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© 2004 Superfactory™. All Rights Reserved.
Mistake Proofing and Poka Yoke
Superfactory Excellence Program™
www.superfactory.com
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© 2004 Superfactory™. All Rights Reserved.
Disclaimer and Approved use
 Disclaimer
 The files in the Superfactory Excellence Program by Superfactory Ventures LLC
(“Superfactory”) are intended for use in training individuals within an organization. The
handouts, tools, and presentations may be customized for each application.
 THE FILES AND PRESENTATIONS ARE DISTRIBUTED ON AN "AS IS" BASIS WITHOUT
WARRANTIES OF ANY KIND, EITHER EXPRESSED OR IMPLIED.
 Copyright
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are no known copyright issues. Please contact Superfactory immediately if copyright issues
become apparent.
 Approved Use
 Each copy of the Superfactory Excellence Program can be used throughout a single Customer
location, such as a manufacturing plant. Multiple copies may reside on computers within
that location, or on the intranet for that location. Contact Superfactory for authorization to
use the Superfactory Excellence Program at multiple locations.
 The presentations and files may be customized to satisfy the customer’s application.
 The presentations and files, or portions or modifications thereof, may not be re-sold or re-
distributed without express written permission from Superfactory.
 Current contact information can be found at: www.superfactory.com
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© 2004 Superfactory™. All Rights Reserved.
Outline
 What is Mistake Proofing?
 Everyday Examples
 Effectiveness & ROI
 Error Proofing and SPC
 Inspection Techniques
 Types of Poka Yokes
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© 2004 Superfactory™. All Rights Reserved.
What is Mistake Proofing?
• The use of process or design features to prevent errors or their
negative impact.
• Also known as Poka yoke, Japanese slang for “avoiding
inadvertent errors” which was formalized by Shigeo Shingo.
• Inexpensive.
• Very effective.
• Based on simplicity and ingenuity.
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Everyday Examples
Which dial turns on the burner?
Stove A
Stove B
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Everyday Examples
How would you operate these doors?
B
A C
Push or pull? left side or right? How did you know?
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Everyday Examples
New lawn mowers are required to have a
safety bar on the handle that must be pulled
back in order to start the engine. If you let go
of the safety bar, the mower blade stops in 3
seconds or less.
Fueling area of car has three error-proofing devices:
1. insert keeps leaded-fuel nozzle from being inserted
2. tether does not allow loss of gas cap
3. gas cap has ratchet to signal proper tightness and
prevent overtightening.
3.5 inch diskettes cannot be inserted unless diskette
is oriented correctly. This is as far as a disk can be
inserted upside-down. The beveled corner of the
diskette along with the fact that the diskette is not
square, prohibit incorrect orientation.
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Everyday Examples
Whose signature is required?
Before:
After:
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Evidence of the Effectiveness
Source: Productivity Inc. and Shingo prize profiles
 AT&T Power Systems is first US manufacturer to win the Deming
prize. Average outgoing defects reduced by 70%
 A washing machine drain pipe assembly line produced 180,000 units
without a single defect (6 months).
 TRW reduced customer PPM’s from 288 to 2.
 Federal Mogul: 99.6% less customer defects and 60% productivity
increase
 DE-STA-CO: reduced omitted parts 800 to 10 ppm with a 15-30%
productivity increase
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Evidence of the Effectiveness
Cooper Automotive:
 95% less defects than nearest competitor
 75% less injuries
 99.6% less customer defects (13 ppm)
 88% in-plant defect reduction
 70% less warranty cost
 89% scrap reduction (0.7%)
 60% productivity increase
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Mistake Proofing ROI
 Dana corporation has reported a $500,000 savings resulting from a
$6 device
 Ortho-Clinical Diagnostics (Johnson & Johnson) saved $75000
annually by discovering a new use of Post-It® notes
 AT&T Power Systems (Lucent Technologies) reported net saving of
$2545 per device (3300 devices)
 Weber Aircraft reports saving $350,000 during their first year of
implementation of approximately 300 devices.
 GE Aircraft Engines spends a minimum of $500,000 on any in-flight
shut-down (IFSD). Spending $10,000 to stop one IFSD yields 50:1
benefit
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Cost of Poka Yoke Devices
Cost of Poka Yoke Devices
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1 $25
or
less
$100
to$250
$1000
or
more
Cost
Proportion
Frequency of Occurrence
Cumulative Proportion
$25
to
$100
$250
to
$1000
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Costs of Defects
Does it cost more to make processes better ? NO
Making processes better leads to reduced
• Rework
• Scrap
• Warranty costs
• Inspection costs
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1-10-100 Rule
The 1-10-100 rule states that as a product or service moves
through the production system, the cost of correcting an error
multiplies by 10.
Activity Cost
Order entered correctly $ 1
Error detected in billing $ 10
Error detected by customer $ 100
Dissatisfied customer shares the experience with others…
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Mistake proofing Puts
“Knowledge in the World”
In addition to “Knowledge in the Head”
Head:
 “Improve” SOPs (increasing
complexity?)
 Retrain
 Re-certify skills
 Manage & enhance
attentiveness
World:
 Provide clues about what to
do
 Change process design:
embed the details in the
process
 Frees mind to consider the
“big picture”
 Facilitates “knowledge work”
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No System of Barriers is Perfect…
Error
Harm
Adapted from James Reason’s
Managing the Risk of Organizational Accidents
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No System of Barriers is Perfect…
…But improvements can be made
Error
Harm
Error
Harm
Adapted from James Reason’s
Managing the Risk of Organizational Accidents
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Each must be managed
to improve
quality and reliability.
 Non-Conformances come from many
sources including:
 Variation
 Culture
 Complexity
 Mistakes
Where does mistake proofing fit?
Culture
Complexity
Variation
Mistakes
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The difficulties with human error
Why existing tools are not enough
Motorola findings:
...it became evident early in the project that achieving a Cp
greater than 2 would go only part of the way. Mistake
proofing the design would also be required ... Mistake proofing
the design is an essential factor in achieving the [total number
of defects per unit] goal.
