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leanTRANSCRIPT
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LEAN MANUFACTURING
Module-2
1
POM04
Value Stream Mapping
A very powerful tool for implementing the lean transformation
process is Value Stream Mapping (VSM).
Value stream mapping is a pencil and paper tool that helps you
to see and understand the flow of material and information as
a product makes its way through the value stream.
A value stream is all the actions (both value added and non-
value added) currently required to bring a product through the
main flows essential to every product.
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Value Stream Mapping
Current State Map
Follow a products production path from customer to supplier, and
carefully draw a visual representation of every process in the
material and information flow.
Future State Map
Ask a set of key questions and draw the map of how value should
flow in the future (desired flow).
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Value Stream Mapping4
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Value Stream Mapping5
Steps
Select one value stream - a product familyWalk the physical flow of material no data collectionWalk the flow again, collecting dataDraw the Current State MapIdentify opportunities to eliminate waste and create flowDraw the Future State MapGenerate a Value Stream PlanStart making the improvementsConduct Value Stream ReviewsRepeat the cycle
Selecting a Product Family6
A Product Family
A family is group of products that pass through similar processing steps and over common equipment in the downstream process and have similar work
contents.
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Value Stream Mapping Icons1
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Value Stream Mapping Icons2
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Value Stream Mapping Icons3
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Terms one should know before mapping
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Customer Need
Demand : Number of units per day the customer wants.
Available Working Time: Scheduled working time minus breaks ,meetingand clean up time
Inventory
WIP : Number of units waiting to be worked on or waiting to be moved.
Finished: Number of units in stores or waiting to be shipped .
Terms one should know before mapping
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Each Process StepCycle Time : The time between one part coming off the process and thenext part coming off.
Number of people: Required to operate the process
Uptime: The percentage of time the equipment is available to run ,whenit is needed to run
Batch Size: Typical lot size or minimum.
Change Over Time: The time from the last good piece of one batch to thefirst good piece of the next batch.
EPE..Every part every ____ .How often do you changeover to producethis part.
Terms one should know before mapping
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Each Process Step
Takt Time TT : Available time per day/demand per day.
Inventory(Measured in days) = Number of units /demand perday
Overall Flow
Process Lead Time : The time for a unit to make all the way through the process (Sum of Inventory days + Sum of Cycle times).
Processing Time: The time actually spent performing work on the unit(Sum of Cycle times)
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ACME STAMPING CASE
STUDY
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Whats wrong with Acmes Value Stream?
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Traditional mass production thinking about economies of scale
Batches pushed through = Waste
Look at VA time compared to time in plant
LEAN MANUFACTURING
Module-2 & Module-3
2
POM04
Draw the Future State3
The Purpose
Highlight the Sources of Waste
Eliminate them
In short period of time
The Goal
To build a chain of production where the individual processesare linked to the customer(s) either by continuous flow(the best ) or
pull and each process gets as close as possible to producing only
what the customers(need) when they need it
Guidelines for Drawing a Future State
Guideline#1 Produce to Takt Time
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What is the Takt Time for the chosen Product family?
Takt time = Available working time = 27600 seconds per shift = 60 seconds
Customer demand 460 units per shift
This Takt time means in order to meet the customer demand in
the available time Acme needs to produce a steering bracket
every 60 seconds in its assembly operation
This number does not include time for equipment downtime,
change overs between left and rightdrive brackets or
scrap and rework
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Guidelines for Drawing a Future State
Guideline#2 Develop Continuous flow when ever possible
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Continuous flow refers to one piece at a time ,with each item is passed from one processing step to the next without stagnation (and
many other wastes) in between
Continuous flow is the most efficient way to produce and one should use lot of creativity in trying to achieve it.
Guidelines for Drawing a Future State
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Isolated Islands
Continuous Flow
Guidelines for Drawing a Future State
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Guideline#3 Use Supermarkets to control production where continuous
flow does not extend upstream
There are often spots in the value stream where continuous flow is not possible and
batching is necessary. There can be several reasons for this including
Some processes operate at very fast or slow cycle times.
Some processes need to changeover to serve multiple product families( e.g. stamping orinjection molding)
Some processes, such as those at suppliers, are far away and shipping one at a time isrealistic.
