-Jan-128-Jan-128-Jan-12Member :Operator
Close and Reco12-Jan-1212-Jan-1212-Jan-12Member :Operator
Member :Operator
Reduce glass former variationfor all types.thrua) Review of glass former specification, b) Release criteria c) Including all dimenstions, d) New gauge GO/ NO GO & e) Method of measurement.
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1.3 team building
Minutes of Meeting On Six Sigma
Project : Reduce Length variablity
Date24/09/2004
VenueTraining Room
Start Time1:00PM
End Time5:00PM
Dinesh DeshpandeGreen Belt
Team Members
R.S.TabadeProcess Owner
Yogesh DeshmukhMember
Dhiraj KandiMember
Absent
Topics of training
1Introduction / Overview of Six Sigma Program
2How our project is selected
3Six Sigma Foundations
4Define Phase
1.1 Identify , Prioritize and select the improvement opportunity
1.2 Develop Project Team Charter
1.3 Build Effective Team ( Team Growth Stages , Code of conduct , Brainstorming)
1.4 Customer & customer requirement
5Recap of topics disccussed.
1.3Team Brain storming
Minutes of Meeting On Six Sigma
Project : Reduce Length variablity
Date01/10/2004 & 02/10/2004
VenueLaboratory
Start Time11:00PM
End Time12:30PM
Dinesh DeshpandeGreen Belt
Team Members
Yogesh DeshmukhMember
Dhiraj KandiMember
Manish DixitMember
L.P. KhandagaleMember
Topics of Brain StormingDiscussion on Topics
1Charter evaluation1Next steps of project
2Sipoc2Success criteria of project
3Process Flow Chart3Milestones to reatch target
4Top Down Charting4Effort required
5VOB-VOC5Data collection
6Functional deployment chart6Effect of length on AOQL
7Quick win Opportunity7Roll of beading brush
on length of condom
Information shared to absent member
Kano analysis
Customer : PHD Dept. Internal customer (process Partner)
Satisfaction+
DelightersLength Range 182-186
Service Fully Functional
Service Dysfunctional
-Dissatisfaction
Must be - Satisfy condom standard requirement
Kano Analysis: Classifying Customer Needs
VOB
Voice Of Buisness
CTQ'SCCR'SCustomerVOC
Issues
Produce productlength shouldHigher length condom
with lowbe in thenot fully load on mandrillHigher length
length range ofrangeand forms air pocket>186 leads
182-186 mm182-186at teat area which isto increase
not detected for holesPHD RT %
VOBBusinessCBR'SCTP'SLower length condomLower length
Cost EffectiveIssuesMaintain lowNot match to the mandrill
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Copyright 2002 Motorola. All rights reserved.
1.4 -- *
1.4 Identify Customers & Customer Requirements
Kano Analysis: Classifying Customer Needs
Primary Satisfiers
Length range 182-192
Airlines Example:
Must Be: Bin Space, luggage delivered with person
Primary Satisfiers: Leg space, arrival time
Delighters:Extra miles for web based reservations
Point out how this fits into VOC
Have an awareness discussion
Whether you formally do Kano Analysis isnt the point.
The end result is that GBs have things theyre measuring that are important to the customer. And it is a moving target, very dynamic, changes. Its difficult to measure what they (customer) want and what changes. Prioritization and classification can help.
Airlines Example:
Must Be: Bin Space, luggage delivered with person
Primary Satisfiers: Leg space, arrival time
Delighters:Extra miles for web based reservations
Point out how this fits into VOC
Have an awareness discussion
Whether you formally do Kano Analysis isnt the point.
The end result is that GBs have things theyre measuring that are important to the customer. And it is a moving target, very dynamic, changes. Its difficult to measure what they (customer) want and what changes. Prioritization and classification can help.
MBD0002CF5F.unknown
MBD0001CF94.unknown
MBD0002C332.unknown
MBD0001C7A6.unknown
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PROCESS FLOW CHART
STARTDISPENSINGSIFTING/DRYINGGRANULATIONCOMPRESSIONBLENDINGCOATINGSORTINGBLISTERINGPACKINGB.S.R.