Smith, B. IEEE Spectrum 30(9) 43-47
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Errors are difficult to manage
using statistics.
Probability
Slot width
omitted
operation
normal
variation
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Poka yoke & SPC
X-bar chart
(measurement data)
p-chart
(attribute data)
Successive-
checks
or
Self-checks
use to sort out
defects, will not
improve the process
special case of np-
chart,
ad hoc design,
will also sort out
defects
Source-
Inspection
use as corrective
action for special
causes
use to eliminate
specific
types of defects
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Error proofing & SPC
 SPC is good at detecting shifts in the process mean or
variance. Changes to the process must be ongoing to be
readily detected.
 Human errors tend to be rare, intermittent events. They are
not readily detected by control charts.
 Use error proofing (not SPC) to reduce defects caused by
human error
Motorola got an order of magnitude closer to their goal
using a combination of SPC and error proofing.
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Task Type Probability
Detection of deviation or inspection 0.07
Alpha input per character 0.008
Numeric input per character 0.003
Assembly per task element 0.00007
As a group they are common
Research study #1 (Harris) >0.80
Research study #2 (Rook) 0.82
Research study #3 (Voegtlen) 0.60
Research study #4 (Headlamps) >0.70
NASA mishaps >0.50
FAA Maintenance problems >0.94
Individually, mistakes are rare
Data from “Human Reliability Data - The State of the Art and the Possibilities”
Jeremy C. Williams, 1989 CEGB
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To err is human
Have you ever done the following:
 Driven to work and not remembered it?
 Driven from work to home when you meant to stop at a
store?
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It happens to workers, too
 Workers finish the shift and don’t remember what they
have done.
 After building green widgets all morning, the workers put
green parts on the red widgets in the afternoon.
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Corrective action
 Recent poll on the Quality newsgroup on the internet: A
majority reported at least 20-30% of corrective actions
were “worker reprimanded and retrained.”
 The admonition to “be more careful” or “pay attention” are
not effective for humans, especially in repetitive
environments.
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“Be more careful” not effective
 “The old way of dealing with human error was to scold people, retrain them, and
tell them to be more careful … My view is that you can’t do much to change
human nature, and people are going to make mistakes. If you can’t tolerate
them ... you should remove the opportunities for error.”
 “Training and motivation work best when the physical part of the system is well-
designed. If you train people to use poorly designed systems, they’ll be OK for
awhile. Eventually, they’ll go back to what they’re used to or what’s easy,
instead of what’s safe.”
 “You’re not going to become world class through just training, you have to
improve the system so that the easy way to do a job is also the safe, right way.
The potential for human error can be dramatically reduced.”
Chappell, L. 1996. The Pokayoke Solution. Automotive News Insights, (August 5): 24i.
LaBar, G. 1996. Can Ergonomics Cure ‘Human Error’? Occupational Hazards 58(4): 48-51.
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A New Attitude Toward Preventing Errors
“Think of an object’s user as attempting to do a task, getting
there by imperfect approximations. Don’t think of the user
as making errors; think of the actions as approximations of
what is desired.”*
*Source: Norman
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A New Attitude Toward Preventing Errors
 Make wrong actions more difficult
 Make it possible to reverse actions —to “undo” them—or make it
harder to do what cannot be reversed.
 Make it easier to discover the errors that occur.
 Make incorrect actions correct.
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Processes and quality defects
• Almost any business activity can be considered a process.
• Production processes involve the flow of material. Machining,
assembly, and packaging are typical production processes.
• Business processes involve the flow of information. Financial
planning, purchasing & order entry are typical business processes.
• All processes have the potential for defects. Hence, all processes
offer a opportunity for the elimination of defects and the resultant
quality improvement.
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What Causes Defects?
1. Poor procedures or standards.
2. Machines.
3. Non-conforming material.
4. Worn tooling.
5. Human Mistakes.
Except for human mistakes these conditions can be
predicted and corrective action can be implemented to
eliminate the cause of defects
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What Causes Defects?
Human Mistakes
Simple errors- the most common cause of defects- occur
unpredictably.
The defect goal is zero! Make certain
that the required conditions are in
place and controlled to make
acceptable product 100% of the time.
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Ten Types of Human Mistakes
 Forgetfulness
 Misunderstanding
 Wrong identification
 Lack of experience
 Willful (ignoring rules or procedure)
 Inadvertent or sloppiness
 Slowliness
 Lack of standardization
 Surprise (unexpected machine operation, etc.)
 Intentional (sabotage)
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Achieving Zero Defects
1. Point of Origin Inspection
2. 100 % Audit Checks
3. Immediate Feedback
4. Poka Yoke
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Inspection techniques
Inspection Techniques Description
Judgment Assesses quality of production outputs or
sorts out defects from good product.
Informative Assesses process by inspecting outputs and
using information gained to control the
process (a feedback loop).
Source Assesses beforehand whether the conditions
necessary for high quality production to exist.
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Judgment Inspection
 Involves sorting the defects out of the acceptable product,
sometimes referred to as “inspecting in quality.”
 The consensus in modern quality control is that “inspecting in
quality” is not an effective quality management approach.
 Judgment inspection does not improve process and should be
used only in the short term.
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Successive checks & Self-check
(post-production product inspection)
Corrected
Product
Attribute
Incorrect
Process
Parameters
Correct
Product
Attribute
Rework
or
Scrap
Setting
Function
Correct
Process
Parameter
Cue
Incorrect
Product
Attribute
Search &
Discover
Causes
Rework only
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Source Inspection
(preemptive process inspection)
Setting
Function Cue
Remedial
Action
Incorrect
Process
Parameters
Correct
Process
Parameter
Correct
Product
Attribute
Source Inspection
Self-Correcting Process Setting
Function
Remedial
Reaction
Incorrect
Process
Parameters
Correct
Process
Parameter
Correct
Product
Attribute
Redesigned
Inconsequential
Process
Parameter
Corrected
Product
Attribute
Error opportunity elimination (Mistake-Proof Design)
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Inspection
The 3 basic approaches to inspection of processed product are:
Judgement/Standard Inspection
Informative Inspection
Point of Origin Inspection
The first two approaches are widely used and considered
traditional.