Some processes have too much lead time or are too unreliable to couple directly to otherprocesses in a continuous flow
Guidelines for Drawing a Future State
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Install a pull system where continuous flow is interrupted(even when theupstream process must still operate in a batch mode
A production kanban triggers production of parts while a
withdrawal kanban is a shopping list that instructs the material handler to
get and transfer parts
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Guidelines for Drawing a Future State
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Guideline#4 Try to send the customer schedule to only one production
process
By using supermarket pull systems you will typically need to schedule only onepoint in your door-to-door value stream. This point is called the pacemaker
process because how you control production at this process sets the pace for all
upstream processes.
So the pacemaker is frequently the most downstream continuous flow processin the door-to-door value stream . On the future state map, the pacemaker is the
production process that is controlled by the outside customers orders.
Guidelines for Drawing a Future State
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Guidelines for Drawing a Future State
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Guideline#5 Leveling the production mix at the pacemaker
Leveling the product mix means distributing the production of different products evenly over a time period .
For example instead of assembling all the "Type A products in the morning and all the Type B in the afternoon ,leveling the mix
means alternating repeatedly between smaller batches of A
and B.
Guidelines for Drawing a Future State
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The icon for production leveling is this symbol, which is inserted into an
information flow arrow.
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Guidelines for Drawing a Future State
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Guideline#6 Leveling the production volume
Regularly release only small,consistent amount of work(usually between 5-60min worth) at the pacemaker process and simultaneously take away an equal
amount of finished goods.We call this practice a paced withdrawal.
We call the consistent increment of work the pitch, and often calculate thepitch increment based on packout container quantity(the number of parts one
finished goods container holds) or a multiple or fraction of that quantity
For example, if the takt time = 30 seconds and the pack size = 20 pieces, then
pitch = takt time pack size= 30 sec 20 pcs = 10 minutes
Guidelines for Drawing a Future State
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Guideline#6 Leveling the production volume
In other words ,every 10 minutesa) Give the pacemaker process instruction to produce one pack
quantity
b) Take away one finished pitch quantity
One way to think of pitch is as your management time frame. How
often do you know your performance to customer ?
Guidelines for Drawing a Future State
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Guideline#6 Leveling the production volume
There are many ways to practice paced withdrawal of small,consistent quantities of work.
A tool used at some companies to help both the mix and volume of
production is load-leveling box or Heijunka box
Guidelines for Drawing a Future State
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Guideline#6 Leveling the production volume
A load leveling box has a column of kanban slots for each pitch
interval, and a row of kanban slots for each product type. In this system,
kanban indicate not only the quantity to be produced but also how long
it takes to produce that quantity (based on takt time).
Kanban are placed(loaded) into the leveling box in the desired mixsequence by product type(see the leveling box illustration).The material
handler then withdraws those kanban and brings them to the pacemaker
process,one at a time,at the pitch increment
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Guidelines for Drawing a Future State
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Guideline#6 Leveling the production volume
Guidelines for Drawing a Future State
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Guideline#7 Develop the ability to make every part every day(then
every shift every hour or pallet or pitch) in fabrication process upstream
of the pacemaker process.
This describes how frequently a process changes over to produce all part variations. An initial goal at many plants is to make at least every
part every day for high-running part numbers.
In general, we note either the batch sizes or EPEI in the data
boxes.EPEI stands for Every part Every Interval-where interval is
replaced with a time such as week,day,shift,hour,pitch or takt
LEAN MANUFACTURING
Module-3 Continuation
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POM04
Three Stages of lean application
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Flow Stage
The tools and concepts necessary to establish flow include
Continuous flow-one for- one manufacturing. Work cells. Line balancing. Standardized work. Quick Changeover . Autonomous maintenance. In-process supermarkets. Kanban system. First-in,first out(FIFO) lanes.
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Three Stages of lean application
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Continuous Flow
Continuous flow can be summarized in a simple statement move one , make one(or move one small lot, move one small lot)
Continuous flow processing means producing or conveying
products according to three key principles
Only what is needed
Just when it is needed
In the exact amount needed
Three Stages of lean application
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SMED:
It is a theory and set of techniques that makes it possible to set up or changeover the equipment in less than 10 minutes.
SMED begins with a thorough analysis of current setup procedures .It is applied inthree sequential stages:
1) Distinguish between internal setup tasks that can performed only while the machine is
shut down and external setup tasks that can be performed while the machine is running.
2) Convert internal tasks to external tasks when possible ; improve storage and
management of parts and tools to streamline external setup operations.