CHECK
DispatchDefineFocus
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ABOUT COMPRESSION MACHINECompression machine is used for producing oral dosage (tablets) by applying of required pressure.Compression m/c consists of upper punches, lower punches & die cavity in which upper & lower punches are forced to form a tablet applying requisite pressure.
Upper PunchLower PunchGranulesDieDefine
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Define
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Define
SIPOCSupplierInputProcessOutputCustomerStoresGranulationCompressionDispensing Dept.- Change over processCompressedPrimary packing Accuracy in weighingGranulationTabletsDepartmentCross check - Granulation end point RPMThickness-LOD - Line clearancescrap - Sieving - Friability- Bulk Density - Avg.wt.Defective Secondary -Hardness/ThicknessTab. scrappackingBlending - Disintegrity DepartmentLubrication - Batch YieldLeft overMixing time - Documentationscrap - QC CheckCoating
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Highlight key suspected Xs for focus & analysis
Measure Spare (M)Fine granules (L)Change over frequency (H)Prodn plan (L)RPM (M)Room temp.high (L)Lab testing method (M) COMPRESSION M/CMachine start (H)Machine setting (M)Skill (H)Pully alignment (H)Vibration(H)Speed (H)Old/new M/c (H)R.M.quality (L)Loading plan (L)Noisy (L)Dusty (L)Moral(H)Discipline (M)Idle time(H)Tab.wt. (L)Granulation procedure (L)High moisture (L)Over dry granules (L)Training(H)Punches variation (M) Prev. Maint. (H)Break down (H)Compression m/c outputMan
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Measure
out put indicators
Process Element and Indicator Relationship
SupplierInputProcessOutputCustomer
Compounding Dept.Compounded latexGlass former fitting
Ammonia solutionto conveyor chainUntestedPHD Dept.
Glass former supplierGlass Formerswith assemblyCondoms
Assembly componentAssembly componentcomponent
supplier-CupCondom ManufacturingNon stripping
-Rubber sleve- Dippingscrap
- Spindle- Drying
- Bearing- Bead formationDefective
- Star washer- Leatchingcondom scrap
- Check Nut- Stripping
- Gear- Treatmentsilica powder
HCL and NaOH- Hydroextrationscrap
Process chemicalM-D & M-T chemicals- Vulcanisation
supplierSilica- QC Dim. Check
Silicone defomer
Input IndicatorProcess indicatorOutput Performance
Sweel indexDipper latex tempRaw material actual cost
Latex CTRDrying oven temperatureProcess average
ViscosityBead brush adjustmentVisual defect
PHBeading rackDimention of condom for
MSTLeach tank tempLength
TSCID & IT concWidth
Assembly component sizeTreatment screen speedThickness
Glass former sizeSilica slurry spc.gr.Weight
Cup & spindleSizeSilica drum speedBead diameter
sleve sizeHCL acid concentrationEx-vulcanisation result
Conveyor PlateHot water rinsing
Machine speed
Glass former & asembly fitting
Latex level
Oven filter
Sheet2
MSA for condom Length Measurement
Operator-1
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Project Focus-1
MSA for condom Length Measurement
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project focus-2
Condom Length
X1X2X3
INPUT VARIABLEPROCESS VARIABLEMEASUREMENT VARIABLE
X11X13X21X22X31X32
Glass former sizeAssembly component SizeFormer & Ass. FittingDipping ProcessOperatorDimensionalCheck
X111X112X131X132X211X212X213X221X222X223X311X312X313X321X322X323
X12
Different Former SupplierOld and New FormersConveyor PlateDifferent size of componentsOld / new componentsCup & GF FittingSpindle cup FittingAss.Fitting to conveyorBeading Brush AdjustmentBeadingrack adjustmentLatex Dip Tank LevelOperator-1Operator-2Operator-3SamplingTest methodTest Equipment
Y
cause & Effect
Conveyor plate
Adjustment
C&E Matrix
ProductivityQualitywt.variation
Y1Y2Y3Output indicator
123importance
Sr.NoInput /Process indicator------Correlation of input to output----------Total----
1Prev.maint./ Break down930114
2M/c change over time90090
3M/c setting390102
4Granulation390102
5Speed (RPM)933129
6Training33054
7Skill33369
8Machine loading plan90090
9Priority30030
Scale :NoneLowModerateStrong
0139
operational defination
OPERATIONAL DEFINITIONS
Condom length : Length of condom is length Measured Excluding Teat Portion.