Only Point of Origin Inspection actually eliminates defects.
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Point of Origin Inspection
Focus on prevention, not detection.
One of the 4 basic elements.
Differs from Judgement and Informative:
Catches errors
Gives feedback before processing
No risk of making more defective product
Detect Error
Feedback/Corrective Action
Process with Zero Defects
By combining Check and Do, the Doing is
controlled so it cannot be wrong 100% of
the time!
May include: Switches that detect miss-fed
parts
Pins that prevent miss-feeding
Warning lights
Sound signals
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Check and Do/Point of Origin Inspection
Point of Origin Inspection
• Check for optimum process conditions
before processing is done and errors can be
made.
• Instant feedback.
• Corrections made before defects occur.
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Setting Functions
Setting function Description
Physical
(Shingo’s contact),
Checks to insure the physical attributes of the
product or process are correct and error-free.
Sequencing
(Shingo’s motion
step),
Checks the precedence relationship of the
process to insure steps are conducted in the
correct order.
Grouping or Counting
(Shingo’s fixed value
methods),
Facilitate checking that matched sets of
resources are available when needed or that
the correct number of repetitions has
occurred.
Information
enhancement
(Chase and Stewart)
Determines and ensures that information
required in the process is available at the
correct time and place, and that it stands out
against a noisy background.
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Setting Functions
The real question you need to ask:
 How are you going to detect an error?
 automatic, not dependent on human attention
 fail in “detect” mode
 simple & low cost if possible
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Regulatory Function (Cues)
Regulatory
Function
Description
Warnings Signals mistake but allows process to continue.
Gagging System shuts down. Some resetting action required to
correct the mistake.
Nonresponse Action leads to no response. The process does not crash
nor does it proceed.
Self-correct Process stops. System proposes correction to mistake.
Let’s talk about
it
Process seeks information about what was really
intended.
Teach me Process associates correct outcomes with incorrect
actions.
Control
Methods
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Regulatory Function (Cues)
The real questions you need to ask:
 How are you going to stop the process?
 the worker needs to get the message?
 By audible or visible warning
 By prohibiting further processing
 How are you going to eliminate the possibility of error?
 The Contrapositive of Murphy’s Law
 Simplicity
 Symmetry
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Where it works & where it does not
Both Self-Checks
& Source Inspection Self-Checks only Source Inspection only
Works well
1. Manual
operations &
worker vigilance
2. Training cost and
turnover high
3. SPC ineffective
5. Attribute data
6. External exceed
internal failure
cost
9. Adjustment & mis-
positioning
possible
10. Blamed for
customer mistakes
11. Special causes
reoccur
Does not
work well 4. Very high-speed
production
7. X-bar & R charts
are effective
8. Destructive tests
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Put “Knowledge in the World”
provide clues about what to do:
 natural mappings
 affordances
 visibility
 feedback
 constraints
Precise outcomes without precise knowledge or action?
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Visibility and Feedback
 Visibility means making relevant parts visible, and effectively
displaying system status.
 Feedback means providing an immediate and obvious effect for
each action taken.
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Mistake Proof or Poka yoke the process!
Not noticing that an error is
made or a machine is not
functioning does not make a
person stupid or foolish.
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Poka Yoke results in Quality of Processes
Dedicated lines
One piece flow
Transformation = Quality production the 1st time
Inspection….eliminated ???
Transport
Storage
Delay/wait
Leadtime
Quality the 1st time Cost
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Quick Feedback
Error correction as soon as possible
Differs from traditional inspection approaches that:
• Correct problems after the process
• Address the problem when errors are already
defects
• In some cases never identify an error has occurred
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Poka yoke
Mistake proofing systems
Does not rely on operators catching mistakes
Inexpensive Point of Origin inspection
Quick feedback 100% of the time
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Seven Guidelines to Poka Yoke Attainment
1. Quality Processes - Design “Robust” quality processes to achieve zero defects.
2. Utilize a Team Environment - leverage the teams knowledge,experience to
enhance the improvement efforts.
3. Elimination of Errors - Utilize a robust problem solving methodology to drive defects
towards zero.
4. Eliminate the “Root Cause” of The Errors - Use the 5 Why’s and 2 H’s approach
5. Do It Right The First Time - Utilizing resources to perform functions correctly the
“first” time.
6. Eliminate Non-Value Added Decisions - Don’t make excuses-just do it !
7. Implement an Incremental Continual Improvement Approach-implement
improvement actions immediately and focus on incremental improvements; efforts
do not have to result in a 100% improvement immediately.
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Poka yoke
Poke-yoke and Point of Origin Inspections( Proactive Approach):
A fully implemented zero defect system requires Poka yoke
usage at or before the inspection points during the process.
Poka yoke will catch the errors
before a defective part is
manufactured 100% of the time.
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Poka-yoke
Poka yoke and Informative Inspection( Reactive Approach):
•Check occurs immediately after the process.
•Can be an operator check at the process or successive check
at the next process.
•Not 100% effective, will not eliminate all defects.
•Effective in preventing defects from being passed to next
process.
Although not as effective as the
Source inspection approach, this
methodology is more effective than
statistical sampling and does
provide feedback in reducing
defects.
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Poka yoke Systems Govern the Process
Two Poka Yoke System approaches are utilized in manufacturing
which lead to successful zero defect systems:
1. Control Approach
Shuts down the process when an error
occurs.
Keeps the “suspect” part in place when an operation is
incomplete.
2. Warning Approach
Signals the operator to stop the process and correct the
problem.
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Control Approach
• Takes human element out of the equation;does
not depend on an operator or assembler.
• Has a high capability of achieving zero defects.
• Machine stops when an irregularity is detected.
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Warning Approach
• Sometimes an automatic shut off system is not an
option.
• A warning or alarm system can be used to get an
operators attention.
