Lean Six Sigma is a methodology that relies on a collaborative team effort to improve performance by systematically removing waste; combining lean manufacturing/lean enterprise and Six Sigma to eliminate the eight kinds of waste (muda): defects, overproduction, waiting, non-utilized talent, transportation, inventory, motion, extra-processing
2. Quality - Review
Which car is quality car?
Tata Nano Mercedes Benz
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3. Quality - Review
Quality Definition
Meeting customer need
Fitness for Purpose
Conformance to specification
3
4. Quality - Review
Product Quality
Ensure Quality by Final Inspection
Example: Checking for unlevel and stains in finished cones
in finishing floor – packing zones.
Process Quality
Ensure quality by process control
Example: Maintaining right temperature and pressure in
moulds for getting good cured product.
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5. Customer Role In Business
Types of Customer
External
External Individuals or organizations, who uses your
product or service
Internal
Departments within the organization with input-output
relationship
Regulatory
Any government agency that has standards the
process or product conform to
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6. Customer Role In Business
VOC to CTQ
6
VOC
(Voice of Customer)
Key Issue
(Packing Errors)
CTQ,s
(Critical to Quality)
Shortage of Zips
Wrong quantity
Number of Justified
packing related
customer complaints
Length mix up
Shade mix up
Wrong zip type
7. Lean Six Sigma Overview
History of Lean
Lean Started with Toyota
Jim Womack and jones promoted the idea of Lean
Manufacturing.
History of Six Sigma
Developed by Motorola
Popularized by General Electric
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8. Lean Six Sigma Overview
Benefits of Lean Six Sigma
Improve Bottom Line by elimination waste and reducing
defects
Align project team member with overall corporate goals
Systematic approach to problem solving, improvement and
sustainment
Emphasis on measurement and results
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9. What is Lean Six Sigma?
What is Lean?
Goal: Eliminate waste ad increase process speed
Method
Genchi Genbutsu – Go and see the workplace (gemba)
Kaizen (Change for better) workshops
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10. What is Lean Six Sigma?
What is Six Sigma?
Goal – Reduce Variation to improve performance on
CTQs
Method – DMAIC approach, DFSS
(DMAIC : DEFINE , MEASURE, ANALYSE, IMPROVE,
CONTROL)
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12. What is Lean Six Sigma?
12
Traditional Strategy Lean Six Sigma Strategy
Improved
product
quality
Longer
Delivery
Times
Higher
Product
Costs
Lower Product
Costs
Lean Six Sigma
Improved
Product
Quality
Shorter
Delivery
times
Lean Six Sigma
13. What is Lean Six Sigma?
Six Sigma Strategy Lean Strategy
Culture + Quality + Customer Speed + Low Cost + Flexibility
Structured frame work Visual Management
Dedicated infrastructure
Common Sense approach
Statistical Techniques
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14. What is Lean Six Sigma?
Benefits of Lean Six Sigma Combination
Customer Loyalty and retention
Shorter Customer Lead Time
Downward price pressure: lower costs
Lower invested capital
Capacity expansion
Unified focus
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15. Lean Basic – Principles
1. Specify
Value
2. Map the
Value Stream
3. Establish
Flow
4. Implement
Pull
5. Work to
Perfection
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16. LEAN
“A systematic approach to identifying and eliminating
waste (non-value added activities) through continuous
improvement by flowing the product at the pull of the
customer in pursuit of perfection.”
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17. Lean - Goals
Zero defects
100% value-add
Lot size of one
Pull of the customer
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18. Why Become Lean?
PQCDSM
Improve Customer
Satisfaction
Increase Sales and
Profits
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Insure Long-term Health of Company
Survival
Create Sustainable Competitive Advantage
19. Key Principles of Lean Thinking
VALUE - what customers are willing to pay for
VALUE STREAM - the steps that deliver value
FLOW - organizing the Value Stream to be continuous
PULL - responding to downstream customer demand
PERFECTION - relentless continuous improvement
(culture)
--- Lean Thinking, Womack and Jones, 1996
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20. Lean Basic – Principles
Principle 1 – Specific Value
Any Process that the customer would be willing to
pay for, considering it adds value to the product.
Specific value from the standpoint of the end
customer
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21. Lean Basic – Principles
Principle 2 - Value Steam Mapping
Visualize the whole process
It shows both material and
information flow
It include all the steps
needed to take a product
from supplier to customer
Helps to envision future
state
21
22. Lean Basic – Principles
Principle 3 – Establish Flow
The continuous movement of material as it is
transformed from raw material to a finished product.