Condom Length : Length of condom is a smallest value of length can be read
on the Scale of Length mandrill to the nearest milimeters out
side open end of condom
Sample Size : 5 condoms measured for length at Ex-Vulcanisation
Dimentional Check
Testing frequency : 5 Pcs from each Bag (2 Hrs Dipping Production per line)
Condom Standard Requirement : Minimum individual condom length should
Not be less than 180 mm
Current operating range is : 182mm To 192 mm
Project target range is : 182mm To 186 mm
Process Average : No of Defects X 100
No of samples
Glass former : : Glass shape or mould of condom profile
Cup : : Glass former is fixed in it with help of sleves
Spindle : Cup fitting in spindle and it fixed to line conveyor plate
Beading Brush : : Brush which forms bead to open end of condom
Sheet1
QC Operator-1QC Operator-1QC Operator-1QC Operator-1QC Operator-1
Sample-1Sample-2Sample-3Sample-4Sample-5Sample-1Sample-2Sample-3Sample-4Sample-5
Reading -1Reading -2Reading -1Reading -2Reading -1Reading -2Reading -1Reading -1Reading -1Reading -2Reading -1Reading -2Reading -1Reading -2Reading -1Reading -2Reading -1Reading -1Reading -1Reading -2
MSA
MSA - Measurement System Analysis For Length
Operator-->RSPRSKSRRLPKGage R&R Study - ANOVA Method
Sample NoReading-1Reading-2Reading-1Reading-2Reading-1Reading-2Reading-1Reading-2Gage R&R for Result
1180180180181182182182182Gage name: Length Mandrill
2188188189189189189188188Date of study: 27/10/04
3179179180180180180180180Reported by: Dinesh
4181181182181182182182181Tolerance: 1mm
5191191191191192192191191Misc: Condom Standard Applicable - Schedule'R'
Two-Way ANOVA Table With Interaction
Source DF SS MS F P
Part 4 835.900 208.975 491.706 0.000
Operator 3 7.275 2.425 5.706 0.012
Part * Operator 12 5.100 0.425 5.667 0.000
Repeatability 20 1.500 0.075
Total 39 849.775
Gage R&R
%Contribution
Source VarComp (of VarComp)
Total Gage R&R 0.4500 1.70
Repeatability 0.0750 0.28
Reproducibility 0.3750 1.41
Operator 0.2000 0.75
Operator*Part 0.1750 0.66
Part-To-Part 26.0688 98.30
Total Variation 26.5187 100.00
StudyVar %StudyVar
Source StdDev (SD) (6*SD) (%SV)
Total Gage R&R 0.67082 4.0249 13.03
Repeatability 0.27386 1.6432 5.32
From Above Analysis Graphs and Statistical anova it is clear that the measuring system is stable and producing result is compatable and giving result in the variablity of 13.03%.Repeatablity 5.32%and Reproduceablity is 11.89% As per six sigma methadology.Operator 0.44721 2.6833 8.68
Operator*Part 0.41833 2.5100 8.12
Part-To-Part 5.10576 30.6345 99.15
Total Variation 5.14964 30.8978 100.00
Number of Distinct Categories = 10
Gage R&R for Result
Base line performance
PLRPLDWSP
Batch NoLengthWeightBatch NoLengthWeightBatch NoLengthWeightBatch NoLengthWeight
0408210223PLR0408230323PLDWSPPLP0409160123
11871.8111851.7511951.6211881.70
21891.7521841.7521851.6121901.77
31871.7331871.7931871.6231951.73
41861.7741851.841851.6641851.68
51851.7551881.7851921.651861.73
11841.7311821.7711851.5811851.70
21861.6521841.7321951.6121841.76
31871.7331781.7631951.6231861.74
41851.7641851.7141861.5841851.71
51801.7351801.7751901.5951881.67
11851.811881.811861.611841.70
21841.7321851.7721901.6421901.68
31851.7831861.7731901.5831881.74
41881.7241841.8241881.5841901.75