• Below left is an example of an alarm system using
dials, lights and sounds to bring attention to the
problem.
• Color coding is also an effective non automatic
option.
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Common Mistake proofing Devices
 Guide Pins
 Blinking lights and alarms
 Limit switches
 Proximity switches
 Counters
 Checklists
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Methods for Using Poka yoke
Poka yoke systems consist of three
primary methods:
1. Contact
2. Counting
3. Motion-Sequence
Each method can be used in a control
system or a warning system.
Each method uses a different process
prevention approach for dealing with
irregularities.
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Contact Method
A contact method functions by detecting whether a sensing device
makes contact with a part or object within the process.
Missing cylinder;piston
fully extended alarm
sounds
Contact Method using limit
switches identifies missing
cylinder.
An example of a physical contact
method is limit switches that are
pressed when cylinders are driven into
a piston. The switches are connected to
pistons that hold the part in place. In
this example, a cylinder is missing and
the part is not released to the next
process. Cannot proceed
to next step.
Cylinder present
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Physical Contact Devices
Limit Switches
Toggle Switches
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Energy Contact Devices
Photoelectric switches can
be used with objects that
are translucent or
transparent depending
upon the need.
Transmission method:
two units, one to
transmit light, the other
to receive.
Reflecting method:PE
sensor responds to light
reflected from object to
detect presence.
Light
Transmitter Receiver
Object
If object breaks the transmission, the machine is signaled to shut down.
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Contact Device
An example of a
contact device
using a limit switch.
In this case the
switch makes
contact with a
metal barb sensing
it’s presence. If no
contact is made the
process will shut
down.
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Contact Methods
Do not have to be high tech!
Passive devices are sometimes the best method. These can be as
simple as guide pins or blocks that do not allow parts to be seated
in the wrong position prior to processing
Take advantage of parts designed with an uneven shape!
A work piece with a hole a bump or an uneven end is a perfect
candidate for a passive jig. This method signals to the operator
right away that the part is not in proper position.
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Counting Method
Used when a fixed number of operations are required within a process, or
when a product has a fixed number of parts that are attached to it.
A sensor counts the number of times a part is used or a process is
completed and releases the part only when the right count is reached.
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Counting Method
Another approach is to count the number of parts or components
required to complete an operation in advance. If operators find
parts leftover using this method, they will know that something
has been omitted from the process.
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Motion-Sequence Method
The third poka yoke method uses sensors to determine if a motion or a
step in a process has occurred. If the step has not occurred or has
occurred out of sequence, the the sensor signals a timer or other device to
stop the machine and signal the operator.
This method uses sensors and photo-electric
devices connected to a timer. If movement does
not occur when required, the switch signals to stop
the process or warn the operator.
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Motion-Sequence Method
In order to help operators select the right parts for the right step in a process the
“sequencing” aspect of the motion-step method is used. This is especially helpful when
using multiple parts that are similar in size and shape.
In this example, each step of the machine cycle is wired to an indicator board
and a timer. If each cycle of the machine is not performed within the required
“time” and “sequence”, the indicator light for that step will be turned on and
the machine will stop.
Indicator Board
Machine
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Types of Sensing Devices
Sensing devices that are traditionally used in poka yoke systems
can be divided into three categories:
1. Physical contact devices
2. Energy sensing devices
3. Warning Sensors
Each category of sensors includes a broad range of
devices that can be used depending on the process.
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Physical Contact Sensors
These devices work by
physically touching
something. This can be
a machine part or an
actual piece being
manufactured.
In most cases these
devices send an
electronic signal when
they are touched.
Depending on the
process, this signal can
shut down the
operation or give an
operator a warning
signal.
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Touch Switch
Used to physically detect the presence or absence of an object or
item-prevents missing parts.
Used to physically detect the height of a part or dimension.
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Energy Sensors
These devices work by
using energy to detect
whether or not an defect
has occurred.
Fiber optic
Photoelectric
Vibration
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Warning Sensors
Warning sensors signal the
operator that there is a
problem. These sensors use
colors, alarms, lights to get
the workers attention !
These sensors may be used in
conjunction with a contact or
energy sensor to get the
operators attention.
Color Code
Lights
Lights connected to
Micro switches &
timers
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3 Rules of POKA YOKE
 Don’t wait for the perfect POKA YOKE. Do it
now!
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  • 1. 1 © 2004 Superfactory™. All Rights Reserved. Mistake Proofing and Poka Yoke Superfactory Excellence Program™ www.superfactory.com
  • 2. 2 © 2004 Superfactory™. All Rights Reserved. Disclaimer and Approved use  Disclaimer  The files in the Superfactory Excellence Program by Superfactory Ventures LLC (“Superfactory”) are intended for use in training individuals within an organization. The handouts, tools, and presentations may be customized for each application.  THE FILES AND PRESENTATIONS ARE DISTRIBUTED ON AN "AS IS" BASIS WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESSED OR IMPLIED.  Copyright  All files in the Superfactory Excellence Program have been created by Superfactory and there are no known copyright issues. Please contact Superfactory immediately if copyright issues become apparent.  Approved Use  Each copy of the Superfactory Excellence Program can be used throughout a single Customer location, such as a manufacturing plant. Multiple copies may reside on computers within that location, or on the intranet for that location. Contact Superfactory for authorization to use the Superfactory Excellence Program at multiple locations.  The presentations and files may be customized to satisfy the customer’s application.  The presentations and files, or portions or modifications thereof, may not be re-sold or re- distributed without express written permission from Superfactory.  Current contact information can be found at: www.superfactory.com
  • 3. 3 © 2004 Superfactory™. All Rights Reserved. Outline  What is Mistake Proofing?  Everyday Examples  Effectiveness & ROI  Error Proofing and SPC  Inspection Techniques  Types of Poka Yokes
  • 4. 4 © 2004 Superfactory™. All Rights Reserved. What is Mistake Proofing? • The use of process or design features to prevent errors or their negative impact. • Also known as Poka yoke, Japanese slang for “avoiding inadvertent errors” which was formalized by Shigeo Shingo. • Inexpensive. • Very effective. • Based on simplicity and ingenuity.
