lean sigma introduction
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Copyright 2004Copyright 2004 -- nMetric, LLC.nMetric, LLC.
Jason P. PremoVP Marketing, nMetric LLC
Tuesday, November 16, 2004
seesee
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Lean Six SigmaExecutive Introduction
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Sound Familiar?
Some common themes we hear:
Whats the best methodology to use? We did Lean beforeit didnt work.
We already do Lean, so why Six Sigma? 6 Sigma is too complex/costly for my plant.
Projects take too long to complete Were collecting lots of data, so now what?
I have a Bachelors Degree in MS Excel!
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Meeting Goals
What we will accomplish today:
Understand the Lean-Sigma approach Discuss some of the common challenges
Define the Lean Sigma roadmap Benchmark successful best practices
Note: This is NOTa detailed 6 Sigma or
Lean Manufacturing Training Class
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Meeting Goals
1. Establish Team Charter
2. Identify Sponsor andTeam Resources
3. Administer Pre-Work
4. Confirm Team
5. Define Current State
6. Collect and DisplayData
7. Determine ProcessCapability and Speed
8. Identify Quick Wins
9. Determine Sources of
Variation and TimeBottlenecks
10. Generate Ideas
11. Conduct Experiments
12. Straw Models
13. Conducts Bs and Cs
14. Action Plans
15. Implement
16. Develop Control Plan
17. Monitor Performance
18. Mistake-Proof Process
Project ID Tools Project Definition Form
The Value of Lean SixSigma - NPV/IRR/DCFAnalysis
PIP Management Process
Quality FunctionDeployment
SSPI Toolkit Process / Value Stream
Mapping
Value Analysis ProcessObservation
Time Studies
Baseline Analysis
Brainstorming Voting Techniques
Pareto Charts Affinity/ID
C&E/Fishbones
Check Sheets
Run Charts
Control Charts
Gage R&R Process Capability
Cp & Cpk Supply Chain AcceleratorAnalysis
Multi-Vari
Box Plots
Marginal Plots
Interaction Plots
Regression ANOVA
C&E Matrices
FMEA
Problem Definition Forms
Opportunity Maps
Balance Models
Part Stratification Constraint I.D.
Brainstorming Pull Systems
Setup Reduction
TPM
Process Flow
Kaizen
Strategic Sourcing
Benchmarking Affinity/ID
DOE
Hypothesis Testing
Process Mapping
Bs and Cs/Force Field
Tree Diagrams
Pert/CPM PDPC/FMEA
Gantt Charts
Check Sheets Run Charts
Histograms
Scatter Diagrams
Control Charts
Pareto Charts
Interactive Reviews
Poka-Yoke
DefineDefine AnalyzeAnalyzeMeasureMeasure ImproveImprove ControlControl
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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Speaker Introduction
10+ years inmanufacturing Engineer to VP Ops
Company size from$4Billion to $40million
45+ Lean, Kaizen, Six
Sigma projects Started automationsystem integration firm
Presently a VP ofMarketing at nMetric
Jason P. Premo:
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Speaker Introduction
Company roots arefrom manufacturing
Hydraulic Valves
Patented Software forLean Manufacturers
Real-time Collaborative
Production Management 4C@Site CPM Suite:
link to ERP, scheduling,
execution, tracking,analysis, and alerting
CommunicateMonitoring,Alerting &
Messaging
Collaborateto ERP, SCM,MES, EMI &
Legacy Apps
nMetric, LLC:
CorrelateRole-based
visibility andanalysis tools
CoordinateReal-time
Scheduling &
Execution
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Speaker Introduction
4C@Site for Manufacturing:
Network / Internet
Industrial Network
4C links your top floor tothe shop floor andschedules, coordinates,
executes, tracks, analyzesand alerts on critical
operations in real-time.
ERP Legacy SCM CMMS Database
4C@Site picks up whereERP and other enterprisebusiness systems end.
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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The Need for Change
Manufacturing Focus:
Managing Automation Magazine poll of350+ manufacturers in December 2003
Critical goals for their businesses include: Improve Customer Service Speed & Delivery
Build to Order & Reduce Inventory
Reduce Downtime & Maintenance Costs
Improving productivity is the key!
