introduction to six sigma
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Introduction to
SIX SIGMA
Facilitator: Khan Mohd. IbrahimIndustrial Engineer & Six Sigma Black Belt
Overview: Module # 1
The Helicopter View
Hello!This isKhan IbrahimYou can find me at:ibrahim.ipe06@gmail.com
This presentation is for the personnel who are going to be a part of Six Sigma project as team member & need to know the basics.
The scope of this presentation is “Overview” & “Define” of Six Sigma.
Name: Khan Md. IbrahimProfession: Industrial EngineerCompany: A & E Bangladesh
What do martial arts have to do with my job?
BLACK Belt??
Thousands of dollars $$ savings??
What is Six Sigma?A process improvement methodology
Developed by Mikel Harry & Richard Schroeder of Motorola in 1980’s
Focuses to deliver near-perfect products & services
First time right of 99.9997% quality
A story from Japan▷ “We will only accept 3
defective parts per 10,000”
---- IBM
▷ “The 3 defective parts have been separately manufactured and have been included in the consignment”
------ Japanese
Company
How does it improve ?
▷ A statistical measure of the process performance
▷A goal that reaches near perfection
▷A system of management to achieve & sustain the goal
Problem- Eat the Elephant
Eat the Elephant
Employee
Elephant
Boss
“Henry Ford
Founder of Ford Motor
Six Sigma Approach
▷Proceeds through small-small projects
▷3-6 months timeline per project
▷Very precise area of work in each project
Six Sigma Learning Curve
White Belt- 1 day workshop
Yellow Belt- 2 to 3 days workshop
Green Belt- 4 to 6 weeks workshop
Black Belt- In depth training of SS
Six Sigma…. Wait ... Six What??
What does that “Sigma” mean?
Sigma
▷ Sigma is a Greek alphabet
▷Statistics- It stands for “Standard Deviation”
▷Statistics- It depicts deviation from target in a specific process
99.9% QualityWHOA! THAT’S A BIG NUMBER, AREN’T WE PROUD?
Why not 99.9% Quality?
1 hour of unsafe drinking water every month
Why not 99.9% Quality?
2 long or short landing at every American Airport each day
Why not 99.9% Quality?
400 letters per hour which never arrive at their destination
Why not 99.9% Quality?
500 incorrect surgical operations each week
Why not 99.9% Quality?
3000 newborns accidentally falling from the hands of nurses
or doctors every year
Why not 99.9% Quality?
4000 incorrect drug prescriptions per year
Why not 99.9% Quality?
22,000 checks deducted from the wrong bank account each
year
Six Sigma Quality▷Only 3.4 defects per
million opportunities
▷Sigma level of 6 is difficult to achieve
▷Sigma level for Manufacturing companies is 2 – 4
▷Sigma level for Service companies is 3 -4
Six Sigma Indicators
▷Defects per Unit (DPU)
▷Defects per Million Opportunities (DPMO)
▷Sigma Level
Defects vs. Defectives
▷‘Defect’- A single non-conforming quality characteristics
▷‘Defectives’- items having one or more defects
▷3 defects in 1 defective item
1 Defective item
1. Weight in-accurate2. Inner diameter wrong3. Surface finish poor
TransitionNext: Module # 2
Facilitator: Khan Mohd. IbrahimIndustrial Engineer & Six Sigma Black Belt
Introduction to
SIX SIGMAOverview: Module # 2
Roles and Phases
The Players
Management
Champion
Process Owner
Team Member Others
Master Black Belt
Black Belt
Finance Rep
Green Belt
Process Owner: Roles1
• Functionally responsible for an area of the project
2 • Help to lead the culture change
3• Provide and support team
members for the project
4• Implement and Own the solution
provided by the Black belts / Green belts
5• Carry the torch after the
completion of the project
Team Member: Roles
1• Receive training on
basic Six sigma tools
2• Helps in data
collection
3• Supply the team with
process Expertise
Six Sigma: Phases of a Project
Phase: Define
▷Identify problems▷Define project▷Select Black Belt/ Green Belt▷Select Team Member▷Estimate Financial Impact
Define
Phase: Measure
▷Map the process▷Identify inputs & outputs▷Identify opportunity of failures▷Analyze measurement system▷Establish baseline capability
Measure
Phase: Analyze
▷Identify factors▷Hypothesis Testing▷Graphical &
Statistical analysis to identify critical factors
Analyze
Phase: Improve
▷Factorial Designs▷Identify Interactions▷Define Y = f(x)
Improve
Phase: Control
▷Optimize outputs▷Implement Control Plan▷Project Closure
Control
TransitionNext: Module # 3
Introduction to
SIX SIGMAOverview: Module # 3
Basic Statistics
Facilitator: Khan Mohd. IbrahimIndustrial Engineer & Six Sigma Black Belt
What is a Statistic?▷ Data or Information from a
sample
Population vs. Sample
▷Population: includes all members of a defined group
▷Sample: Sample is a proportion of a population, a slice of it
Sample
Population
What to measure?
▷Mean (µ): Weighted average of the measurement
▷Standard Deviation (σ): Statistical measure of variation from mean
“Jack Welch
CEO of General Electric
“Variation is Evil”
Types of variations
Variations
Common Cause
Variation
Special Cause
Variation
TransitionNext: Module # 4
Introduction to
SIX SIGMAOverview: Module # 4
Data Collection & Sampling
“Mark Twain
American Author
“Data is like garbage.”