  • 5. 5 © 2004 Superfactory™. All Rights Reserved. Everyday Examples Which dial turns on the burner? Stove A Stove B
  • 6. 6 © 2004 Superfactory™. All Rights Reserved. Everyday Examples How would you operate these doors? B A C Push or pull? left side or right? How did you know?
  • 7. 7 © 2004 Superfactory™. All Rights Reserved. Everyday Examples New lawn mowers are required to have a safety bar on the handle that must be pulled back in order to start the engine. If you let go of the safety bar, the mower blade stops in 3 seconds or less. Fueling area of car has three error-proofing devices: 1. insert keeps leaded-fuel nozzle from being inserted 2. tether does not allow loss of gas cap 3. gas cap has ratchet to signal proper tightness and prevent overtightening. 3.5 inch diskettes cannot be inserted unless diskette is oriented correctly. This is as far as a disk can be inserted upside-down. The beveled corner of the diskette along with the fact that the diskette is not square, prohibit incorrect orientation.
  • 8. 8 © 2004 Superfactory™. All Rights Reserved. Everyday Examples Whose signature is required? Before: After:
  • 9. 9 © 2004 Superfactory™. All Rights Reserved. Evidence of the Effectiveness Source: Productivity Inc. and Shingo prize profiles  AT&T Power Systems is first US manufacturer to win the Deming prize. Average outgoing defects reduced by 70%  A washing machine drain pipe assembly line produced 180,000 units without a single defect (6 months).  TRW reduced customer PPM’s from 288 to 2.  Federal Mogul: 99.6% less customer defects and 60% productivity increase  DE-STA-CO: reduced omitted parts 800 to 10 ppm with a 15-30% productivity increase
  • 10. 10 © 2004 Superfactory™. All Rights Reserved. Evidence of the Effectiveness Cooper Automotive:  95% less defects than nearest competitor  75% less injuries  99.6% less customer defects (13 ppm)  88% in-plant defect reduction  70% less warranty cost  89% scrap reduction (0.7%)  60% productivity increase
  • 11. 11 © 2004 Superfactory™. All Rights Reserved. Mistake Proofing ROI  Dana corporation has reported a $500,000 savings resulting from a $6 device  Ortho-Clinical Diagnostics (Johnson & Johnson) saved $75000 annually by discovering a new use of Post-It® notes  AT&T Power Systems (Lucent Technologies) reported net saving of $2545 per device (3300 devices)  Weber Aircraft reports saving $350,000 during their first year of implementation of approximately 300 devices.  GE Aircraft Engines spends a minimum of $500,000 on any in-flight shut-down (IFSD). Spending $10,000 to stop one IFSD yields 50:1 benefit
  • 12. 12 © 2004 Superfactory™. All Rights Reserved. Cost of Poka Yoke Devices Cost of Poka Yoke Devices 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 $25 or less $100 to$250 $1000 or more Cost Proportion Frequency of Occurrence Cumulative Proportion $25 to $100 $250 to $1000
  • 13. 13 © 2004 Superfactory™. All Rights Reserved. Costs of Defects Does it cost more to make processes better ? NO Making processes better leads to reduced • Rework • Scrap • Warranty costs • Inspection costs
  • 14. 14 © 2004 Superfactory™. All Rights Reserved. 1-10-100 Rule The 1-10-100 rule states that as a product or service moves through the production system, the cost of correcting an error multiplies by 10. Activity Cost Order entered correctly $ 1 Error detected in billing $ 10 Error detected by customer $ 100 Dissatisfied customer shares the experience with others…
  • 15. 15 © 2004 Superfactory™. All Rights Reserved. Mistake proofing Puts “Knowledge in the World” In addition to “Knowledge in the Head” Head:  “Improve” SOPs (increasing complexity?)  Retrain  Re-certify skills  Manage & enhance attentiveness World:  Provide clues about what to do  Change process design: embed the details in the process  Frees mind to consider the “big picture”  Facilitates “knowledge work”
  • 16. 16 © 2004 Superfactory™. All Rights Reserved. No System of Barriers is Perfect… Error Harm Adapted from James Reason’s Managing the Risk of Organizational Accidents
  • 17. 17 © 2004 Superfactory™. All Rights Reserved. No System of Barriers is Perfect… …But improvements can be made Error Harm Error Harm Adapted from James Reason’s Managing the Risk of Organizational Accidents
  • 18. 18 © 2004 Superfactory™. All Rights Reserved. Each must be managed to improve quality and reliability.  Non-Conformances come from many sources including:  Variation  Culture  Complexity  Mistakes Where does mistake proofing fit? Culture Complexity Variation Mistakes
  • 19. 19 © 2004 Superfactory™. All Rights Reserved. The difficulties with human error Why existing tools are not enough Motorola findings: ...it became evident early in the project that achieving a Cp greater than 2 would go only part of the way. Mistake proofing the design would also be required ... Mistake proofing the design is an essential factor in achieving the [total number of defects per unit] goal. Smith, B. IEEE Spectrum 30(9) 43-47
  • 20. 20 © 2004 Superfactory™. All Rights Reserved. Errors are difficult to manage using statistics. Probability Slot width omitted operation normal variation
  • 21. 21 © 2004 Superfactory™. All Rights Reserved. Poka yoke & SPC X-bar chart (measurement data) p-chart (attribute data) Successive- checks or Self-checks use to sort out defects, will not improve the process special case of np- chart, ad hoc design, will also sort out defects Source- Inspection use as corrective action for special causes use to eliminate specific types of defects
  • 22. 22 © 2004 Superfactory™. All Rights Reserved. Error proofing & SPC  SPC is good at detecting shifts in the process mean or variance. Changes to the process must be ongoing to be readily detected.  Human errors tend to be rare, intermittent events. They are not readily detected by control charts.  Use error proofing (not SPC) to reduce defects caused by human error Motorola got an order of magnitude closer to their goal using a combination of SPC and error proofing.