3) Streamline all setup activities by implementing parallel operations(dividing the work
between two or more people) using functional clamping methods instead of bolts,
eliminating adjustments and mechanizing when necessary.
Three Stages of lean application
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Quick changeover:
When you establish takt time ,create work cells and implement standardizedwork ,it is likely that you want to increase the variety of products flowing through
the cells.
Such flexibility requires tooling changes that do not disrupt continuous flow .Thismeans for achieving this goal is the quick changeover(QCO) method.
QCO originates from a methodology called single-minute exchange ofdie(SMED) that was developed by Sheigo Shingo at Toyota.
Three Stages of lean application
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Autonomous maintenance
Maintenance that is performed by the machine operator rather than the maintenance staff.
Autonomous maintenance includes tasks such as lubricating and tighteningmachine parts.
Autonomous maintenance is a basic element of total productivemaintenance
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Three Stages of lean application
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In-process Supermarkets
A Supermarket of work-in-process may be necessary to ensure that flow is possible.
It is used when there are multiple demands made on a machine or aprocess.
Where obstacles to continuous flow exist , you can use an in-processsupermarket system
Three Stages of lean application
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Kanban System
In Japanese , Kanban means card , billboard , or Sign .
Kanban refers to the inventory control card used in a pull system.
Kanban also is used synonymously to refer to the inventory controlsystem developed for use within Toyota Production System
Three Stages of lean application
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Types of Kanban
Production Kanban: authorizes the production of goods
Withdrawal Kanban :authorizes the movement of
goods
Signal Kanban: indicating the number of parts to beproduced in a batch operation
Three Stages of lean application
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FIFO Lanes
Sometimes it is appropriate to use a FIFO(first-in,first-out) lane between decoupled processes instead of a supermarket to maintain a
flow between them
FIFO is like a chute that can hold a certain amount of Inventory ,with thesupplying process at the chute entrance and customer process at the exit.
Parts leave the chute in the same order that they went in
If the FIFO lane gets full ,the supplying process must stop producing until thecustomer has used some of the Inventory.
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Three Stages of lean application
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FIFO Lanes
FIFO lanes are useful in the following situations
Where multiple value streams meet before product customization and large batch operations where dissimilar parts go through an operation such as
anodizing, welding, stamping or painting .
Another example, you ship to an outside plating process one time per day.The plater can handle only 50 pieces per day. So you set up a FIFO lane sized
to hold at most 50 pieces of plating work.
Three Stages of lean application
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FIFO Lanes
Difference between Supermarket and FIFO
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Supermarket
Controlled inventory- downstream process pulls what it needs and the upstream process produces whats consumed.
FIFO Lane
Controlled inventory(required) fed to downstream process in a specific order.
Sequenced pull from an upstream process with short lead time
FIFO
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In the case of custom products and job shops, the scheduling point often needs to be further upstream as shown below.
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LEAN MANUFACTURING
KAIZEN & TOTAL PRODUCTIVE
MAINTENANCE
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POM04
KAIZEN
Kaizen means breaking apart the current situation ,analyzing it
and quickly putting it back together to make it better.
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KAIZEN
Kaizen events are sometimes called .
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Kaizen Bursts
Kaizen Blitzes
KAIZEN Event Timing
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In addition to the event itself ,there is event planningA few days , spread over weeks
and follow-up
A Typical Kaizen event is 3-5 days in lengthCan be shorter (< 1day) depending on the scopeMay be long enough to allow implementation and demonstration of results.
A complex problem (e.g. , implementation of pull system) may be broken down into several Kaizens.
Each must have a defined ,demonstrable end point
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KAIZEN BENEFITS
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Improvement get made
Waste gets eliminated
Results are seen quickly
Participants learn skill and get experience
Cross functional teams provide better understanding of end-to-end process
The solution has strong user ownership
Employee motivation is enhanced
A successful event builds energy for the next steps.
Things
get done
KAIZEN BENEFITS
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Improvement get made
Waste gets eliminated
Results are seen quickly
Participants learn skill and get experience
Cross functional teams provide better understanding of end-to-end process
The solution has strong user ownership
Employee motivation is enhanced
A successful event builds energy for the next steps.
