principles of six sigma
TRANSCRIPT
Principles of Six Sigma
A Strategy for Achieving World Class Performance
Dr. John V. Padua
CONTENTS/Objectives
Students are expected and understand the ff:
Introduction
Understanding Six Sigma
Background and growth of Six sigma
Methodology
Key role of six sigma
What makes it different
Benefits
Certificate of Six Sigma
A highly disciplined process that helps us focus on developing and delivering near-perfect products and services.
A term used in statistics to represent standard deviation, an indicator of the degree of variation in a set of a process
The central idea behind Six Sigma is that if you can measure how many “defects” you have in a process, you can systematically figure out how to eliminate them and get as close to “zero defects” as possible.
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DEFINITIONS
Business Definition
A break through strategy to significantly improve customer
satisfaction and shareholder value by reducing variability
in every aspect of business.
Technical Definition
A statistical term signifying 3.4 defects per million
opportunities.
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Understanding Six Sigma
Degree of variation; Sigma is a letter in the Greek Alphabet Level of performance in terms of defects Statistical measurement of process capability Benchmark for comparison Process improvement methodology It is a Goal Strategy for change; A commitment to customers to achieve an
acceptable level of performance
sigma Defect rate ppm
Cost of poor quality (%of sales)
Competitive level
six 3.4 > 10% World class
five 233 10-15% World class
four 6210 15-20% Industry average
three 66807 20-30% Industry average
two 308537 30-40% Non - competitive
one 690000 < 40% Non - competitive
ORIGIN OF SIX SIGMA
Motorola company that invented Six Sigma.
The term “Six Sigma” was coined by Bill Smith, an engineer
with Motorola
Late 1970s - Motorola started experimenting with problem
solving through statistical analysis
1987 - Motorola officially launched it’s Six Sigma program
Motorola saved more than $ 15 billion in the first 10 years
of its Six Sigma effort
The Growth Of Six SIGMA
The company that perfected Six Sigma
Jack Welch launched Six Sigma at GE in Jan,1996
At GE, Six Sigma added more than $ 2 billion to the
bottom line in 1999 alone.
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Six Sigma Methodology
DMADVDMAIC
Lean Six Sigma Methodology
DMAIC
Six Sigma Project Methodology
ControlDefine Measure Analyze Improve
Establish
standards to
maintain
process;
Design the
controls,
implement
and monitor.
Evaluate
financial
impact of the
project
Identify,
evaluate
and select
projects for
improveme
nt
Set goals
Form
teams.
Collect data
on size of the
selected
problem,
identify key
customer
requirements
,
Determine
key product
and process
characteristi
c.
Analyze
data,
establish
and confirm
the “
vital few “
determinant
s of the
performanc
e.
Validate
hypothesis
Improvem
ent
strategy
Develop
ideas to
remove
root causes
Design and
carry out
experiment
s,
Optimize
the
process.
DMADValso known as DFSS ("Design
For Six Sigma")
Define Phase: design goals that are consistent with customer demands
and the enterprise strategy.
Measure Phase: Identify and measure CTQs (characteristics that
are critical to quality), product capabilities, production process
capability, and risks.
Analyze Phase: Analyze, develop and design alternatives, create a high-level design and evaluate design
capability to select the best design.
Design Phase: Design the details, optimize the design, and plan for
design verification. This phase may require simulations
Verify Phase: Verify the design, set up pilot runs, implement the
production process and hand it over to the process owners.
DMAIC V/S DMADV
• DMAIC is used for projects aimed at improving an existing business process.
• DMADV is used for projects aimed at creating new product or process designs.
Master black Belt
Black Belts
Green Belts
Yellow belt
White belt
Team members
Key Roles for Six Sigma
Master Black Belts, act as in-house
coaches on Six Sigma. They devote
100% of their time to Six Sigma. They
guide Black Belts and Green Belts.
Apart from statistical tasks, their
time is spent on ensuring consistent
application of Six Sigma across
various functions and departments.
Master Black Belt
Master black belt should have
• Two-plus years of Black Belt experience
• Five-plus years of business experience
• Mastery of the tools of Six Sigma process improvement (DMAIC),
• Completion of at least five Black Belt projects with significant business results
• Experience in managing cross-functional projects, strong ability to lead others without direct authority
• Strong change management skills
• Experience in delivering Black Belt and Green Belt training
• Ten or more Black Belts or Green Belts coached to successful project completion and certification
• Excellent written and verbal communication and presentation skills
Black Belts operate under Master
Black Belts to apply Six Sigma
methodology to specific projects.
They devote 100% of their time to Six
Sigma. They primarily focus on Six
Sigma project execution, whereas
Champions and Master Black Belts
focus on identifying
projects/functions for Six Sigma
Black Belts
Black belt should have
• He should have experience of 1-2 yr and carried out 4-8 projects
• He must be expert in problem solving, data collection and analysis.
• He must be organizational savvy.
• He must focus on leadership and understanding of administrative system and processes.
Green Belts
• Green Belts are the employees who take up Six Sigma implementation along with their other job responsibilities, operating under the guidance of Black Belts.
Green belt should have
• Operates in support of or under the supervision of a
Six Sigma of Black Belt.
• Analyses and solves quality problems.
• Involved in quality improvement projects.
• Participated in a project, but has not led a project.
• Has at least three years of work experience.
• Has ability to demonstrate their knowledge of Six
Sigma tools and processes.
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Who are Implementing Six Sigma
Financial - Bank of America, GE Capital,
Electronics - Allied Signal, Samsung, Sony
Chemicals - DuPont, Dow Chemicals
Manufacturing - GE Plastics, Johnson and Johnson,Motorola, Nokia, Microsoft, Ford.
Airline - Singapore, Lufthansa, Bombardier
And hundreds of others in Americas, Europe, SubContinent
Company Annual Savings
General Electric $2.0+ billion
JP Morgan Chase *$1.5 billion (*since
inception in 1998)
Motorola $ 16 billion (*since
inception in 1980s)
Johnson & Johnson $500 million
Honeywell $600 million
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Six Sigma Results
•Six Sigma Savings as % of revenue vary from 1.2 to 4.5 %
•For $ 30 million/yr sales – Savings potential $ 360,000 to $ 1.35 million.
•Investment: salary of in house experts, training, process redesign.
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What Makes Six Sigma Different?
VersatileBreakthrough improvementsFinancial results focusProcess focusStructured & disciplined problem solving methodology using scientific tools and techniques.Customer centeredInvolvement of leadership is mandatory.
Training is mandatory
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Benefits of Six Sigma
Generates sustained success
Sets performance goal for everyone
Enhances value for customers;
Accelerates rate of improvement
Executes strategic change
Six Sigma certification given to organistion by:-
1. Institute of Industrial Engineer.
2. American Society for Quality.
Six Sigma certification given to Individual by:-
1. ISO 2000(international standard organisation)
2. COPC (customer operation performance center)
3. CMMI (capability maturity model integration)
4. ISL( institution of sigma learning)
Six Sigma Certification