  • 23. 23 © 2004 Superfactory™. All Rights Reserved. Task Type Probability Detection of deviation or inspection 0.07 Alpha input per character 0.008 Numeric input per character 0.003 Assembly per task element 0.00007 As a group they are common Research study #1 (Harris) >0.80 Research study #2 (Rook) 0.82 Research study #3 (Voegtlen) 0.60 Research study #4 (Headlamps) >0.70 NASA mishaps >0.50 FAA Maintenance problems >0.94 Individually, mistakes are rare Data from “Human Reliability Data - The State of the Art and the Possibilities” Jeremy C. Williams, 1989 CEGB
  • 24. 24 © 2004 Superfactory™. All Rights Reserved. To err is human Have you ever done the following:  Driven to work and not remembered it?  Driven from work to home when you meant to stop at a store?
  • 25. 25 © 2004 Superfactory™. All Rights Reserved. It happens to workers, too  Workers finish the shift and don’t remember what they have done.  After building green widgets all morning, the workers put green parts on the red widgets in the afternoon.
  • 26. 26 © 2004 Superfactory™. All Rights Reserved. Corrective action  Recent poll on the Quality newsgroup on the internet: A majority reported at least 20-30% of corrective actions were “worker reprimanded and retrained.”  The admonition to “be more careful” or “pay attention” are not effective for humans, especially in repetitive environments.
  • 27. 27 © 2004 Superfactory™. All Rights Reserved. “Be more careful” not effective  “The old way of dealing with human error was to scold people, retrain them, and tell them to be more careful … My view is that you can’t do much to change human nature, and people are going to make mistakes. If you can’t tolerate them ... you should remove the opportunities for error.”  “Training and motivation work best when the physical part of the system is well- designed. If you train people to use poorly designed systems, they’ll be OK for awhile. Eventually, they’ll go back to what they’re used to or what’s easy, instead of what’s safe.”  “You’re not going to become world class through just training, you have to improve the system so that the easy way to do a job is also the safe, right way. The potential for human error can be dramatically reduced.” Chappell, L. 1996. The Pokayoke Solution. Automotive News Insights, (August 5): 24i. LaBar, G. 1996. Can Ergonomics Cure ‘Human Error’? Occupational Hazards 58(4): 48-51.
  • 28. 28 © 2004 Superfactory™. All Rights Reserved. A New Attitude Toward Preventing Errors “Think of an object’s user as attempting to do a task, getting there by imperfect approximations. Don’t think of the user as making errors; think of the actions as approximations of what is desired.”* *Source: Norman
  • 29. 29 © 2004 Superfactory™. All Rights Reserved. A New Attitude Toward Preventing Errors  Make wrong actions more difficult  Make it possible to reverse actions —to “undo” them—or make it harder to do what cannot be reversed.  Make it easier to discover the errors that occur.  Make incorrect actions correct.
  • 30. 30 © 2004 Superfactory™. All Rights Reserved. Processes and quality defects • Almost any business activity can be considered a process. • Production processes involve the flow of material. Machining, assembly, and packaging are typical production processes. • Business processes involve the flow of information. Financial planning, purchasing & order entry are typical business processes. • All processes have the potential for defects. Hence, all processes offer a opportunity for the elimination of defects and the resultant quality improvement.
  • 31. 31 © 2004 Superfactory™. All Rights Reserved. What Causes Defects? 1. Poor procedures or standards. 2. Machines. 3. Non-conforming material. 4. Worn tooling. 5. Human Mistakes. Except for human mistakes these conditions can be predicted and corrective action can be implemented to eliminate the cause of defects
  • 32. 32 © 2004 Superfactory™. All Rights Reserved. What Causes Defects? Human Mistakes Simple errors- the most common cause of defects- occur unpredictably. The defect goal is zero! Make certain that the required conditions are in place and controlled to make acceptable product 100% of the time.
  • 33. 33 © 2004 Superfactory™. All Rights Reserved. Ten Types of Human Mistakes  Forgetfulness  Misunderstanding  Wrong identification  Lack of experience  Willful (ignoring rules or procedure)  Inadvertent or sloppiness  Slowliness  Lack of standardization  Surprise (unexpected machine operation, etc.)  Intentional (sabotage)
  • 34. 34 © 2004 Superfactory™. All Rights Reserved. Achieving Zero Defects 1. Point of Origin Inspection 2. 100 % Audit Checks 3. Immediate Feedback 4. Poka Yoke
  • 35. 35 © 2004 Superfactory™. All Rights Reserved. Inspection techniques Inspection Techniques Description Judgment Assesses quality of production outputs or sorts out defects from good product. Informative Assesses process by inspecting outputs and using information gained to control the process (a feedback loop). Source Assesses beforehand whether the conditions necessary for high quality production to exist.
  • 36. 36 © 2004 Superfactory™. All Rights Reserved. Judgment Inspection  Involves sorting the defects out of the acceptable product, sometimes referred to as “inspecting in quality.”  The consensus in modern quality control is that “inspecting in quality” is not an effective quality management approach.  Judgment inspection does not improve process and should be used only in the short term.
  • 37. 37 © 2004 Superfactory™. All Rights Reserved. Successive checks & Self-check (post-production product inspection) Corrected Product Attribute Incorrect Process Parameters Correct Product Attribute Rework or Scrap Setting Function Correct Process Parameter Cue Incorrect Product Attribute Search & Discover Causes Rework only
  • 38. 38 © 2004 Superfactory™. All Rights Reserved. Source Inspection (preemptive process inspection) Setting Function Cue Remedial Action Incorrect Process Parameters Correct Process Parameter Correct Product Attribute Source Inspection Self-Correcting Process Setting Function Remedial Reaction Incorrect Process Parameters Correct Process Parameter Correct Product Attribute Redesigned Inconsequential Process Parameter Corrected Product Attribute Error opportunity elimination (Mistake-Proof Design)
  • 39. 39 © 2004 Superfactory™. All Rights Reserved. Inspection The 3 basic approaches to inspection of processed product are: Judgement/Standard Inspection Informative Inspection Point of Origin Inspection The first two approaches are widely used and considered traditional. Only Point of Origin Inspection actually eliminates defects.