Things
get done
KAIZEN EVENT SPECIFIES
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PLAN THE EVENT
CONDUCT THE EVENT
EVENT FOLLOW-UP
PLANNING A KAIZEN EVENT
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1.DEFINE THE SCOPE
2.SET THE OBJECTIVES
3.SELECT THE TEAM
4. SELECT THE EVENT
LEADER
5.DECIDE ON EVENT
LENGTH
6.SCHEDULE THE EVENT
7.ARRANGE THE
PARTICIPANT AVAILABILITY
8.ARRANGE THE
MANAGEMENT AVAILABILTY
9.DEFINE PREWORK
10.SCHEDULE & DO
PREWORK
11.ARRANGE MEETING
FACILITIES
12.ARRANGE FOR
PRODUCTION
INTERRUPTIONS
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CONDUCTING A KAIZEN EVENT
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1.KICK OFF
,PURPOSE,SCOPE
2.SET THE IMPROVEMENT
TARGET
3.TRAINING:
PROCESS,TOOLS
4. ANALYZE THE
PROBLEM
5.PROPOSE A
SOLUTION
6 .IMPLEMENT THE
SOLUTION
7.IMPROVE THE SOLUTION
8.DOCUMENT THE
SOLUTION
9.DEFINE A CONTROL
PLAN
10.PRESENT RESULTS TO
THE MANAGEMENT
11.CELEBRATE THE
SUCESS
KAIZEN EVENT FOLLOW UP
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1.PUBLICIZE THE
PROCESS
2.AUDIT THE
PERFORMANCE
(ON-GOING)
3.LEVERAGE TO SIMILAR
SITUATIONS
Total Productive Maintenance
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What is TPM?
It is a holistic approach to equipment maintenance that strives to achieve
perfect production.
No Breakdowns. No small stops or slow running. No defects.
In addition it values a safe working environment
No accidents
Source:http://www.leanproduction.com/tpm.html
Total Productive Maintenance
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TPM emphasizes proactive and preventive maintenance to maximize theoperational efficiency of the equipment
The implementation of a TPM program creates a shared responsibility for equipment that encourages greater involvement by plant floor workers.
It blurs the distinction between the roles of production and maintenance byplacing a strong emphasis on empowering operators to help maintain their
equipment.
In the right environment this can be very effective in improving productivity (increasing uptime, reducing cycle times, and eliminating defects).
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Total Productive Maintenance
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The Traditional TPM Model
The traditional approach to TPM was developed in the 1960s and consists of 5S
as a foundation and eight supporting activities (sometimes referred to as pillars).
LEAN MANUFACTURING
Module-5 SIX SIGMA
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POM04
Process Capability Study
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A Process capability study is a systematic procedure for determining the capability of a process
The Process capability study may include studies to improve the process and in turn the capability of the process.
A Process capability study measures the capability of a specific piece of equipment or process under specific operating conditions.
Process Capability Study
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Steps for conducting a process capability study
Defining the processing conditions
Selecting a representative operator
Ensuring that sufficient raw materials are available
Ensuring that the measurement system is reliable
Step 1:Preparing for the study: This involves
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Process Capability Study
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Steps for conducting a process capability study
Running the process and collecting data
Ensuring simultaneously that the process is stable using the same methods as for setting up a control chart
Since common process capability calculations are based on a stable , normally distributed process . If the process is not stable , one should not
conduct a process capability study.
Calculating the process mean and process variation for the measured output.
Step 2: Determine the process output: The process output can be determined by
Process Capability Study
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Steps for conducting a process capability study
A specification normally consists of the nominal or ideal measure for the product and tolerance, which is the amount of variation acceptable to the
customer.
Step 3: Comparing the process output to the specification
Tolerance limit is the difference between the upper specification limit(USL) and the lower specification limit(LSL).
Process Capability Study
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Steps for conducting a process capability study
There are a variety of activities to improve a process such as 8D problem solving or mistake proofing.
Step 4: Take action to improve the process.
Process Capability Indices
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The process Capability Index(Cp) is defined as the ratio of the specification width to the natural tolerance of the process.
Cp = UTL-LTL/6
UTL = upper tolerance limit
LTL = lower tolerance limit
= Standard deviation of the process
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Process Capability Study Process Capability Indices
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The process Capability Index(Cp) is defined as the ratio of the specification width to the natural tolerance of the process.