“You’d better know what are you going to do with it before you collect it”
Data Collection System
Obtain Data
(Collect data needed to answer
the question )
Analyze Method (Define tools
needed to graphs/analyze
the data)
Question (Determine
what questions needs to be answered)
123
Types of Data
Data
Qualitative
AttributeMale, Female
Quantitative
Discrete1, 2, 3, 4, etc.
Continuous2.3, 4.5, 2.7,
etc.
History of Sampling▷ US Millitary in1934 on the eve of
WWII
Why do we need sampling?
▷Study a large population
▷Sampling is for speed
▷Sampling saves the source of data from being all consumed
▷Sampling is for economy
TransitionNext: Module # 5
Introduction to
SIX SIGMAOverview: Module # 5
Scoping Tools
Facilitator: Khan Mohd. IbrahimIndustrial Engineer & Six Sigma Black Belt
What is a project’s scope?
▷ Project's scope explains the boundaries of the project
▷Scope is defined by cascading a business problem into a very concise project idea through the scoping tools
Scoping Tools
▷ QuantitativePareto Chart
▷ QualitativeCause & Effect Diagram5 Why AnalysisAffinity Diagram
Pareto Chart- Pareto Principle
▷ Vilfredo Pareto- an Italian civil engineer
▷ 80% of land in Italy belongs to 20% people
Pareto ChartFr
eque
ncie
s/ C
ount
s
Perc
enta
ge
Problem Types
Cumulative Percentage line
Cut-off line
Cause & Effect Diagram
▷Kauro Ishikawa- Kawasaki Shipyard in 1960
▷Effects are reasoned under 6Ms
▷Man, Machine, Method, Material, Measurement & Mother Nature (Environment)
Cause & Effect DiagramEnvironment
Cause & Effect Diagram▷Man: Anyone involved with the
process▷Methods: How the process is
performed and the specific requirements for doing it
▷Machines: Any equipment or tools required to accomplish
the job▷Materials: Raw materials used
to produce the final product
▷Measurements: Data generated from the process that are used to evaluate its quality
5 WHY Analysis
Affinity Diagram
▷Get ideas from cross-functional teams
Introduction to
SIX SIGMAOverview: Module # 6
Project Definition WorkSheet
Facilitator: Khan Mohd. IbrahimIndustrial Engineer & Six Sigma Black Belt
1. Describe the Business Problem
2. Scoping for a project opportunity
3. Define Project Matrix and Objectives
4. Quantify Financial Impact
5. Assign Team Members
6. Launch Project
Project Definition Steps
Scoping for a project opportunity
Question Description
Output What is the Tangible output (Product or Service), related to the specific business problem
Process What Is the Process which Is delivering the product or Service
Number of Processes
How many processes are involved in delivering the Product or Service – (if there are more than two, the Problem is too broad and a scoping sessions needs to be executed in order to bring it down to ONE)
High level Macro Map
Develop a High level Macro Map illustrating the main steps of the process
Measurable Process Characteristics
Name the product or service features (or measureable process characteristics) that will help to improve the problem. If more than two features are identified, the scope of the project may be too broad.
Question Description
Tangible OutputThe Product or Service Delivered to the Customer in terms of an Output E.g.: Output
Process High level process or departmental function E.g.: Supply Chain, Sewing, Cutting, Planning, Finance
High level Macro Map
Process Map illustrating the macro process steps of a certain process
Jargon & Terminology
Define Project Metric & Objectives
Question Description Defect What is wrong with each feature named above (i.e., what is the
defect?) Primary Metric Name the Primary Metric(s) that measure the identified defect(s). The
Primary Metric should measure performance directly from the process. It will be the yardstick for tracking success of the project.
Consequential Metric List any Consequential Metrics measuring potential negative effects of successfully improving the Primary Metric.
Baseline Estimate the Baseline performance level for each Primary Metric.
Entitlement / Benchmark
Estimate the Entitlement and/or Benchmark for each Primary Metric.
Objective Statement Compose an Objective Statement as follows: Improve <primary metric> from <baseline level> to <target level> by <timeframe>.
Source of Data Identify which Sources of Data (reports, collection sheets, inspection points, etc) are available to measure the metrics listed.
Question Description Defect Define what is non conformance
Primary Metric The Key Performance Indicator or the key PROJECT FOCUS which will be approached in order to solve the specific Business Problem E.g.: Efficiency, Raw Material Wastage, Manufacturing Lead Time
Consequential Metric E.g.: Primary Metric -Wastage, Consequential Metric – Shortages
Jargon & Terminology
Quantify Financial Impact
Question Description Finance Representative
Who is the Finance Representative (provide name) assigned formally or informally to value the financial impact of this Six Sigma project?
Cost Centers List any potential Cost Centers that will likely be impacted by reducing the defect or improving the primary metric defined earlier.
Financial Metric List the Financial Metric(s) that will be used to track the improvement of the primary metric in dollars.
Original Forecast Complete the Original Forecast(s) (with 80% confidence) with the finance representative.
Question Description
Cost Centers The Cost which is incurred in terms Prevention (Controls, Training) or Rework (Correction )
Financial Metric The Financial Impact of the Primary Metric E.g.: Improvement of 1% of Wastage = Rs. 10,000 a month
Jargon & Terminology
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