Require that every step in the process be:
Capable – right every time
Available – always able to run
Adequate – with capacity to avoid bottlenecks and
overcapitalization (right-sized tools)
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23. Lean Basic – Principles
Principle 3 – Establish Flow
23
BAD FLOW
GOOD FLOW
25. Lean Basic – Principles
Principle 4 – Implement Pull
25
PUSH PULL
Based on forecasting Based on customer demand
No signal when to start or when
to stop
Kanban Card Used as Signal to
Start or Stop
High Customization
High Waste Low Waste
Suitable only for high volume
environment
Suitable for any Environment
27. Lean Basic – Principles
Principle 5 – Work to Perfection
Process Stability, Inbuilt Quality, Meeting customer
Pull and Continual improvement are the building
blocks of perfection.
Total employee involvement and management
commitment are indispensable.
Producing Exactly What the customer wants, exactly
when and economically.
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28. 28
Typical Results from Lean Conversions
Lead Time Reduction
Productivity Increase
WIP Reduction
Quality Improvement
Space Utilization
Percentage of Benefits Achieved
0 25 50 75 100
Flexibility Skill Enhancement Visual Management
29. Value Added/Non-value Added
29
Value-added:
ANY ACTIVITY THAT PHYSICALLY CHANGES THE MATERIAL BEING WORKED
ON (not rework/repair!)
Machining Knitting
Drilling Spreading/Cutting
Assembly Dying
Painting Sewing
Non-value added:
ANY ACTIVITY THAT TAKES TIME, MATERIAL, OR SPACE BUT DOES NOT
PHYSICALLY CHANGE THE MATERIAL
Sorting Stacking
Counting Checking
30. Lean Basic – Type of Waste
Learn to see Waste
Waste is anything that adds cost or time without
adding VALUE.
Waste is often hidden in the process or in the work
area
The first goal is to “see” the waste… then eliminate
it.
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31. Lean Basic – Type of Waste
Learn to see “ Waste”
Three Japanese Waste
MUDA – Seven non value adding activities (waste)
MURA - Unevenness
MURI – Over burden / irrational expectation
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32. Lean Basic – Type of Waste
Transportation
Definition: Irrational movement of material and
information.
Effects:
Poor Ergonomics
Safety hazards
Increased Lead time
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33. Lean Basic – Type of Waste
Inventory
Definition:
A company’s merchandise, raw materials, and finished and
unfinished products which have not yet been sold but
stored in different stages.
Effects:
Huge Investments Lock
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34. Lean Basic – Type of Waste
Motion:
Definition:
Any unnecessary motion of people
Effects:
Poor Ergonomics
Very Low Productivity
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35. Lean Basic – Type of Waste
Waiting Time
Definition:
Man, Material and Machine waiting for information and
inputs.
Effects:
Process Delays
Lot Delays
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36. Lean Basic – Type of Waste
Over Processing
Definition:
Providing or creating MORE than the customer specification
requirement
Effects:
Erosion of Profitability
Increase in Inventory
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37. Lean Basic – Type of Waste
Defects:
Definition:
Producing bad Quality – parts, services or information
Effects:
Increase in production cost
Results in rework
Results in shortage
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38. Lean Six Sigma Tool Box – 1
Concept of Brainstorming
Do’s
Good ambience during brainstorming
Give everybody the opportunity to speak
Note keeper to record all the ideas
Brain warming for 3 minutes
Don’ts
Criticism of ideas as they are expressed
Getting into action with only one idea
Get into details
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39. Lean Six Sigma Tool Box – 1
Cause & Effect Diagram
It is qualitative technique used to identify potential
causes influencing a problem, outcome or effect.
At least one subject matter expert needed in the
team.
Done with the help of brainstorming/brain writing
Idea are immediately sorted into 7 M groups
Validate each potential cause to find significant
potential cause
For each significant potential cause conduct WHY –
WHY analysis.
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40. Lean Six Sigma Tool Box – 1
Cause & Effect Diagram - Example
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41. Lean Six Sigma Tool Box – 1
Pareto Chart
Is a shorted bar graph
Used to differentiates vital few from trivial many
Is also known as 80-20 rule
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43. Time Chart
푡푎푘푡 푡푖푚푒 = Time (Available seconds per working day)
Volume (Daily production requirement)
Cycle time = Actual time required for a worker to
complete one cycle of this process
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Set pace of production to match pace of sales.