Cp = UTL-LTL/6
UTL = upper tolerance limit
LTL = lower tolerance limit
= Standard deviation of the process
Cp Value
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Cp Value Evaluation Action
Cp>1.67 Too much capabilty No concern of measure in product variation
1.67>Cp>1.33 Sufficient capability Ideal condition,maintain it
1.33>Cp>1.00 Moderate capabilty
Process control has to be firm.When Cp is
close to 1,rejections can occur
1.00>Cp>0.67 Insufficient capability
Rejections are there.100 percent inspection is
required.Process needs to be controlled and
improved
0.67>Cp
Capability very much
insufficient
Quality not satisfactory.Standards and
processes need immediate review and
improvement
Sampling Methods
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Sampling methods are classified into:
1. Non-Probability sampling
Judgmental sampling
2. Probability sampling
Simple random sampling Systematic samplingStratified samplingCluster sampling
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Sampling Methods
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Simple random samplingEvery item in the population has an equal probability of being selected
Stratified samplingThe population is partitioned into groups, or strata, and a sample is
selected from each stratum
Systematic samplingEvery nth (4th, 5th etc.) item is selected
Cluster samplingA typical group is selected, and a random sample is taken from within
the group
Judgment samplingExpert opinion is used to determine the location and characteristics of a definable sample group
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Acceptance Sampling
Acceptance sampling is an important field of statistical quality control that was popularized by Dodge and Romig .
It was originally applied by the US military for testing of bullets during World War II.
A decision may be made to accept or reject a lot or consignment of
items sent by a vendor depending upon the number of defective (non
conforming) items found in the sample drawn at random from the lot.
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Sampling Plans
There are three types of acceptance sampling plans.
1. Single sampling plan
2. Double sampling plan
3. Multiple sampling plan
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Sampling Plans
Single sampling plan: When a decision on acceptance or rejection of the lot is made on the basis of only one sample , the acceptance is known as a
single sampling plan.
If N is the lot size from which the sample is drawn, n the sample size, c the
number of allowable defectives in the sample, then the sampling plan shown.
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Single Sampling Plan
Accept the lot
Inspect a sample of n pieces
If the number of defectives(m)
Exceeds cDoes not exceed c
Reject the lot
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Double Sampling Plan
In a double sampling plan ,the decision on acceptance or rejection of the lot is based on two samples .We take a second sample if we are not in a
position to arrive at a decision about accepting or rejecting the lot on the
basis of a single sample.
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Double Sampling PlanInspect n1 Pieces
If the number of defectives
C1
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Tools for Process Analysis
Process Mapping
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A process map or flowchart identifies the sequence of activities or the flow
of materials and information in a process.
Connector
Process/Step/ActionDecision Begin/End
Start/Stop
LEAN MANUFACTURING
Module-5 SIX SIGMA
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POM04
Measurement System Analysis(MSA)
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A Measurement system analysis is an experimental and mathematical model of determining how much the variation within the measurement
process contributes to overall process variability
Accuracy vs Precision
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Accuracy is defined as the closeness of agreement between an observed value and an accepted reference value or standard.
Precision is defined as the closeness of agreement between randomly selected individual measurements or results.
A measurement system may be precise but not accurate.
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Accuracy vs Precision
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Instrument A =0.248 in
Instrument B = 0.259 in
Standard value =0.25 in
A is more accurate than B
Example
Instrument A =
(0.248, 0.246, 0.251)
Instrument B =
(0.259,0.258,0.259)
B is more precise than A
Accuracy vs Precision
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Repeatability vs Reproducibility
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Repeatability or equipment variation is the variation observed when thesame operator measures the same part repeatedly with same device.
Reproducibility, or operator variation, is the variation observed whendifferent operators measure the same parts using the same device.
Measurement System Evaluation and Verification
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Measurement System Evaluation and Verification
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LEAN MANUFACTURING
Module-5 SIX SIGMA
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POM04
FAILURE MODE EFFECTS ANALYSIS(FMEA)
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Failures are any errors or defects ,especially ones that affect the customer
and can be potential or actual.
FMEA is a step-by-step approach for identifying all possible failures in a
design, a manufacturing or assembly process or a product or service.
Effects analysis refers to studying the consequences of those failures.
Types of FMEAs
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The different types of FMEA are:
1. System- focuses on global system functions
2. Design- focuses on components and subsystems
3. Process-focuses on manufacturing and assembly processes
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System FMEA
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Analysis is at highest-level analysis of an entire system, made up of various
subsystems.
