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Reduce Scrapped Filler B30 WPProject ID: 4168
GB Final presentation Template
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C2May 2, 2023 2
• Problem Statement: Approximately 216,000 lbs of filler is scrapped annually in Bldg. 30 through the dust collector system. This filler is estimated to be worth $563,000
• Objective: Reduce lost filler on the B30 WP North dust collector from 433 lbs per day to 201 lbs per day by June 30, 2012.
• Background Information: This has been an ongoing problem for years. The operators and CO’s have requested a serious look and remedy.
• Metric: Lbs lost filler per day• Annualized Stake: The amount of filler scrapped: 2.16 boxes x 201 lbs = 434 lbs 88049 434 lbs x $2.32 (avg cost/lb) x 180 days x 50% = $91M
88138 434 lbs x $2.90 (avg cost/lb) x 180 days x 50% = $113M $22.83 (cost box/pallet/bag) x 425 (reduction) = $10MTotal $214M per year
• Business: SQD• Location: Waterford• Benefit Type : Processing Costs RTA #: 4168• Approval:
– MBB: MJ Pis– Finance: W. Carl Validated: No– Champion: Nicole Ol / Kevin A– Author: B. Secreti
Project Overview
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIAL 3 3
Metric Graph based on Production Data
2.16 boxes per day average (434 lbs)
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C4
Thought Map
WHAT DO WE KNOW?
• FILLER LOSS 600# APROX PER DAY
•SCRAPPED INTO NORTH DUST COLLECTOR
• SOUTH VERY LITTLE
• NUMBER OF TOTES RELATED TO PRODUCTION LEVELS
• AMOUNT OF WASTE NOT TRACKED BY BUILDING.
LOST FILLER?
WHAT DON”T WE KNOW?• WHY
• EXCACTLY HOW QUANTIFY
• EFFECTS ON ALL CUSTOMERS
KEY QUESTIONS
•HAS FILLER LOSS BEEN LOOKED AT BEFORE?
•HAS FILTER MANUFACTURE SEEN THIS ISSUE?
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C5
SIPOCSCRAP FILLER REDUCTION
SUPPLIERS INPUTS PROCESS OUTPUTS CUSTOMERS
•B-30 TREATED FILLER•WP OPERATIONS• TOTE SUPPLIER•INVESTOR$• FUMED SILICA•POLY HOUSE•SHIPPERS •WAREHOUSE•YARD CREW
88049 FILLER88318 FILLERTOTES PLASTIC BAGSDRUMSBOXESTOPSLABOR HOURSLOGISTICAL RESOURCESUTILTIES
•LIQUIDS•OILS•FILLER•HEAT•COOLING•LABOR•ENGINEERING
PALLETSCARDBOARDPLASTICSEALANT &ADHEASIVEPRODUCTSCOATINGSGENERATED WASTE
P&GANDERSONWWTPYARD CREWSHIPPERSRECEIVERSBLD MANAGERMAINTENANCEWAREHOUSEENVIORMENTENGINEERINVESTOR$
FILLER TO FILTERS DURING WP-30 MANUFACTURING PROCESS OWNER: KEVIN ALLEN
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Dust collector
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
M3 - Specify the customers needs
Project Y
The project Y is amount of scrapped filler. Reducing this is a direct cost savings.
Specification Limits
Since the area is currently satisfied with the current performance, specification limits are arbitrary. The real specification is as low as possible. Discussions with the vendor have indicated we should be able to get down to one box per day.
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C8
MSA
8
The actual amount of filler leaving the plant is measured using a truck scale located at Imperial Landfill in Pennsylvania. Decided to use the MSA method for instrumentation because we don’t have a way to do a standard MSA on this scale.
This method requires the following (answers from phone interview with facility manager):
• Is the instrument installed properly – it was professionally installed and maintained
•Is the instrument calibrated at the proper frequency – the state of PA requires annual calibration, the landfill’s procedure is to calibrate quarterly.
•Is this the right instrument for the application – yes
•Are there any known problems with the instrument - no
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
MSA
Based on the answers to the previous questions, we can use the following equations to calculate the
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
MSA - % Study Variation
Calculating the overall standard deviation Y -
Y = 5740
meas = +/- 60 x 2 / 6 = 20 lbs
% Study Variation = 20/5740 = 0.3% !!
This is <10%, so very acceptable
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
MSA - % Tolerance
To calculate % Tolerance, we first need to determine specification limits. Our goal is to move the average, not set an upper or lower specification, so we’ll need to make some assumptions
Current average = 434 lbs per day
Target average = 201 lb per day
USL = 402 lbs LSL = 0 lbs
This may seem like a large range, but an average truck contains 7500 lbs, so it is really only +/- 5%
% Tolerance = 5.15*20 / 434 = 24% - also acceptable, but barely
MSA shows the measurement system is acceptable
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Capability analysis
Is the data normal?