45. Line Balancing / Work Load Balance
Workload Balance is the distribution of total work cycle time, and the
pacing of that work content to the customer demand rate. This
process helps eliminate bottlenecks, unevenness in Flow (mura), and
overburdening of people and machines (muri). Workload Balance is
done through Cycle Time Bar Charts to identify imbalances in
equipment, workers, and process times. The chart on the left is
without Workload Balance and the chart on the right is with Workload
Balance.
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46. Time Chart
46
Line Balancing / Work Load Balance
Process Before
Line Balancing
Process After
Line Balancing
47. You can see from the picture in previous slide that your goal
is to engineer staffing levels to utilize people at their fullest
capacity as close to Takt Time as you can.
Here’s how it works: you plot the manual cycle times for
each operator (staff) on a bar chart against the upper limit
of the Takt Time. In principle, you have cycle times at or
below the Takt Time to assure you have the capacity to
service the demand rate of the customer.
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48. Ideal Manning Calculation
Every process requiring humans has to be staffed with people
who are capable of doing their respective jobs. But you never
want to understaff or overstaff, so it pays to use a formula to
determine your ideal manning levels. You determine your Ideal
Manning Levels by dividing the sum of your manual cycle times
(time required to perform a job) by your Takt Time (rate of
customer demand).
Ideal Manning = Ʃ 푀푎푛푢푎푙 퐶푦푐푙푒 푇푖푚푒
푇푎푘푡 푇푖푚푒
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49. Summing cycle times provides the total work content time,
while Takt Time (customer demand rate) gives you the
number of people required to produce to that demand
rate. This is your Ideal Manning Level. The implication is
that you can’t achieve or sustain your Ideal Manning
Level without also addressing all causes of mura, or
unevenness in Flow. A process must be approaching near
zero downtime, zero rework, and zero defects to sustain
ideal manning.
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50. Kaizen Overview
What is Kaizen?
Kaizen is about continual improvement of people,
processes, procedures, and any other factors that
affect quality, cost and delivery.
Kaizen Involves setting standards and then continually
improving those standards.
Employee empowerment through suggestion schemes
is must for Kaizens.
Look for systematic solutions.
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51. Kaizen Overview
Kaizen workshop
Select team and define problem.
Collect data and do time study.
Brainstorm ideas to remove all waste.
Come out with 1-2 solutions and make changes.
Develop new SOPs (Standard Operating Procedures)
and present to project owner
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52. Kaizen Overview
Kaizen Newspaper
It is a great visual management tool for any company,
and an essential part of kaizen activities or Lean
management on a daily basis.
The kaizen newspaper is basically a list of improvement
actions that contains the following information as shown in
next slide : 7W (type of waste, to include energy,
space, safety and, environmental losses also), Problem &
Root cause Solution, Who, When, Status (stage of
completion in PDCA cycle)
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54. Kaizen Newspaper
A full kaizen newspaper is a good thing. The fact
that this is a concern might say something about the
quality of the action items rather than the quantity.
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55. Kaizen Example
Company A, optical instrument manufacturer, were doing
contract manufacturing. Since the main lines of its client
have been shifted to overseas, production for domestic
market declined more than half. Aiming to recover its
contract manufacturing business, Company A used
Hirayama Consulting Services.
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57. Kaizen Example
Issues
Frequent production stops has affected the production
volume and equipment operational availability
“achieve the planned production is not needed” mood
spreading
Low Productivity awareness among technical personnel
issues
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58. Analysis
Assembly process workload reduction is not possible
with current line lay-out
Assembly workers motion Workbenches and material
placement are cause of waste on Assembly workers
Motion.
Parts Supply Equipment is not efficiently designed
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59. Implementation
Planning and setting of semi-annual improvement
targets
Monthly analysis on current situation: issues, kaizen
proposals, results.
Daily Improvement tasks by Supervision Personnel
Lay-out design review
Workbench, parts, jig and tool placement review.
Reduction of worker motion, process review.