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The Need for Change
________________________________
Sales $100-Variable Costs $ 60
________________________________
=Contribution Margin $40-Fixed Costs $30
________________________________
=Profit $10________________________________
Productivity Focus: Inflated because ofdefects, scrap, rework,delay, process
inefficiencies, etc
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The Need for Change
________________________________
Sales $100-Variable Costs $ 60 - 5
________________________________
=Contribution Margin $40 + 5-Fixed Costs $30
________________________________
=Profit $10 + 5________________________________
Penny Saved Penny Earned:
A Cost Reduction of (5/60)100% = 8.3%Delivers a Profit Increase of (5/10)100% = 50% !!!
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The Need for Change
Lean Manufacturing
ContinuousImprovement World Class
Manufacturing
Six Sigma
JIT TQC
TQM Kaizen
BPR
Re-Engineering
5-S
Agile
SPC Quality Circles
Change Can Be Confusing:
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The Need for Change
84 world-classcompanies surveyed
GE, Motorola, Boeing,
Phizer, Home Depot, USArmy, DuPont, ITT, etc.
Over use Lean -
Sigma or Six Sigma 88% say improvements
relate to operations/mfg.
55% expect 1 to 7%margin improvement
Manufacturing Trends:
Source: Best Practices, LLC Report 2003
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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What is Lean Sigma?
A Business Strategy:
Focuses on improving allprocesses new product development, administration,
finance, manufacturing, supply chain
Integrates approaches from both disciplines
Lean Manufacturing: time and waste reduction
Six Sigma:process variabilityreduction
Deployed within an integrated and
disciplined project management approach
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What is Lean Sigma?
Focus on reducing the7 Forms of Waste
Anything that adds cost
to the product withoutadding value is waste!
Founded on Toyota
Production System Kaizen, 5S, TPM,
Jidoka, One-piece-flow,
JIT, SMED, StandardOperations, etc.
Lean Manufacturing:
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What is Lean Sigma?
The Toyota Production System:
Just in Time
Continuous FlowPull SystemUncompromising
ServiceLevel Production
Foundation Built on Principles:
Standard Work - Leadership - Workplace OrganizationEmployee Involvement - Equipment Reliability - Supply Chain Effectiveness
Quality / CostDelivery / Safety
Goal is to be #1 in Every Area!
Built In Quality
Line StopVisual ControlsLabor / Machine
EfficiencyMistake Proofing
ContinuousImprovement Culture
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What is Lean Sigma?
Total Cycle Time Approach:
R&D Plan MFG Dist A/R
R&D Plan MFG Dist A/R
Total Operational Cycle
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What is Lean Sigma?
Defining Value Added:
VA Non VA
Total Operational Cycle
What is the amountof time for one unitof product to run
through the plant?(A)
If I placed an ordertoday, when would I
receive it?
(B)
A = ____ B = ____ A / B = ____%
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What is Lean Sigma?
My Personal Example:
VA Non VA
Total Operational Cycle
What is the amountof time to print andpackage a typical
custom labels order?(A)
How long does it actuallytake to process an order
from order entry to
shipment?(B)
A = 4hr B = 168hr A / B = 2.4%
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What is Lean Sigma?
The Business As Usual Approach:
VA Non VA
Total Operational Cycle
VA Non VA Gain
Capital or labor investments usuallyfocus on the Value Addedportion ofthe total cycle, minimizing the gain
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What is Lean Sigma?
The Lean approach:
VA Non VA
Total Operational Cycle
VA Non VA $$$ Gain $$$
Lean identifies the sources ofwaste to reduce theNon Value addedelements
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What is Lean Sigma?
A data driven approach toreducing & controlling thesources ofvariation
What causes a process tonot consistently meet target
Developed by Motorola
and made famous by GE DMAIC & DMADV Methods
DOE, Regression, CpK
Black Belt leaders
DEFINE
MEASURE
ANALYZEIMPROVE
CONTROL
Improve the capability ofyour business to meet
and exceed yourcustomers expectations
Six Sigma:
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What is Lean Sigma?
Understanding Variation:
X X
X
X
X
X
XX
X
Variation or spread oflanding positions
Average or mean locationof all touchdowns
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What is Lean Sigma?
Understanding Variation Part 2:
X XXX XXX
XX
Sowhich pilot would
you choose for yournext flight? Why?
