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FMEA
FAILURE MODE AND EFFECTS ANALYSISFAILURE MODE AND EFFECTS ANALYSIS
OUTLINE
Failure Mode and Effects Analysis
Learning Objectives
What is FMEA?
History
Motivation
Types
FMEA Steps
LEARNING OBJECTIVES
To understand the use of Failure Modes
Effect Analysis (FMEA)
To learn the steps to developing FMEAs
To summarize the different types of FMEAs
3
To summarize the different types of FMEAs
To learn how to link the FMEA to other
Process tools
WHAT IS FMEA?
A Failure Mode and Effects Analysis is a systemized
group of activities intended to:
recognize and evaluate potential failure and its effects
identify actions which will reduce or eliminate the chance of
failure
document analysis findings
• PFMEA = Process Failure Mode and Effects Analysis
• PFMEA is a tool intended to document the entire process
– Recognize and evaluate the potential failures of a process
– Assess the effects of each potential failure (Identify Risk)
– Identify potential process causes and identify process
DEFINITION OF PFMEA
– Identify potential process causes and identify process
variables on which to focus controls
– Identify actions (Control Plan) that could eliminate or reduce
the chance of the failure occurring (Mitigate Risk)
5
HISTORY OF FMEA
First used in the 1960’s in the Aerospace
industry during the Apollo missions
In 1974, the Navy developed MIL-STD-1629
regarding the use of FMEA
Examples
regarding the use of FMEA
In the late 1970’s, the automotive industry
was driven by liability costs to use FMEA
Later, the automotive industry saw the
advantages of using this tool to reduce risks
related to poor quality
MOTIVATION FOR CONDUCTING A FMEA
Improves design by discovering unanticipated
failures
Highlights the impact of the failures
Potentially helpful during legal actions
Provides a method to characterize product safetyProvides a method to characterize product safety
Often required (e.g. FDA and DOD
procurement)
4TH EDITION KEY EMPHASIS POINTS
• Severity, Occurrence, Detection ranking tables
– Improved ranking tables so that they are more meaningful to real
world analysis and usage.
• Role of management and its sanction
– For resources and monitoring
• Incorrect interpretation and reliance on RPN in the evaluation of risk
8
• Incorrect interpretation and reliance on RPN in the evaluation of risk
priorities and improvement actions
– Inappropriate use of RPN to obtain an arbitrary threshold
• Improve the understanding of the role of the FMEA process
throughout the APQP phases
– Including continual improvement during production
– FMEA is more than a static document necessary only for PPAP
approval
• Confusion between cause & effect
• Too few causes identified
• Lack of repeatability in risk assessment
• FMEA done only by the FMEA moderator the night before a
customer
visit, an audit, initial sample presentation…
COMMON MISTAKES OFTEN SEEN
visit, an audit, initial sample presentation…
• Actions not relevant or not validated
• Detection assessed too low for a visual inspection
• Changing the severity index after action on the process
• Confusion between Design, process and machine FMEA
9Source : Joe Yap of GM
• Can’t eliminate all human errors
• Only single event initiators of the problem identified
• Examination of external influences limited
• Results are dependent on the quality of input!
PFMEA assumptions
LIMITATIONS OF PFMEA
PFMEA assumptions
• You have to assume material is to spec
• You have to assume Design is robust
10
TYPES OF FMEAS
Design
Analyzes product design before release to
production, with a focus on product function
Analyzes systems and subsystems in early concept
and design stages
ProcessProcess
Used to analyze manufacturing and assembly
processes after they are implemented
11
Design FMEA
• Main focus is on design of the product and specifications which
enable the product to meet the intended use.
Process FMEA
• Main focus is on the manufacturing process which will allow the
product to be made repeatedly to the print design specifications.
DESIGN VS. PROCESS FMEA
product to be made repeatedly to the print design specifications.
• Utilizes process knowledge and historical process data to identify
and help eliminate potential process failure modes.
The thought pattern for development is identical
12
DESIGN FMEA (DFMEA)
The Design FMEA is used to analyze products
before they are released to production.
It focuses on potential failure modes of
products caused by design
deficiencies.deficiencies.
Design FMEAs are normally done at three
levels – system,
subsystem, and component levels
This type of FMEA is used to analyze hardware,
functions or a
combination
13
PROCESS FMEA (PFMEA)
The Process FMEA is normally used to analyze
manufacturing and assembly processes at the
system, subsystem or component levels.