51851.851851.7951901.6451861.75
11851.811851.7211901.5911901.76
21801.7521861.7521891.5921821.70
31861.8131881.8231881.6131881.69
41861.841861.7141851.6341901.74
51851.7151851.7651901.651821.73
11871.7211901.711851.6511851.73
21901.7421871.7321861.5721861.75
31891.7331921.7931851.6931881.76
41861.7141901.6941901.6641901.76
51851.8551881.6451881.6451881.76
11801.8111871.7211901.611851.71
21871.6921881.721841.6921901.74
31881.6831851.7631901.7231921.75
41851.841841.7141841.641881.77
51871.7151861.6551841.6251861.75
0408220223040824032311901.7211851.70
11861.7411811.721851.6821841.70
21861.821811.6831901.6431901.72
31841.931801.6841901.6641861.73
41891.8741841.6851891.6751851.80
51901.7751791.6311841.6211851.73
11801.7811821.7321841.6721861.75
21821.7121851.7231891.5931881.77
31801.831851.6741851.5841901.78
41861.7141821.6951841.5751891.79
51851.851851.6811891.6311941.76
11801.8311841.6721901.6321891.78
21801.6921801.6831891.6131891.70
31861.7231851.6741851.6241861.80
41851.8741861.6651901.5951881.76
51841.8751851.7111851.6111891.67
11851.7911841.6521861.6221861.65
21861.9521851.6331901.6431881.66
31901.7431861.6741891.6141861.67
41861.8241841.6651901.6451881.65
51851.7251851.6711801.6211891.63
11871.6211841.6521841.5921881.68
21861.7321871.5931801.6131851.68
31851.7131841.541851.5741901.69
41841.7441841.5951841.6351901.72
51851.7451791.6311801.6111861.69
11881.7911861.6621851.6221861.66
21871.821841.6531901.6431841.66
31851.8131841.6341901.6241881.66
41861.7141811.6751901.6351921.73
51871.7151841.61
040823022304082503231
11801.9911841.642
21841.5821811.633
31831.7931801.654
41761.841831.695
51851.8151841.681
11841.7811801.592
21801.8521801.693
31821.7731791.734
41831.7741791.665
51841.7851831.671
11801.6811841.72
21851.7921881.683
31841.6831861.754
41801.7241871.725
51861.851871.681
11861.6511881.72
21901.8621871.653
31881.7531871.634
41891.8241881.715
51881.7251881.681
11801.6611841.682
21861.7921841.73
31871.6931831.774
41851.7241881.755
51871.7351881.681
11791.7711881.722
21861.6921861.723
31871.631881.774
41871.6941851.665
51781.5651861.75
Measurement Plan
Sr.NoPerformance MeasureOperational DefinitionData source and locationSample SizeWho will Collect dataWhen will the data be collectedHow will data be collectedOther data to be collected at the same time
1Glass former lengthLength of glass former measured in mmActual measurement of glass formers for PSP variant40LPKData collection will start from 01/11/2004Data will be collected by Actual MeasurementNil
2Cup Sizecup length in mmActual measurement of Cups25LPKData collection will start from 01/11/2004Data will be collected by Actual MeasurementNil
3GF-Cup lengthTotal length after GF fitting in CupActual measurement after fitting GF-CUP100LPKData collection will start from 01/11/2004Data will be collected by Actual Measurement
4GF-Cup -Spindle lengthDistance between Spindle coller to GF after GF-Cup-Spindle fittingActual measurement after fitting .GF-CUP-Spindle100LPKData collection will start from 01/11/2004Data will be collected by Actual MeasurementNil
5Condom length Side -A Side-BLength of condom produced from line side-A and line Side BActual measurement on the length Mandrill samples collection from Ex-Vul.60+60LPKData collection will start from 01/11/2004Data will be collected by Actual MeasurementBead Diameter of same sample