ButSmaller spread orvariation of touchdowns
Notice it has thesame average!
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What is Lean Sigma?
NumberofDefectsNumberofUnits =D.P.U
D.P.Ux10000
00
Numbero
fOpport
unities
=D.P.M.
Op.
Capability=
A quality level of "6" corresponds to lessthan 3.4 defects per million opportunities
(or 99.99966% of the opportunities are within the customer requirements)
Simplifying Six Sigma:
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What is Lean Sigma?
Why Sigma Level is Important:
The cost to deliver a quality product canaccount for as much as 40% of sales price!
An $800 laser printer may have cost themanufacturer $320 just to make sure that youtook home an average quality product
Scrap, Rework, Non-Value Add, etc. For a company with $100million revenue,
the cost of quality is often roughly 25%!
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What is Lean Sigma?
The Cost of Quality
COST OF QUALITY level DPMO Cost of Quality
2 308,537 Not Applicable3 66,807 25%-40% of sales
4 6,210 15%-25% of sales
5 233 5%-15% of sales
6 3.4 < 1% of sales
Each sigma shift provides a 10% net
income improvement!
What if this samecompany could reduceits cost of achieving
quality by 20%?
Operating revenue
would increase by atleast $5 million
Or 50% of the current
operating income!
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What is Lean Sigma?
Measuring Sigma Level:
Estimate theOpportunities
Count theDefects
Defects per million Opportunities
Conversion into "Sigma" canbe accomplished with the helpof a statistical table or software
6 = 3.4 dpmo
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What is Lean Sigma?
Customer Perspective: Delivered Product1 Control Board = 1 opportunity
Production: Processes, Inputs, VariablesControl Board = 1,200 opportunitiesSoftware Code = 12,000 opportunities
Customer Service/Accounting: Number of fieldsPurchase Order = 20 opportunities
Logistics / Shipping: Packaged UnitCorrect Pallet Items = 50 opportunities
Defining Opportunities:
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What is Lean Sigma?
Each Cell Phone has1367 defect opportunities
D.P.Op = 0.035 / 1367 = 0.0000256
D.P.U = 175 / 5000 = 0.035
D.P.M.Op = 25.6
Sigma level : 5.55
175 defects are counted whileproducing 5000 Cell Phones
How to calculate your Sigma level:
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What is Lean Sigma?
Putting it all together:
The Tools:
DMADV Statistical tools
Value Stream Mapping
Quality Function Deployment
Manufacturing Design
Benchmarking CTQ Risk Matrix
The Tools:
DMAIC Statistical tools
Value Stream Mapping
SIPOC
FMEA
Process Mapping Design of Experiments
The Tools:
Cellular Design 5S Workplace Organization
Kanban and pull systems
Setup Reduction (SMED)
Total Productive Maintenance
Poka-Yoke Kaizen Blitz
DFSS Goals:
Integrate Six Sigma from start
Error free product delivery
Integrate Voice of Customer
Multiple customer requirements
Faster time to market
Competitive Advantage
Six Sigma Goals:
Defect prevention
3.4 defects per million
Reducing Variation
Stability
Predictable Processes
Solve complex problems
Improve Value Stream
Lean Manufacturing Goals:
One Piece Flow
Just In Time Inventory
A Visual Factory
Agile Manufacturing
Higher Value-Add %
Overall Equipment Effectiveness
Work Flow Standardization
DFSSSix SigmaLean
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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The Lean Sigma Road Map
Implementing Lean Sigma:
There is no magic bullet everybusiness is different and must be adapted
Many companies have tried continuousimprovement with only limited results
Getting started with Lean Sigma requires
commitment by senior management
Simply picking and choosing the tools like
items from a menu will not produce results
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The Lean Sigma Road Map
Breakthrough Process:
Transfer to Entire Value StreamStep 6
Advanced Tool DeploymentStep 5
Basic Lean Sigma Tool DeploymentStep 4
Define Key MetricsStep 3
Structure & EducationStep 2
Vision & CommunicationStep 1
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The Lean Sigma Road Map
Breakthrough Process:
Define the Vision Use the WIFM Principle
Create a Customer Centric Culture Happy Customers = Job Security
Communication Example
Vision & CommunicationStep 1
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The Lean Sigma Road Map
Define the Future Vision:
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The Lean Sigma Road Map
Use the WIIFM Principle:
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The Lean Sigma Road Map
Create a Customer Centric Culture:
Employees do not close plants and forcecompanies out of business, customers
not buying products do.