NO
And no transformation worked on the data either
Also, no rational subgroups appeared in the data
Likely due to the way in which the data is generated and collected
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Capability analysis
Do it anyway
Data looks nearly normal (these values are within 100,000)
Zbench = -0.11, not so good
Current process is not capable
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Capability analysis
Shifting the mean, will have to happen to meet the goal
Zbench = 0.52, better
30% out, better than 54%
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Capability analysis
Shifting the mean and improving standard deviation
Zbench = 2.00, even better
96% DPMO reduction if we can shift the mean and tighten up the standard deviation
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C16
PROCESS MAP
TREATEDFILLER
B-30 SILOS
OMYA
NORTH HOPPER
BIN VENT
EASTHOPPER
BIN VENT
SOUTH HOPPER
BINVENT
Funnel To machine
Wp I
Dust collectorEmpty dustcollectors
Scrapfiller
Box For
Transfer
Shipped toPenn.
LEE Q
KEVIN A
TOM L#1
BOB SECRETI
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C17
C&E Matrix or FMEA or Fishbone
Measurement
Filler to dust collector.
*Dust collector; not a filler collector
Mother Nature
Warmer weather =
Clumping of product 4
Machine
Larger pipe then reduced. 1
Higher velocity of air flow 1
2500 cfm
Materials
88049 88318 4Omya pfinly
Boxes covers bags tape filters
Method
Improved piping 1Eliminate piping 2
People
Breathing dust lost productivity
4Shipping cost
internal external
Wp I B-30
Scrap filler
Reduction
1 3
2 4
IMPACT
EASE
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
X’s to Carry Forward
Improved piping – small expense, no investment – good first choice to pursue
Other x’s not to be pursued at this time:
Decreasing air flow velocity – needs investment for Variable Frequency Drive and instruments
Elimination of some piping – requires re-engineering and some investment
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
New part
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
As installed
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C21
Project Performance
Scrapped Filler
0
2000
4000
6000
8000
10000
12000
14000
16000
1800020
11FW
01
2011
FW05
2011
FW09
2011
FW13
2011
FW17
2011
FW21
2011
FW25
2011
FW29
2011
FW33
2011
FW37
2011
FW41
2011
FW45
2011
FW49
2012
FW01
2012
FW05
2012
FW09
2012
FW13
2012
FW17
2012
FW21
2012
FW25
Fiscal Week
Poun
ds F
iller
BoxesBaselineExpected
Since the change
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Post Installation Capability Analysis
Expected DPMO down from 540,000 to 452
Zbench up from –0.11 to 3.32
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Hypothesis Testing
H0 – the data is the same before and after the change
Ha – the data set since the change is statistically different than before the change
Confidence Interval for the difference
does not include 0
P is low – the null must go !
The data sets are different
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Control chart
New Process shows good
control
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Control Plan
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
Project Summary
•Achieved reduction in filler boxes per day from 2.16 to 0.4 per day
•Savings tracking to over $400,000 per year in 3 areas:
•$400,000 in filler that isn’t being scrapped
•$14,000 in packaging for filler no longer being scrapped
•$40,000 is waste fees no longer being spent
• 92% DPMO Reduction
•Zbench up from –0.11 to 3.32
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C27
Thoughts on the Methodology
I had expert Master Black Assistance with the statistical portion.
It was a combined effort with data and math. Dave M. helped me.
Thanks Dave
The Green Belt system tools are instrumental in focusing and solving on going issues with cost and productivity. All the folks connected with the organization were concerned and very helpful.
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C28
Summary Slides
• Power Required Standard available voltages 208/230/460/575/400:• 50/60 Hz; 3 Phase• Horsepower Required 3 - 200 HP• Keypad Two user set-points; High and Low. Up and Down• Arrow keys; programmable from front panel• Pressure Range 0-20” wg operating scale controls fan speed based• on system static pressure at dirty air plenum• Output Signal 4-20 mA for remote indication of static pressure• External Inputs Remote contact closure to lock setpoints• Environmental Rating Indoor installation only (NEMA Type 12)• Operating Temperature 32°F - 90°F (0-32°C)• Humidity 0-85%, non-condensing• Altitude 3,280 ft (<1000 Meters)• Approvals UL/CUL •
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIALD M A I C
base FEATURES & OPTIONSbase standard optionalAirflow Controller Window for VFD DisplayVFD (with soft-start capability) properly sized for application Face-Mounted VFD Keypad(changes enclosure rating to NEMA Type 1)Torit Delta P or Delta P Plus On-Demand Cleaning Custom Configurations• Additional Components• Company Specific Components• Other Enclosure Ratings• Additional Motor Starters• Additional Horsepower Available
Copyright 2010 Momentive Performance Materials Inc. All rights reserved. CONFIDENTIAL3030
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