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60. Results
Semi-annual targets achievement
Practice of PDCA Cycle properly implemented and
Formation of personnel with Waste finding and
elimination
High Capacity to adapt to new models orders
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61. Lean Six Sigma Tool Box 2
5 S
5S is a Japanese concept of Workplace
Improvement
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# Step Japanese Word 5S’s Word English
Translation
01 Seiri Sort Segregate
02 Seiton Set in Order Orderliness
03 Seiso Shine Cleanliness
04 Seiketshu Standardize Scheduling
05 Shitsuke Sustain Discpline
62. Lean Six Sigma Tool Box 2
5S
Seri – Sort
Zoning is a prerequisite for sorting
Removes from the work place any item that is not needed
Add any thing that is needed but not there
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63. Lean Six Sigma Tool Box 2
5S
Seiton – Set in Order
Place for everything and everything in its place.
Arrange items so that they are easy to use.
Mark and label these item so they are easy to find and
put away.
Maximize the concept of Visual Management
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64. Lean Six Sigma Tool Box 2
5s
Seiso – Sweep
Set frequency of cleaning
Define the methodology
5 minute paint workshops
Make sure every thing in the plant and offices, remain
clean.
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65. Lean Six Sigma Tool Box 2
5S
Seiketsu – Standardize
Create Unambiguous Standard Operating Procedure
(Learning Curve)
Start Kaizen
Assign Job Responsibility
Create a 5S Audit System
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66. Lean Six Sigma Tool Box 2
5S
Shitsuke - Self discipline
Practice and repeat these procedures until they become a way
of life throughout the entire business
Create a work environment for 5S
Emphasize Team work
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67. Lean Six Sigma Tool Box 2
5S Failure Effects
Unneeded items begin pilling up as soon as sorting is
completed.
Tools and Jigs do not get returned to their designated
place after use.
Dirty equipments
Items are left protruding into walkways
Dirty Machines start to malfunction and produce
defective goods
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68. Lean Six Sigma Tool Box 2
Visual Management
Visual management displays are a hallmark of lean
enterprises. Whether it is scoreboards, production
control charts, team communication boards, or other
types, visual management displays keeps vital
information flowing between lean management and
employees, as well as between individuals, cells and
departments. They open communication and
information sharing within the lean enterprise.
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69. Lean Six Sigma Tool Box 2
Visual Management
Visual management is the process of displaying critical
information “so that anyone entering a work place, even
those who are unfamiliar with the detail of the
processes, can very rapidly see what is going on,
understand it and see what is under control and what
isn’t. Essentially, the current status of the operation can
be assessed, at a glance.”
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70. Lean Six Sigma Tool Box 2
How does visual management improve efficiency?
In any process, information is critical – it allows people to
know where they are, where they are going and if problems are
occurring that could be prevented. No one would consider
driving a car without a dashboard, and few would operate a
machine that wasn’t equipped with the appropriate indicator
lights, panel meters and LCD touchscreens. However, like a
car’s dashboard, panel meters and touchscreens are only for a
single operator. While both are forms of visual management,
they lack some of the phenomenon that occurs by having the
information publicly available.
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71. Lean Six Sigma Tool Box 2
By having key performance indicators on display, the
operators know what their performance is, but more
importantly, they know that everyone else knows what their
performance is. This allows the operator(s) to take pride of
ownership in their contribution to the company. It also
provides actionable information to supervisors, allowing them
to determine, in real time, areas that are in need of
improvement. And on messages that communicate process
problems across a facility ensure that everyone is aware of a
given issue, drastically reducing downtime.
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72. Lean Six Sigma Tool Box 2
Common KPIs and how to determine which indicators to
track
The key performance indicators that a specific company
should use will of course vary. The following is a list of
common KPIs used on the plant floor:
Count (Good or Bad): One of the most important metrics is how
much product has been produced thus far. The count can refer to the
amount of product produced since the last machine changeover or
for the entire shift or week. To invoke a competitive spirit in their
employees, many companies will compare each of the co-worker’s or
shift’s output against the others.
Reject Ratio : Everyone’s process will occasionally produce scrap.
Knowing whether or not the amount of scrap product being
produced is within tolerable limits is critical to maintaining
profitability.
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73. Lean Six Sigma Tool Box 2
Rate: If your machine or process produces goods at a variable rate,
it’s important to know if the operators are maintaining an ideal
speed. Too slow, and profit drops; too fast, and quality issues may
arise.
Targets : Properly motivated employees know exactly what’s
expected of them – plant floor personnel are no exception.
Therefore, many companies opt to display target values for output,
rate and quality.
Takt Time : Takt time is the amount of time, or cycle time, for the
completion of a task. This could be the time it takes to produce a
product, but more likely it’s the cycle time of a specific operation on
the product. By displaying takt time, manufacturers can quickly
determine where the constraints or bottlenecks are within a process.