The focus is on system-related deficiencies, including
System safety and system integration Interfaces between subsystems or with other systems Interactions between subsystems or with the surrounding environment Single-point failures (where a single component failure can result in complete failure of the entire system)
Human Interactions
Design FMEA
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Analysis is at the subsystem level (made up of various components) or
component level.
The Focus is on product design-related deficiencies, with emphasis on
Improving the design Ensuring product operation is safe and reliable during the useful life of the equipment.
Interfaces between adjacent components.
Design FMEA usually assumes the product will be manufactured according
to specifications.
Process FMEA
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Analysis is at the manufacturing/assembly process level.
The Focus is on manufacturing related deficiencies, with emphasis on
Improving the manufacturing process Ensuring the product is built to design requirements in a safe manner, with minimal downtime, scrap and rework.
Manufacturing and assembly operations, shipping, incoming parts, transporting of materials, storage, conveyors, tool maintenance, and
labeling.
Process FMEAs most often assume the design is sound
FMEA Work Sheet
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FMEA Example
FMEA
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SEV = How severe is effect on the customer?OCC = How frequent is the defect likely to occur?DET = How probable is detection of defect?
RPN = Risk priority number in order to rank concernsRPN =SEV x OCC x DET
RPN > 90 (requires corrective action)
DESIGN OF EXPERIMENTS(DOE)
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DOE is an entire field of statistics devoted to understanding the often complex relationships in a process and finding the most efficient and
effective combination of factors producing the highest quality output.
It can help you identify not only single factors that influence an outcome , but also interactions between factors that help or hinder.
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Simple Design Experiment
Outcome of Interest: % or number of lost sales
Factors chosen for the study
(based on brainstorming and
discussion among team
members about the most
contributors
Sequence in which customers are contactedExperience level of the sales personQuantity discounts
Level for the factors
Generally DOE test each
factor at two levels , but some
designs allows for three or
more
Sequence
1. Customers receive a brochure , then a
follow-up call
2. Customers receive a call , then a follow-
up brochure
Experience level
1. Less than six months
2. Six months or more
Quantity discounts
1. 10 % discount if purchase totals $ 100
more
2. 15 % discount if discount if purchase
totals $ 100 or more
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Simple designed experiments eight trials
LEAN MANUFACTURING
Module-5 SIX SIGMA
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POM04
Definitions of quality
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Traditional Definition Quality means fitness for use
Modern Definition Quality is inversely proportional to variability
Quality Improvement is reduction in variability in processes and products
What is Six Sigma?
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Six sigma can be best described as a business process improvement
approach that
seeks to find and eliminate causes of defects and errors,reduces cycle times and cost of operations,improves productivity,better meets customer expectations, andachieves higher asset utilization and returns on investment in manufacturing and service processes.
Six Sigma was born when Motorola published its Six Sigma quality programme in 1987.
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What is Six Sigma?
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Six sigma is based on three key quality principles
Focusing on customers
Critical to quality parameters (CTQs)
Continuous improvement
Employee participation and empowerment
Six sigma is based on the philosophy of integrated systems based
thinking
Six Sigma
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Defect
Anything that does not meet customer requirements is called defect.
Metric
A metric is a verifiable measurement of some particular characteristic ,either numerically (e.g. percentage of defects ) or in qualitative terms (e.g. level of
satisfaction poor or excellent).
In Six sigma a defect or non-conformance is a measure of quality
Defects per million Opportunities(DPMO)
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Defects per unit
Defects per million opportunities(DPMO)
DPMO = (Number of defects discovered/opportunities for error)*1000000
Defined as number of defects in a given unit of product or process.
Opportunity for error = Number of units produced Opportunities for defects per unit
Defects per million Oppurtunities(DPMO)
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Use of DPMO is used to define quality broadly
For Six Sigma projects ,the value is 3.4 defects per million opportunities
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Defects per million Oppurtunities(DPMO)
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If the average no of bags per customer is 1.6 and the airline recorded 3 lost bags for 8000 customers in one month .
No of defects discovered = 3 No of opportunities = 1.6 8000 = 12800 DPMO = (3/12800 ) 1000000 = 234.375
Sigma Level
Sigma Level = NORMSINV(1- Number of defects discovered/opportunities for error) + 1.5
Sigma Conversion Table
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DPMO & Sigma Level
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HudsonBella company makes designer bags for several of its client stores
in Oklahoma. During
the quality inspection conducted on 500 random bags on each of its three
manufacturing lines on
Sep 5,
2012, following defects were found:
Line 1: 10 defects
Line 2: 15 defects
Line 3: 25 defects
What is the overall sigma level at which HudsonBella is operating ?