Dr. W. Edwards Demming, 1950s
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The Lean Sigma Road Map
Happy Customers = Job Security:
Customer
Low Cost
High Quality
Availability
Your Company
Profit
Repeat BusinessGrowth
Cash !!Cash !!$
Value !!Value !!
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The Lean Sigma Road Map
Breakthrough Process:
Organization & Best Practices
Black Belt Best Practices
Value Stream Mapping
Weighing the Priorities Create a Lean Sigma Business Plan
Action Plan Example
Focus, Structure & EducationStep 2
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The Lean Sigma Road Map
Organization:
Champion
MFG. Finance Black Belt
Shifts Green Belt Integrator
Representatives fromdepartments and shifts
help improve buy-in and
communications
Successful companiesleverage a foundation
Top Decision Makers
Supportive Champions Team Structure Strategic & Action
Empowered Leaders Cross functional is keyfor gaining buy-in
Production, Quality, Finance, IT, Purchasing
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The Lean Sigma Road Map
Black Belt Best Practices:
75% of manufacturers have close to 10blackbelts engaged in process
57% usually manage between 1-3 projects 25% manage 4-5, 10% 6-10, 9% over 10
32% of total projects have a financialimpact of $100-$500K
27% are $500k-$1M, 27% are $1M $5M,
and 14% are >$5M
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The Lean Sigma Road Map
Value Stream Mapping:
VSM is a mapping tool that maps not onlymaterial flows but also information flows
What signals and controls the material flows?
This visual representation facilitates theprocess of lean implementation
Identify the value-adding steps in the process
Focus on how to eliminate the non-value
adding steps, or wastes (muda)
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The Lean Sigma Road Map
Value Stream Mapping Example:
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The Lean Sigma Road Map
Weighing the Priorities:
HIGH
Impact ofContemplated
Changes?LOW HIGH
LOW
Support for Contemplated Changes
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The Lean Sigma Road Map
Create a Lean Sigma Business Plan:
confidential
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The Lean Sigma Road Map
Action Plan Example:
Project: 4 Color Heidelberg
Rep: Jay SnikerGoal: Implement new 4-Color Heidelberg Press by May 30
Note: Provide updates to Actions, When, Comments, etc. in BOLD
Action Person Responsible People Doing Work Start Date Finish Date
1 Kaizen Event Layout Premo Premo, Jay, Richard 1-Mar 30-Mar
2 Develop Equipment Capital Requirements Premo Premo, Sniker, Pace 1-Mar 6-Apr
3 Determine sales and pricing strategy Premo Premo, Nelson, Bill Cesak 1-Apr 30-May
4 Pre-Press Process Sniker Premo, Sniker, Taylor 1-Apr 15-May
5 Draft AFE Sniker Sniker, Premo 15-May 30-May
6 Press Installation Sniker Sniker, Premo, Pace 30-May 15-Jun
7 Pre-press and print test run Sniker Sniker, Premo, Taylor 15-Jun 20-Jun
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The Lean Sigma Road Map
Communication Example
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The Lean Sigma Road Map
Breakthrough Process:
Key Performance Indicators
Leading versus Lagging
The 4 Rs of Measurement
The Balanced Scorecard Using the IPOC Method
Make it Obvious, Examples
Define Key MetricsStep 3
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The Lean Sigma Road Map
Key Performance Indicators:
XsInputs Outputs
ManpowerMachineMaterials
Methods
ProductsServices
Information
Performance?
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The Lean Sigma Road Map
Leading versus Lagging:
Leading indicators foreshadow outcomes They are proactive or preventative measures
Lagging indicators describe the results ofa system or process in a given time
They are reactive or descriptive examples
Most companies employ lagging indicators
Such as financial month end reports
Weekly or monthly production reports
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The Lean Sigma Road Map
The 4 Rs of Measurement:
Relevant: does the measure have a significantrelationship to strategy and objectives?
Reliable: will the measurement help identify the
strengths and weaknesses of one or morebusiness processes?