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74. Lean Six Sigma Tool Box 2
OEE – Overall Equipment Effectiveness : OEE is a metric that
indicates the utilization of resources. Production managers are
interested in seeing the value of this metric increase, as it indicates
more efficient utilization of the available personnel, machinery, etc.
The formula for OEE is
OEE = Availability x Performance x Quality
Downtime : Whether it’s due to a breakdown, or simply a machine
changeover, downtime is one of the most important metrics that can
be displayed. When the machines are down, money isn’t being made
– reducing these periods is an easy way to increase profitability.
Many companies that track downtime require their operators to
enter a “reason code”, via keypad, pushbutton, or even a bar code
scanner, so that the information can be reviewed at a later time.
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75. Lean Six Sigma Tool Box 2
Kanban
Kanban is a Japanese word it means CARD SIGNAL
Kanban is developed by Toyota corporation for material
planning.
Kanban (literally signboard or billboard in Japanese) is a
scheduling system for lean and just-in-time (JIT) production.
Kanban is a system to control the logistical chain from a
production point of view, and is not an inventory control
system.
Kanban was developed by Taiichi Ohno, at Toyota, as a system
to improve and maintain a high level of production.
Kanban is one method through which JIT is achieved.
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77. Lean Six Sigma Tool Box 2
Kanban
Kanban is not an inventory control system. Rather, it is a
scheduling system that tells
What to produce
When to produce, and
How much to produce
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79. Lean Six Sigma Tool Box 2
Kanban
Types of Kanban Cards
Production Kanban
Withdrawal Kanban
Supplier Kanban
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80. Lean Six Sigma Tool Box 2
Kanban
Withdrawal (Conveyance) Kanban
The main function of a withdrawal Kanban is to pass the authorization for the movement of
parts from one stage to another.
Once it gets the parts from the preceding process and moves them to the next process,
remaining with the parts until the last part has been consumed by the next process.
The withdrawal Kanban then travels back to the preceding process to get parts thus creating the
cycle.
A withdrawal Kanban usually carries the following information:
o part number
o part name o location of the next process
o lot size o location of the preceding process
o routing process o container type
o name of the next process o container capacity
o name of the preceding process o number of containers released
The withdrawal Kanban layout can be designed many ways in order to display this information.
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81. Lean Six Sigma Tool Box 2
Kanban
Production Kanban
The primary function of the production Kanban is to release an order to
the preceding stage to build the lot size indicated on the card.
The production Kanban card should have the following information :
o materials required as inputs at the preceding stage
o parts required as inputs at the preceding stage
o information stated on withdrawals Kanban
The first two pieces of information are not required on the withdrawal
Kanban as it’s only used for communicating the authorization of
movement of parts between work stations.
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82. Lean Six Sigma Tool Box 2
Kanban
Supplier Kanban
A supplier Kanban process is usually described as a
connection between external vendors and the Kanban System.
But also different locations of the same company can be
linked together into a supply-chain process via Kanban, based
on the same principle (sometimes it is called “Inter-Company
Kanban”).
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83. Lean Six Sigma Tool Box 2
Kanban
Other types of Kanbans
We also found three other types of Kanbans that exist for special circumstances
only.
They are discussed briefly as follows:
1. Express Kanban - used when shortages of parts occur
2. Emergency Kanban - used to replace defective parts and other uncertainties
such as machine failures or changes in production volumes
3. Through Kanban - used when adjacent work centers are located close to each
other. It combines production and withdrawal Kanbans for both stages onto
one, through, Kanban
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84. Lean Six Sigma Tool Box 2
Standard Work
Why Standard work is the foundation pillar for the lean?
It ensure predictable results from the process.
It create baseline for kaizen.
It reduce cost
It reduce process time
It improve flexibility
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85. Lean Six Sigma Tool Box 2
Standard Work
It is precise method of describing tasks to perform it
effectively, right first time, every time and time bound.
Standard work applies at all levels of an operation.
Three Components of Standard Work
Takt Time
Standard Sequence
Standard work in Process
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86. Lean Six Sigma Tool Box 2
Operational Definition (OD)
Clear & Concise definition of a measure
Benefits of OD
Reduce measurement variation
Helps to develop effective job instruction.