6Line triallength of condom produced in line trial after implementing all solutionActual measurement on the length Mandrill samples collection from Ex-Vul.15 daysShift testersData collection will start from 25/11/2004 to 28/11/2004Data will be collected by Actual MeasurementThickness, weight,Bead diameter
Road map
PartRoad MapVariationSolution
11) 100 GF collected from glass former stock mix (korian & JBB) DotttedYES
2) Without cup 100 GF Measured for lengthSorting and
3) Analyse data and prove that there is variation in glass former size in two sizesGrouping
4) Sorting of glass formers in size wise groupsof glass
5) Collect Separate samples from korian and techno (Korian & JBB)
6) Analyse data and prove that no variation within groups
21) Glass formers samples fitted in cups with sleves
2) Measured their length including cupsNONot needed
3) Analysis of data to give no contribution of cup and Sleves fitting in length variation
31) Cups with GF is then fitted to spindle on line.YESCheck fitting
2) Measured their length including spindle.measure length from spindle coller
3) Analyse to prove that there is a variation in spindle fitting giving different lengths
4) Make arrangement of GF checking after fitting on the line and remove misfit GF
5) Analyse that no variation in fitting of spindle and cups after checking on line
41) After completing above activities collect samples from A side and B side of lineYesBeading Brush Adjustment
2) Measure length and analyse the data to prove length variation side-A & side -B
3) Adjust beading brush to equal level and collect samples from side-A and side-B
4) Measure length and analyse data to prove no variation in length side-A & Side-B
51) Take the line trial with improved GF grouping, fitting and beading brush adjstmentNOProject success
2) collect condom samples and measure length for 3 days production 5 pcs/bag
3) Compare with base data (before improvement) and analyse the data.
4) To prove improvement in length variation in terms of Stdev and Sigma level
6Replicate the solution to all lines and all type glass formersNOFinish
MBD000B108E.doc
MBD0018E55B.unknown
MBD000512DA.unknown
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*Overall Equipment Effectiveness
Metric: Measure of Utilization / PotentialCalculation:
OEE: What is OEE ?Process: Data Info Action
Measure
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**MeasureOEE: What is OEE ?
OEE FactorWorld ClassAvailability90.00%Performance95.00%Quality99.90%Overall OEE85.00%
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Product out put Compressed uncoated tabletM/c set up loss At the beginning of machine start tab. Parameter needs to set Hardness,avg.wt.etcBatch changeover Same product batch change over with same machine change part.Product C/o All sets of change part needs to replace, clean wash of machine & m/c areaLine Clearance IPQA inspection prior to machine start.OEE Time ExplanationTotal available time 720 Min. (8.30 to 20.30)Change room time 15 Min.Tea break Time 15 Min.Lunch break Time 30 Min.Machine cleaning 20 Min.Net available time 640 Min.