  • 40. 40 © 2004 Superfactory™. All Rights Reserved. Point of Origin Inspection Focus on prevention, not detection. One of the 4 basic elements. Differs from Judgement and Informative: Catches errors Gives feedback before processing No risk of making more defective product Detect Error Feedback/Corrective Action Process with Zero Defects By combining Check and Do, the Doing is controlled so it cannot be wrong 100% of the time! May include: Switches that detect miss-fed parts Pins that prevent miss-feeding Warning lights Sound signals
  • 41. 41 © 2004 Superfactory™. All Rights Reserved. Check and Do/Point of Origin Inspection Point of Origin Inspection • Check for optimum process conditions before processing is done and errors can be made. • Instant feedback. • Corrections made before defects occur.
  • 42. 42 © 2004 Superfactory™. All Rights Reserved. Setting Functions Setting function Description Physical (Shingo’s contact), Checks to insure the physical attributes of the product or process are correct and error-free. Sequencing (Shingo’s motion step), Checks the precedence relationship of the process to insure steps are conducted in the correct order. Grouping or Counting (Shingo’s fixed value methods), Facilitate checking that matched sets of resources are available when needed or that the correct number of repetitions has occurred. Information enhancement (Chase and Stewart) Determines and ensures that information required in the process is available at the correct time and place, and that it stands out against a noisy background.
  • 43. 43 © 2004 Superfactory™. All Rights Reserved. Setting Functions The real question you need to ask:  How are you going to detect an error?  automatic, not dependent on human attention  fail in “detect” mode  simple & low cost if possible
  • 44. 44 © 2004 Superfactory™. All Rights Reserved. Regulatory Function (Cues) Regulatory Function Description Warnings Signals mistake but allows process to continue. Gagging System shuts down. Some resetting action required to correct the mistake. Nonresponse Action leads to no response. The process does not crash nor does it proceed. Self-correct Process stops. System proposes correction to mistake. Let’s talk about it Process seeks information about what was really intended. Teach me Process associates correct outcomes with incorrect actions. Control Methods
  • 45. 45 © 2004 Superfactory™. All Rights Reserved. Regulatory Function (Cues) The real questions you need to ask:  How are you going to stop the process?  the worker needs to get the message?  By audible or visible warning  By prohibiting further processing  How are you going to eliminate the possibility of error?  The Contrapositive of Murphy’s Law  Simplicity  Symmetry
  • 46. 46 © 2004 Superfactory™. All Rights Reserved. Where it works & where it does not Both Self-Checks & Source Inspection Self-Checks only Source Inspection only Works well 1. Manual operations & worker vigilance 2. Training cost and turnover high 3. SPC ineffective 5. Attribute data 6. External exceed internal failure cost 9. Adjustment & mis- positioning possible 10. Blamed for customer mistakes 11. Special causes reoccur Does not work well 4. Very high-speed production 7. X-bar & R charts are effective 8. Destructive tests
  • 47. 47 © 2004 Superfactory™. All Rights Reserved. Put “Knowledge in the World” provide clues about what to do:  natural mappings  affordances  visibility  feedback  constraints Precise outcomes without precise knowledge or action?
  • 48. 48 © 2004 Superfactory™. All Rights Reserved. Visibility and Feedback  Visibility means making relevant parts visible, and effectively displaying system status.  Feedback means providing an immediate and obvious effect for each action taken.
  • 49. 49 © 2004 Superfactory™. All Rights Reserved. Mistake Proof or Poka yoke the process! Not noticing that an error is made or a machine is not functioning does not make a person stupid or foolish.
  • 50. 50 © 2004 Superfactory™. All Rights Reserved. Poka Yoke results in Quality of Processes Dedicated lines One piece flow Transformation = Quality production the 1st time Inspection….eliminated ??? Transport Storage Delay/wait Leadtime Quality the 1st time Cost
  • 51. 51 © 2004 Superfactory™. All Rights Reserved. Quick Feedback Error correction as soon as possible Differs from traditional inspection approaches that: • Correct problems after the process • Address the problem when errors are already defects • In some cases never identify an error has occurred
  • 52. 52 © 2004 Superfactory™. All Rights Reserved. Poka yoke Mistake proofing systems Does not rely on operators catching mistakes Inexpensive Point of Origin inspection Quick feedback 100% of the time
  • 53. 53 © 2004 Superfactory™. All Rights Reserved. Seven Guidelines to Poka Yoke Attainment 1. Quality Processes - Design “Robust” quality processes to achieve zero defects. 2. Utilize a Team Environment - leverage the teams knowledge,experience to enhance the improvement efforts. 3. Elimination of Errors - Utilize a robust problem solving methodology to drive defects towards zero. 4. Eliminate the “Root Cause” of The Errors - Use the 5 Why’s and 2 H’s approach 5. Do It Right The First Time - Utilizing resources to perform functions correctly the “first” time. 6. Eliminate Non-Value Added Decisions - Don’t make excuses-just do it ! 7. Implement an Incremental Continual Improvement Approach-implement improvement actions immediately and focus on incremental improvements; efforts do not have to result in a 100% improvement immediately.
  • 54. 54 © 2004 Superfactory™. All Rights Reserved. Poka yoke Poke-yoke and Point of Origin Inspections( Proactive Approach): A fully implemented zero defect system requires Poka yoke usage at or before the inspection points during the process. Poka yoke will catch the errors before a defective part is manufactured 100% of the time.
  • 55. 55 © 2004 Superfactory™. All Rights Reserved. Poka-yoke Poka yoke and Informative Inspection( Reactive Approach): •Check occurs immediately after the process. •Can be an operator check at the process or successive check at the next process. •Not 100% effective, will not eliminate all defects. •Effective in preventing defects from being passed to next process. Although not as effective as the Source inspection approach, this methodology is more effective than statistical sampling and does provide feedback in reducing defects.