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87. Lean Six Sigma Tool Box 2
Operational Definition (OD)
Steps to develop OD
1. List out the VOC
2. Convert the VOC into CTQ
3. Select the measuring instrument for CTQ.
4. Describe the method of measurement with necessary visual
aids (Pictures).
5. State the decision criteria.
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89. Six Sigma Basics
The term "Sigma" is often used as a scale for levels
of "goodness" or quality. Using this scale, "Six
Sigma" equates to 3.4 defects per one million
opportunities (DPMO). Therefore, Six Sigma
started as a defect reduction effort in
manufacturing and was then applied to other
business processes for the same purpose.
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91. Six Sigma as a management system
When practiced as a management system, Six Sigma is a high performance
system for executing business strategy.
Six Sigma is a top-down solution to help organizations:
Align their business strategy to critical improvement efforts
Mobilize teams to attack high impact projects
Accelerate improved business results
Govern efforts to ensure improvements are sustained
The Six Sigma Management System drives clarity around the business strategy
and the metrics that most reflect success with that strategy.
It provides the framework to prioritize resources for projects that will improve
the metrics, and it leverages leaders who will manage the efforts for rapid,
sustainable, and improved business results.
91
92. Six Sigma as a management system
92
VOICE OF...
• Market
• Customer
• Employee
• Business
STRATEGY
DFSS
(DMADV)
Fundamental Redesign
PROCESSES
TOOLS
SKILLS
TRAINING
LEAN SIGMA
(DMAIC +)
Integrated Improvement
RESULTS:
Top-Level
Indicators
(Dashboards)
Y1
y1
VOICE OF...
• Market
• Customer
• Employee
• Business
FEEDBACK
BUSINESS
OBJECTIVES
PROCESS
MAPS CORE & ENABLING PROCESSES
SYSTEMS
STRATEGY
If new product
or process
EXECUTION (PROCESS MANAGEMENT)
WORKOUT
SIX SIGMA
LEAN SIGMA
Big Y’s
Sub Y’s
PROCESS
D
R
I
V
E
S
S
U
P
P
O
R
T
S
Flexible Problem Solving Models
PROCESS IMPROVEMENT
Projects
PROCESS
CONTROL
ALIGNMENT
SIX SIGMA
(DMAIC)
Incremental Improvement
GE WORKOUT
Quick Wins
Accelerated Improvement
The power of the Lean Tools &
Principles fully integrated into
DMAIC & DFSS
93. Six Sigma as a Methodology
Six Sigma is a business improvement methodology that focuses
an organization on:
Understanding and managing customer requirements
Aligning key business processes to achieve those requirements
Utilizing rigorous data analysis to minimize variation in those processes
Driving rapid and sustainable improvement to business processes
At the heart of the methodology is the DMAIC model for process improvement. DMAIC is
commonly used by Six Sigma project teams and is an acronym for:
Define opportunity
Measure performance
Analyze opportunity
Improve performance
Control performance
93
94. Six Sigma as a Methodology
Voice of the Customer
Measure Analyze Improve
Define Control
Institutionalization
The DMAICModel
97. Six Sigma Basics
Understanding Variation
Measurement of Location
Mean (μ)
Measurement of spread
Standard deviation (σ)
97
98. Six Sigma Basics
Understanding Variation
Accuracy – how close is your average performance from
the target?
Precision – how much is the dispersion around the
average?
98
100. Six Sigma Basics
Sigma refers to standard
deviation, measure of
variation.
Six sigma refers to a
process having six
standard deviations
between the process
mean and the nearest
specification limit
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101. Six Sigma Basics
What is 99% quality
20,000 lost articles of mail per hour
5,000 incorrect surgical operations per week
2 shorts or long landings at major airports each day
200,000 incorrect filled prescriptions every year
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102. Six Sigma Basics
Most products and services have multiple customer
requirements and there for there can be several
chances or opportunities for a defect to appear.
102
103. Six Sigma Basics
퐷푃푂 =
푛표. 표푓 푑푒푓푒푐푡푠
푛표. 표푓 푢푛푖푡푠 x (푛표. 표푓 표푝푝표푟푡푢푛푖푡푖푒푠)
103
104. Six Sigma Basics
퐷푃푀푂 = 퐷푃푂 x 106
퐷푃푀푂 =
푛표 표푓 푑푒푓푒푐푡푠 x 106
(푛표 표푓 푢푛푖푡푠) x (푛표 표푓 표푝푝표푟푡푢푛푖푡푖푒푠)
104