Reasonable: is its purpose easily understood byits name alone to all those that contribute?
Reachable: is the data necessary for computing
this measure available for use?
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The Lean Sigma Road Map
The Balanced Scorecard: Combines both financial and operational
measures in an integrated system Financial: How do our shareholders and
stakeholders define our companys success?
Customer: What do they hold most important toearn their continued business?
Internal: To delight customers and shareholders,
what business and operational processes must weexcel? What are the industry benchmarks? Innovation: To achieve our vision, how must the
organization continuously learn, improve, and
create higher value?
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The Lean Sigma Road Map
Using the IPOC Method:
Products
Services
Documentation
Results
Design of
Products
Production ofProducts
Performanceof Services
Delivery of
Products/Services
People
Raw Materials
Components
CustomerRequirements
Capital
Customer
NeedsSatisfied
Customer
ProblemsSolved
Customer
RequirementsMet
Inputs Processes Outputs Customers
Good KPIs providemeasurements
focused oncustomers (internal
or external)
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The Lean Sigma Road Map
KPI Examples:
OEE
On Time Delivery
MTBF
MTTR
Labor $ / Unit
COPQ
Inventory Turns
WIP Value
Scrap
First Pass Yield
DPM / Sigma
Process Capability
OSHA RIR
Near Misses
5-S Compliance
Employee TrainingCompliance
Quality Cost Delivery Safety
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What is Lean Sigma?
Measures the value-add contribution ofequipment & processes
It measures the % oftime equipment in afactory is actuallymaking qualityproductcompared to a
theoretical maximum i.e. what you paid for
%
YIELD
%UPTIME
PROCESSEFFICIENCY
OEE
OEE = %uptime x %yield x %efficiency
World Class is > 87.5%
Overall Equipment Effectiveness:
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The Lean Sigma Road Map
Make it Obvious: If the measurements
are not obvious, theywill not be meaningful nor will they be used!
Additionally, what isobvious to one person,may not be for another Make it role based, by
area, person, etc Apply the Visual
Factory method to allscore boards
Say, Thagthink wall of
ice be closer today?
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Make it Obvious Example:
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The Lean Sigma Road Map
KPI example for a work cell:
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The Lean Sigma Road Map
Basic Lean Sigma Tool DeploymentStep 4
Breakthrough Process:
Just in Time Training 5S as a Foundation
5S Examples
Setup Reduction and More
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S
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The Lean Sigma Road Map
JIT Training:
Start with the high priority financial impactprojects, but balance the selection
What is the speed & ease of implementation?
Goal: Achieve rapid buy-in and quick results
Apply Just in Time Training
Dont train everyone on everything!
Begin with 5S Workplace Organization, Visual
Controls and Standardized Work
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5S as a Foundation:
High productivity is difficult to obtain in a workplacethat is cluttered, disorganized, or dirty
Poor workplace conditions often lead to waste
extra motion to avoid obstacles time spent searching for things
delays due to defects, machine failures, or accidents
5S is a process for creating and maintaining anorganized, clean high performance workplace
A place for everything and everything in its place
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5S as a Foundation:
11 SeiriSeiri SortSort -- Clear out nonClear out non--essentialsessentials
22 SeitonSeiton Set in OrderSet in Order-- Configure WorkplaceConfigure Workplace
33 SeisoSeiso ShineShine -- Clean the environmentClean the environment
44 SeiketsuSeiketsu StandardizeStandardize -- Define the routinesDefine the routines
55 ShitsukeShitsuke SustainSustain -- Comply to the StandardComply to the Standard
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Sort Example:
Red Tag
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Shine Example:
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Set in Order Example:
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Standardize Example:
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Sustain Example:
90% isthe team
Goal
Daily checklist is
used and scored,weekly average ischarted as a point
on the graph
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The Lean Sigma Road Map
Setup Reduction:
Convert internal elements to external
whenever possible
Separate internal and externalprocesses in the setup
5-S Workplace Organization to lay
the basic foundation for the area
Streamline, Eliminate, Reduce all
other spects of the setup process
Phase One
Phase Two
Phase Three
Phase Four
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Setup Reduction:
S/U Run 400 min
Running a Batch with a Set-Up time of 50 min:
S/U S/U S/U S/US/URun 80
minRun 80
minRun 80
minRun 80
minRun 80
min
Without addressing set up time in todays JIT world
What if set up time is reduced to 10 min?Run 80
min
Run 80
min
Run 80
min
Run 80
min
Run 80
min
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Advanced Tool DeploymentStep 5
Breakthrough Process:
Advanced Thoughts First Pass Yield
Process Capability
Correlation
Control Charts
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Advanced Thoughts:
Implement more advanced Lean methods Cellular Manufacturing, Total ProductiveMaintenance, Mistake Proofing, Kanban
Train leaders (black belts) on more tools statistical methods to solve more complex
process variation and reliability problems
Process Capability, Design of Experiments
WARNING: Dont move to this step unless
you master the basic tools first!