DPMO & Sigma Level
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An electronics firm manufactures 500,000 circuit boards per
month. A random sample of 5,000 boards is inspected every
week for 5 characteristics. During a recent week, 2 defects were
found for one characteristic, and one defect, each, was found for
the other four characteristics. If these inspections produced defect
counts that were representative of the population, what is the
overall sigma level for the process? What is the sigma level for
thecharacteristic that showed 2 defects?
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Sigma Problem Solving Methodology
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The problem solving methodology used in Six Sigma is called DMAIC
(Define , Measure , Analyze , Improve , Control
Define Phase
What are the problems and their scope?Identify the customers and the critical to quality parametersAddress project management issues such as what will need to be done ,by whom and when.
What are the independent and dependent variables affecting the project?
Define Phase
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The customer perception about quality attributes are updated from time
to time by conducting customer surveys.
Important tools used in this Phase
Brainstorming
Pareto Analysis
Quality Function Deployment (QFD)
Process Mapping
Project Charter
99
In the Define phase ,the project leaders create a Project Charter.
Necessary Project Charter Areas
Project Title: It is important to the name the project with a properly descriptive title that will allow people to quickly view and select your project
based on key words and phrases.
Ex: If you are increasing Call Centre effectiveness, a possible title may be
Call Centre Cycle time or Call Center Variation reduction.
Project Charter
100
Necessary Project Charter Areas
Black Belt/Green Belt: This is the person leading the process improvement project . It is important to identify the project leader so management knows
who is leading the effort and others can locate the leader for gather further
knowledge at a later date.
Mentor/Master Black Belt: It is important to identify a resource for the project leader to lean on if any project questions or issues arise.
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Project Charter
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Necessary Project Charter Areas
Project Start Date:
Anticipated Project End Date
Project Charter
102
Necessary Project Charter Areas
Cost of Poor Quality:
Process Importance
Project Charter
103
Necessary Project Charter Areas
Process Problem
Process Start/Stop Points
Project Goals
Project Charter
104
Necessary Project Charter Areas
Team Members
Project Time Frame
Project Measurements
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105
Measure Phase
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Measuring the processes that impact the CTQs and the defects arising in
the product due to the process.
Identify causal relationships between the process performance(X) and Customer Value (Y), that is
Y =f(x)
Collect data
Measure Phase
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Important tools used in this Phase
Process Mapping
QFD
Cause and effect matrix
7 Quality control tools
Calculation of process sigma and process capability studies
Gauge R and R studies
ANOVA
Analyze Phase
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Focus on why defects ,errors or excessive variation occurs
Experiments are conducted to verify the hypothesized relationship
Statistical thinking ,analysis and computer simulation techniques re used
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Analyse Phase
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Important tool used in this Phase
Gap analysis and improvement goals
Process map analysis
Regression analysis
ANOVA
Test of hypothesis
Improve Phase
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Focuses on removing or resolving the problem and improving the performance measures of the CTQs
Problem solutions often entail technical and organizational changes
Improve Phase
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Design of experiments techniques
Test of hypothesis
Important tools used:
Control Phase
112
Focuses on how to maintain the improvements over time.
Can include establishing the new standards and procedures ,training the workforce and instituting controls like check lists , periodic status reviews
,statistical process control charts etc.
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LEAN MANUFACTURING
Module-5 SIX SIGMA
113
POM04
Analyzing and Prioritizing Customer Requirements
114
One approach to Prioritizing customer requirements is called a Kano Analysis based on the ground breaking work of Noriaki Kano, a key
figure in the Japanese quality movement.
Dr. Kano realized the importance of dividing customer requirements into three categories
Dissatisfiers or Basic Requirements
Satisfiers or Variable RequirementsDelighters or Latent Requirements
Analyzing and Prioritizing Customer Requirements
115
Dissatisfiers or Basic Requirements: Dr Kano often called this type of requirement a Must Be:these features or performance requirements must
be present to meet the minimal expectations of the customers.
The customers probably wont notice if these features or performance standards are met ,but they will notice and be extremely unhappy, if
they are missing.