  • 56. 56 © 2004 Superfactory™. All Rights Reserved. Poka yoke Systems Govern the Process Two Poka Yoke System approaches are utilized in manufacturing which lead to successful zero defect systems: 1. Control Approach Shuts down the process when an error occurs. Keeps the “suspect” part in place when an operation is incomplete. 2. Warning Approach Signals the operator to stop the process and correct the problem.
  • 57. 57 © 2004 Superfactory™. All Rights Reserved. Control Approach • Takes human element out of the equation;does not depend on an operator or assembler. • Has a high capability of achieving zero defects. • Machine stops when an irregularity is detected.
  • 58. 58 © 2004 Superfactory™. All Rights Reserved. Warning Approach • Sometimes an automatic shut off system is not an option. • A warning or alarm system can be used to get an operators attention. • Below left is an example of an alarm system using dials, lights and sounds to bring attention to the problem. • Color coding is also an effective non automatic option.
  • 59. 59 © 2004 Superfactory™. All Rights Reserved. Common Mistake proofing Devices  Guide Pins  Blinking lights and alarms  Limit switches  Proximity switches  Counters  Checklists
  • 60. 60 © 2004 Superfactory™. All Rights Reserved. Methods for Using Poka yoke Poka yoke systems consist of three primary methods: 1. Contact 2. Counting 3. Motion-Sequence Each method can be used in a control system or a warning system. Each method uses a different process prevention approach for dealing with irregularities.
  • 61. 61 © 2004 Superfactory™. All Rights Reserved. Contact Method A contact method functions by detecting whether a sensing device makes contact with a part or object within the process. Missing cylinder;piston fully extended alarm sounds Contact Method using limit switches identifies missing cylinder. An example of a physical contact method is limit switches that are pressed when cylinders are driven into a piston. The switches are connected to pistons that hold the part in place. In this example, a cylinder is missing and the part is not released to the next process. Cannot proceed to next step. Cylinder present
  • 62. 62 © 2004 Superfactory™. All Rights Reserved. Physical Contact Devices Limit Switches Toggle Switches
  • 63. 63 © 2004 Superfactory™. All Rights Reserved. Energy Contact Devices Photoelectric switches can be used with objects that are translucent or transparent depending upon the need. Transmission method: two units, one to transmit light, the other to receive. Reflecting method:PE sensor responds to light reflected from object to detect presence. Light Transmitter Receiver Object If object breaks the transmission, the machine is signaled to shut down.
  • 64. 64 © 2004 Superfactory™. All Rights Reserved. Contact Device An example of a contact device using a limit switch. In this case the switch makes contact with a metal barb sensing it’s presence. If no contact is made the process will shut down.
  • 65. 65 © 2004 Superfactory™. All Rights Reserved. Contact Methods Do not have to be high tech! Passive devices are sometimes the best method. These can be as simple as guide pins or blocks that do not allow parts to be seated in the wrong position prior to processing Take advantage of parts designed with an uneven shape! A work piece with a hole a bump or an uneven end is a perfect candidate for a passive jig. This method signals to the operator right away that the part is not in proper position.
  • 66. 66 © 2004 Superfactory™. All Rights Reserved. Counting Method Used when a fixed number of operations are required within a process, or when a product has a fixed number of parts that are attached to it. A sensor counts the number of times a part is used or a process is completed and releases the part only when the right count is reached.
  • 67. 67 © 2004 Superfactory™. All Rights Reserved. Counting Method Another approach is to count the number of parts or components required to complete an operation in advance. If operators find parts leftover using this method, they will know that something has been omitted from the process.
  • 68. 68 © 2004 Superfactory™. All Rights Reserved. Motion-Sequence Method The third poka yoke method uses sensors to determine if a motion or a step in a process has occurred. If the step has not occurred or has occurred out of sequence, the the sensor signals a timer or other device to stop the machine and signal the operator. This method uses sensors and photo-electric devices connected to a timer. If movement does not occur when required, the switch signals to stop the process or warn the operator.
  • 69. 69 © 2004 Superfactory™. All Rights Reserved. Motion-Sequence Method In order to help operators select the right parts for the right step in a process the “sequencing” aspect of the motion-step method is used. This is especially helpful when using multiple parts that are similar in size and shape. In this example, each step of the machine cycle is wired to an indicator board and a timer. If each cycle of the machine is not performed within the required “time” and “sequence”, the indicator light for that step will be turned on and the machine will stop. Indicator Board Machine
  • 70. 70 © 2004 Superfactory™. All Rights Reserved. Types of Sensing Devices Sensing devices that are traditionally used in poka yoke systems can be divided into three categories: 1. Physical contact devices 2. Energy sensing devices 3. Warning Sensors Each category of sensors includes a broad range of devices that can be used depending on the process.
  • 71. 71 © 2004 Superfactory™. All Rights Reserved. Physical Contact Sensors These devices work by physically touching something. This can be a machine part or an actual piece being manufactured. In most cases these devices send an electronic signal when they are touched. Depending on the process, this signal can shut down the operation or give an operator a warning signal.
  • 72. 72 © 2004 Superfactory™. All Rights Reserved. Touch Switch Used to physically detect the presence or absence of an object or item-prevents missing parts. Used to physically detect the height of a part or dimension.
  • 73. 73 © 2004 Superfactory™. All Rights Reserved. Energy Sensors These devices work by using energy to detect whether or not an defect has occurred. Fiber optic Photoelectric Vibration
  • 74. 74 © 2004 Superfactory™. All Rights Reserved. Warning Sensors Warning sensors signal the operator that there is a problem. These sensors use colors, alarms, lights to get the workers attention ! These sensors may be used in conjunction with a contact or energy sensor to get the operators attention. Color Code Lights Lights connected to Micro switches & timers
  • 75. 75 © 2004 Superfactory™. All Rights Reserved. 3 Rules of POKA YOKE  Don’t wait for the perfect POKA YOKE. Do it now!  If your POKA YOKE idea has better than 50% chance to succeed…Do it!  Do it now….improve later!