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The Lean Sigma Road Map
Process Capability Ideally the customer would like a simple answer to
this simple question: yes or no? Unfortunately, several issues often prevent this:
Inspection is not perfect; even 100-percent inspection
won't guarantee 100-percent quality. All processes vary somewhat, and the variation mustbe analyzed using statistical methods that predict atleast an occasional failure.
Measurement isn't perfect, so even if a process didhave zero variation, our measurements would still vary.
This means that we might accidentally ship a defectiveitem even if we measure it carefully.
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What is Lean Sigma?
To most people, processcapability is often a
jumbled confusion of ideas
expressed in jargon However, if properlyapplied it helps provideanswers to the question:
Can you meet my
requirements?
Process Capability:
Process Capability Measures Chart
-300 -200 -100 0 100 200 300 400 500
Critical Measure
Mean = 112.725
StdDev = 106.13054
USL = 225.55
LSL = 0.
Sigma Level = 1.062
Sigma Capability = 1.063
Cpk = 0.354
Cp = 0.3542
D.P.M. = 287961
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Calculating Process Capability:
1 2 3 4 5 67 8
C 0.33 0.66 1 1.33 1.66 2 2.33 2.66
C k -0.16 0.16 0.5 0.83 1.16 1.5 1.83 2.16
Cp =Design specification width
6
3Cpk = Min.
Mean - Spec Limit
With a maximum process shift of +/- 1.5
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What is Lean Sigma?
Typical yield or scrapmeasurements onlyshow the final result
First Pass Yield (FPY)measures total efforts FPY is the probability
that a product will passthrough the processwithout incurring rework
First Pass Yield:
25 piecesReworked
1000ProcessStation
#1
1000
Part
In
Parts
Out
Fantastic!We had ZERO % Scrap!
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Correlation sometimesindicate causality.
Prediction and possiblyprocess guidance maybe possible
Recognizing datapatterns is important! This graph shows an indirect
relationship for OEE asHUMIDITY increasesHumidity
O
EEPerfor
mance
Understanding Correlation:
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Understanding Control Charts:
Upper Control Limit (UCL)
Lower Control Limit (LCL)
Zone A
Zone A
Zone B
Zone B
Zone C
Zone Cx=
1
2
3
3
2
1
Look for the following: One or more points outside the
control limits
7 consecutive points on one side ofthe centerline
7 consecutive increasing ordecreasing intervals
2 out of 3 consecutive points in aspecific zone A or beyond
4 out of 5 consecutive points in aspecific zone B or beyond
14 consecutive points that alternateup or down
14 consecutive points in zone C
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The Lean Sigma Road Map
Breakthrough Process:
Transfer Thoughts Establish Transfer Forums
Move Up and Down Supply Chain
Transfer to the Entire Value StreamStep 5
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Transfer Thoughts
Begin in a business unit or department andachieve success in the basic tools, thenproliferate successes in other areas
Alternative is to dig deeper in a single area withadvanced tools first, then move elsewhere
Document best practices & methodologies Share with other departments, suppliers
and customers
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Establish Transfer Forums:
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Discussion Topics
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Discussion Topics
Todays Agenda:
1. Speaker Introduction2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map
5. Lean Sigma Applied An Example
6. Question and Answer
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Lean Sigma Applied
Charlie, Im looking at yourrequest for a new packaging line.
We need to talk aboutjustification before I present this
the board of directors.
Jason, the volume for TYPEXYZ labels are up by 30% this
year and we only have twolines that are tooled to
produce this. Were runningboth of them flat out and lots
of overtime to boot!Were not going to be able to
meet customer demand!