MeasureOPERATIONAL DEFINITION
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OEE TOOL IN MEASURE PHASE FOR DATA COLLECTIONMeasure
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Analyze
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Analyze Prioritization of root causes
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YAnalyzePROJECT FOCUS
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ImproveACTION PLAN
Interpretation & Action plan to increase machine outputOwnerStatus1) Machine Availability time A) Reduction of Product changeover time Apply skill matrix for operator skill improvement SSMDONE Change over steps analyzed & removed idle timeSSMDONE M/c loading plan displayed on board for advanceSSMDONE planning for c/o to operator B) Reduction of machine break down Monthly Plan Preventive Maint. schedule to be circulated to production (Display on Board)BhumkarDONE Some of Plan preventive Maint. schedule revisedBhumkarDONE Spare list & MOL should maintain display on board ( kanban in proposal)BhumkarDONE M/c break down history should maintain by prod'n & maint.(Autonomous Maint.)BedreDONE2) Machine Performance A) Improvement of m/c setting time & RPM Machine ownership system develop (kaizen approach)SSMDONE Track to increase m/c RPM daily, prepare guideline checklistSurvanshiDONE product wise to set standard for RPM Apply skill matrix to reduce operator to operator variation.SawarkarDONE
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Improve
Machine wise Ownership (KAIZEN)Sr.noM/c nameowner1CMB-4 (35 Station)Wagh S.SDouble Rotary "B" Tooling (Old)2Cip.(27 Station)Sarode A.G.Doule Roatary"D" Tooling (Old)3CMB-2 (45 station)M.A. JagtapDouble Roatary "D B" Tooling (Old)4CMB-5 (35 Station)Kapse M.D.Double Roatary "B" Tooling 5SR-1 (16 Station)Wetal S.B.Single Rotary "D" Tooling (Old)6Rimek-( 45 station)Patil M.J."B" Tooling 7Rimek-( 37 station)Wetal S.B."D" Tooling 8Rimek-( 37 station)Sarode A.G."D" Tooling 9Process co-ordinaterSurvanshi
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Compression m/c (Product) change over processImprove
Step no. ActivityActivity Description Time- 1 M/P Time- 2 M/P Actual Avg.Before Actual Avg.after1Machine & area cleaning Previous product powder removal40203030 Machine area dedusting Area cleaning with air Nozzle Cubical area cleaning walls cleaning2Equipment cleaning Deduster cleaning30302020 Metal detector cleaning Dust collector cleaning3Dismantle of parts Punches45303030 Hopper Feed Frame Channel4Washing & cleaning with IPA Hopper30153030 Feed Frame Channel5 cleaning New c/o punches cleaning301515156 Polishing Punches polishing if required453045457 Fitting Punches fitting to machine604560458Part fitting Hopper30202020 Feed Frame Channel9 IPQAI PQA LINE CLEARANCE1515151510 Material Batch movement1010101011 Unaccounted Tool/equipment unavailability450Total280210320260
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The Skill matrix used for work allocation for machine set up & c/oExpert operator will train , guide to Trainee and trained operators for Machine RPM and parameter set up to optimize machine speed to reduce performance lossImprove
Operator Skill MatrixName of operatorSarode A.G.SurvanshiWagh S.SM.A. JagtapSkill MatrixTraineeTrainedTraineeTrainedTraineeTrainedTraineeTrainedSkilledExpertSkilledExpertSkilledExpertSkilledExpertName of operatorKapse M.D.Wetal S.B.Patil M.J.SawarkarSkill MatrixTraineeTrainedTraineeTrainedTraineeTrainedTraineeTrainedSkilledExpertSkilledExpertSkilledExpertSkilledExpertName of operatorP V DeshpandeBhusareJagdaleGoradeSkill MatrixTraineeTrainedTraineeTrainedTraineeTrainedTraineeTrainedSkilledExpertSkilledExpertSkilledExpertSkilledExpertNotification :1)Under Training : -Trainee3)Can work without guidence :-SkilledTraineeTrained2)Can work under guidence :-Trained4)Train others :- ExpertSkilledExpert
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Standardized Product wise checklist to set RPMImprove
Sr.No.Product NameMachine NameRPM1NRemik 45 station m/c352NCMB-2 Dob.ROT.243C-1SR-1284C-2 CMB-5 , 35 station m/c255C-3CMB-5 , 35 station m/c246L-1CMB-5 , 35 station m/c247T-1CMB-5 , 35 station m/c238O-1CMB-4 machine229L-2CMB-4 machine2010E-1CMB-4 machine2011P-2CIP double roat m/c2212E-2Remik 37 station m/c2013C-4Remik 37 station m/c2414C-5CMB-5,35 station m/c1815C-6CMB - 420
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Improve
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Project Comparison & financial gain calculationControl
OEE Gains explanation m/c availability time64010%64Min.saved for 8 m/c512ave.rpm20Rotation ave.50Tab./min.1000Tab/day512000Tab/month15360000Tab.in million /M15.36Cost Minimum/M2227200
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START WITH A VISION.
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..BENCHMARK..
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AND KEEP YOUR EYE ON THE DASHBOARD.
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ANY QUESTIONS
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The journey continues Learning of project Replicated, Initiated project on Blister machine
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