Analyzing and Prioritizing Customer Requirements
116
Satisfiers or Variable Requirements.The better or worse you perform on those requirements,the higher or lower will be your rating from a customer.
Price certainly is the most prevalent of the satisfiers:the less a customer has to pay for a given set of features or capabilities,the happier the
customer.
In Kanos terms ,these are the more is better category-the more a customer gets of these features,the more satisfied they are.
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Analyzing and Prioritizing Customer Requirements
117
Delighters or Latent requirements: These are features,factors or capabilities that go beyond what customers expect or that target needs
the customer cant express for themselves.
No customer ever said Give me a Palm pilot
KANO Model
118
High Customer
Satisfaction
LOW Customer
Satisfaction
Done Very
Well
Not done
or
Done
Poorly
Breakthrough Customer
Needs/features:
Delighters!!Core Competitive
Requirements:
Satsifiers!!
Basic Requirements:
DisSatsifiers!!
Alternatives to Kano Analysis
119
Another way to identify priority customer requirements is to let yourcustomer tell you what they think.
Show they a list of requirements youve developed and ask them torate them individually on a scale of 1 to 5 or rank them sequentially from
most to least important.
High level Process Maps
120
The final step in Define which will probably be on the agenda of your third of fourth team meeting will be to develop a picture of the
process involved in the project by creating a high level flow chart
Some teams are tempted to skip this steps but without it the team will take even longer to focus on the problem.
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High level Process Maps
121
A block diagram flowchart deriving from Suppliers,Inputs,Process,Outputs and Customers.
General Structure of SIPOC Process Map
High level Process Maps
122
Suppliers:The people or organization that provides information ,material
and other resources to be worked on in the process.
Inputs :The information/materials provided by suppliers that are
consumed or transformed by the process.
Process :The series of steps that transform(and we hope,add value to)
the inputs.
Output :The product or service used by the customer
Customer:The people,company or another process that receives the
output from the process.
High level Process Maps
123
Simple SIPOC Process Map
Voice of the Customer
124
Customer requirements as expressed in customers own terms.
Obtained through
Comment cards and formal surveys
Focus groups
Direct customer contact
Complaint analysis
Internet monitoring
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Cost of Quality(COQ)
125
Cost of quality are costs associated with avoiding poor quality or those
incurred as a result of poor quality.
Prevention costs are investments made to keep nonconforming products
from occurring and reaching the customer.
Quality planning costs
Process control costs
Training and general management costs
Cost of Quality(COQ)
126
Appraisal costs are costs associated with efforts to ensure conformance to
requirements , generally through measurement and analysis of data to
detect non conformance
Test and inspection costs
Instrument maintenance costs
Process measurement and control costs
Cost of Quality(COQ)
127
Internal failure costs occur as a result of unsatisfactory quality found
before the delivery of the product to the customer.
Scrap and rework costs,including material ,labor and overheadCost of corrective actionDowngrading costs,such as revenue lost when selling a product at lower price because it does not meet specifications
Process failures,such as unplanned downtime or unplanned equipment repair.
Cost of Quality(COQ)
128
External failure costs occur after poor quality products reach the
customer.
Costs due to customer complaints and returns , including rework or returned cancelled orders and freight premiums.
Product recall costs and warranty claims ,including the cost of repair or replacement as well as associated administrative costs
Product liability costs , resulting from legal actions and settlements
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PARETO ANALYSIS
129
Pareto analysis helps to identify the vital few from trivial many and provides direction for selecting projects for
improvement.
A Pareto diagram is a histogram of the data from the largest frequency to the smallest.
Pareto diagrams are used to analyze cost of quality data.
Practice Exercise : Pareto Diagram
130
Process Measurement
131
Measurement is the act of quantifying the performance dimensions of products,services, processes and other business acivities.
Measurement phase involves collecting data for analysis
Measures and indicators refer to the numerical information that results from measurement
Process Metric
132
A metric is a unit of measurement that provides a way to objectively quantify a process
Metrics are used to measure data. Metrics can be discrete(countable) or continuous.
Example, dpmo (defects per million opportunities) is used to measure six sigma
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Identifying and selecting process metrics
133
Example of a Pizza Ordering and filing process for home delivery
Dashboards and Scorecards
134
Dashboards and scorecards provide a consistent source of
information for tracking progress.
Data collection
135
Data can be collected by data sheets or check sheets.
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