Charlie (Plant Manager)
Jason (VP Manufacturing)
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Lean Sigma Applied
On the surface, it looks like an open andshut case. Charlie is doing everythinghe can to maximize output from the twolines and volume is growing. However,these latest numbers show that Line #2
output is lower than Line #1.Id better work with Charlie and the
team to find out whyLooks like nowsa great time to introduce Lean Sigma!
On the Surface:
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Lean Sigma Applied
Charter the Blitz Team:
Lean-Sigma
Blitz #1 Rose Laster Evelyn Benter
Susan Poage
Tammy Davis
John Freeman
Paul Carroll
Carl Sagers
Richard Schira Debbie Young Charlie Boone
Team Leader Jason Premo
Facilitator
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Lean Sigma Applied
Paul, any ideas why Line #2 inWork Cell A output is lower?
I walked by and noticed it wasrunning slower than Line #1
Yup, after the gears seizedon the slitter for the second
time, I turned the speeddown to try and prevent itfrom happening again. It
seems to have done thetrick
Both downtime and scrapare much lower now.
Paul (Maint. Tech)
I wonder whatthe full impact
is on capacity.Ill ask John tohelp me do that
analysis
Charlie (Plant Manager)
Investigating Uptime:
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GrumbleLook at all of theseforms they want me
to fill out!
How can I meet mynumbers if this
paperwork takes timeaway from the press?
Kaizen must beJapanese for lots ofstupid paperwork
Downtime LogScrap Log
Production Log
Operator Buy-In Challenges:
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Efficiency Findings
Hi Charlie, our initialOEE analysis shows
a lot of downtime.
John (Process Engineer)
Oh one more thingThe line design speed
is actually 350 perminute. Seems we
are consistently
operating at about245 per minute
Efficiency Baseline:
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Quality
So, the 2nd packaging line isrunning less than 50% of thetimeand then only about70% of its design speed.
I wonder about its scrap
Let me see, Line #2we had
to reject a whole batch lastweek - that was a completeshifts worth of production!Overall, about 10% scrap for
the month.
Carl (Quality Manager)
Actually, thats goodnews. We thought we
were going to have over30% scrap, but were able
to rework most of it
Investigating Yield:
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Lean Sigma Applied
Good grief!How can I justify purchasing
a new line, when were barelygetting our moneys worth on
the existing one?
And what about that rework!How long did it take for us to
re-process that order?No wonder I have to run
Saturday overtime!
44.8% uptime x 90% yield x 70% efficiency = 28% OEE!
I just completed thecapability and yield
analysis. Ill send you afull report
Calculating OEE:
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1000
990/1000 Press x 850/1000 Slit x 890/900 Pack = 83.2% FPY
10 Rework0 Scrap
150 Rework100 Scrap
10 Rework0 Scrap
1000 900900
900/1000 = 90% Yield (10% Scrap)
Calculating First Pass Yield:
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Process Capability Measures Chart
-300 -200 -100 0 100 200 300 400 500
Critical Measure
Mean = 112.725
StdDev = 106.13054
USL = 218.8
LSL = 6.6
Sigma Level = 0.999
Sigma Capability = 1.
Cpk = 0.3332
Cp = 0.3332
D.P.M. = 317450
6
3
1
2
45
USLLSL
Press #2 does not consistentlymeet customer requirements!
Statistical analysisshow a CpK of only
0.33, Sigma of 1,and DPM of 317,430
Many samples fall
outside of the specs!
Calculating Process Capability:
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44.8% uptime x 90% yield x 70% efficiency = 28% OEE!
EfficiencyEfficiency
QualityQuality UptimeUptime
ReworkRework
99% Press x 85% Slit x 98.8% Pack = 83.2% FPY!
Cpk of only .33 = 317,000 defects per million!
The Hidden Factory:
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Histogram and control charts:
Histogram
0
2
4
6
8
10
12
-5 -3 -1 1 3 More
Bin
Frequency
Frequency
Day's Late Control Chart
-8.0
-6.0
-4.0
-2.0
0.0
2.0
4.0
6.0
8.0
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29
UCLCL
Day Late
LCL
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Quality Defect Check Sheets:D e f e c t i v e I t e m C h e c k S h e e t
D a t e :P r o d u c t : 2 5 D i s s a t E x a m p l e sM a c h i n e : L i t h o g r a p h i c P r o d u c t i o nO p e r a t o r : M u l t i p l e O p e r a t o r s a n d R e p s
P r o b l e m : W e f o u n d t h a t I m p r o p e r M a t e r i a l S p e c s
s u b m i t t e d o n o r d e r t o v e n d o r , P o o r C o m m u n i c a t i o n s , L a c k o f S a l e s Q u a l i t y
C o n t r o l w e r e t h e l a r g e s t f a c t o r s
D e f e c t T y p e C h e c k S u b t o t a l
C o m m u n
C u s t - S . R e p
X X X X X X 6
N o S a l e s Q C X X X X X X X X 8
W r o n g C o p y
o n o r d f o r mX 1
P o o r C o m m s X X X X X 5
I n c o r r e c t
S p e c s o n o r dX X X X X X X X X X X X X X X
X X X X X X
2 1
R e f e r r i n g t o
o l d v e r s i o nX X X 3
P o o r R e c o r d
K e e p i n gX X X 3
P e n m a n s h i p X X 2
H a r d c o p y
n o m a t c h
1
D i d n t u s e
t o o l s
X 1
P o o r L a y o u t X 1
G r a n d T o t a l 8 2
T o t a l
D e f e c t i v e s
X X X X X X X X X X X X X X X
X X X X X X X X X X X X X X X X
2 6
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Pareto analysis tool application:
Possible Root Cause
# of Jobs
Affected Percent
Cumul
Percent
Print out of register 15 29% 29%
Equipment in Poor Condition 9 18% 47%
Lack of attention to detail 7 14% 61%
Hickeys on paper 5 10% 71%
Other (items not originally considered) 5 10% 80%
Press operator not trained 4 8% 88%
Static Electricity 2 4% 92%
Used wrong PMS color 2 4% 96%
Material poor quality (ink, paper) 2 4% 100%
Total 51 100%
# of Jobs Affected
02468
1012
1416
Printoutof
register
Lack
of
attentio
nto
deta
il
Other
(items
not
origin
ally
Static
Electricity
Mater
ial
poorquality
(ink,pa
per)
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Opportunities for 5S?
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Team Findings: Poor Housekeeping and Organization
Lots of clutter, poor equipment cleanliness
Hard to find tools, supplies, materials = delays
Too much internal setup processes Lots of tasks could be done off-line Cylinders, etc. could be pre-set to common jobs
Lack of Standard Processes Correct sequence of steps (easy to forget a step!)
No easy way to set cylinders result in moving web
guide = more time and scrap
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Applying Shine:
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Applying Set-in-Order:
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Applying Standardization: Using a Jigto help set the
anvil clearance!
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Adopting a Standardize Mentality:
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The Lean Sigma Road Map
Basic Housekeeping Activities:
All three shifts - Every Day
*Turn in all work orders to Brenda Butler and a copy to Jason Premo1 2 3 1 2 3 1 2 3 1 2 3 1
Checkall guard doors and interlocks for E-Stop activationReplace any damaged parts, missing screws, bolts, etc. Write Work Orders
Clean photo eyes and any reflectors w/ compressed air
Clean catch pan of any fallen clamshells , debris
Apply few drops of oil on all shafts, linear bearings, and other areas that do not have
grease fittings
Clean photo eyes and reflectors w/ compressed air
Thoroughly clean off all dust and debris build-up
F&P
Tech
F&P
WhoDaily PM
Blister Picker
MGS Counters
and Card
Feeder
All Stations
M TU W TH
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e ea S g a oad ap
Setup Reduction SOP:
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g p
Making Sustain Visible:
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Project Results: 5 Day Blitz, 30 day
follow-up action plan Reduced travel
distance by 65%
Reduced setup timefrom 1hr to 15 min
Reduced scrap by 30% Increase FPY from
83% to over 98%
Improved OEE from28% to 52%
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p
Todays Agenda:1. Speaker Introduction
2. The Need for Change
3. What is Lean Sigma?
4. The Lean Sigma Road Map5. Lean Sigma Applied An Example
6. Question and Answer
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Question and Answer
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Thank You!
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