This type of FMEA focuses on potential failureThis type of FMEA focuses on potential failure
modes of the process that are caused by
manufacturing or assembly process deficiencies.
14
• The risk analysis must be driven by multifunctional teams.
• Is a LIVING document that represents the current process or product.
PROCESS FMEA
If it is correctly used, it WILL eliminate failures on products and
process.
15
• 25% of our Spills were driven by change
-Process
-Product
-New Model Year Launches
-Tool Moves
LESSONS LEARNED
16
All quality spills could have been avoided
if defined processes had been followed
Five significant Failure Modes are responsible for
80% of the Spills:
17
WHY DO FMEA?
Failures: unavoidable? Or are they?
• Manufacturing is a complex environment
• The potential for many things to go wrong, or fail, is high
• A failure is any change or any manufacturing error that renders a
component, assembly, or system incapable of performing its
18
component, assembly, or system incapable of performing its
intended function
• Process failures result in defects, defects result in waste
• Undetected defects could result in spills, customer dissatisfaction,
and hence huge cost (REACTIVE)
• Need to recognize risks – work on reduction (PREVENTIVE)
WHY DO FMEA?
• Target oriented, early determination of risks at product development and
process planning.
• Evaluation and minimization of risks
• Increase products reliability and process capability;
• Warranty safety and better ergonomics.
Prevention instead of correction
19
• Warranty safety and better ergonomics.
WHEN TO DO A FMEA?
20
WHO PARTICIPATES & WHY?
• Who: A cross functional team of Engineers, Designers, Operators,
Supervisors, and Suppliers.
• Why: Each person has a unique perspective and expertise based on
their job assignment.
21
PE: Product Eng; (Process/Test Eng’g.)
ME: Manufacturing Eng;
QP: Quality Planning Eng; (Quality Eng’g.)
MT: Maintenance;
MF: Manufacturing GL/TL, etc.; (Production)
FMEA: A TEAM TOOL
A team approach is necessary.
Team should be led by the Process Owner who is
the responsible manufacturing engineer or technical
person, or other similar individual familiar with
FMEA.FMEA.
The following should be considered for team
members:
– Design Engineers – Operators
– Process Engineers – Reliability
– Materials Suppliers – Suppliers
– Customers
22
IMPORTANCE OF FLOW DIAGRAMS
• Usually the First “Picture” of a Process
• Provides a logical pictorial which represents the
Flow of the Process
• Used as the Foundation for PFMEAs, Control Plans,
23
• Used as the Foundation for PFMEAs, Control Plans,
Tooling Layouts, Work Station Layouts, Etc…
• All Operations should be shown, including Inspection,
Gauging Operations and Rework and Scrap Areas.
FLOW DIAGRAM QUICK CHECKLIST
Recommended Base Requirements of a Process Flow Diagram:
• Manufacturing Process Title
• Numbering/Lettering Scheme – Standard format
• Include ALL Operations
– Gauging & key process control related operations
24
– Rework areas
– Scrap areas
– Labeling
– Shipping
• Key for Symbols; consistent use
FLOW DIAGRAM PFMEA & CONTROL PLAN
PROCESS FLOW
PFMEA
25
• They are like Triplets
– They look very similar
– They contain the same major items
– All three are just presented a little different with varying information for different
outcomes
CONTROL PLAN
WHEN TO USE FMEA
FMEA is designed to prevent failures from occurring or
from getting to internal and external customers.
Therefore, FMEA is essential for situations where failures
might occur and the effects of those failures occurring aremight occur and the effects of those failures occurring are
potentially serious.
FMEA can be used on all Six Sigma projects. It serves as
an overall control document for the process.
26
FMEA PROCESS
27
DOCUMENTS LINKAGE
28
DEVELOPMENT OF A PROCESS FMEA
List the process and
detailed process
steps
Identify all functions
/requirements of
each process step
List all Failure Modes List the effects
List all possible
causes
29
How likely is the
cause to occur? (1-
10)
How serious is the
effect? (1-10)
Current controls
Can failure/cause be
detected?(1-10)
Calculate RPN
Take actions to
reduce the risk
Identify the root
cause
PROCESS FLOW WORKSHEET
EXAMPLE
- Employee Picks Up Cover - Pick-up Cover
- Employee Engages Edge of Cover to Final - Engage Cover
DVD Assembly
Process Step
(List the Process Step to be studied)
Process Function(s)
(Verb-Noun)
30
DVD Assembly
- Employee Finishes Placing the Cover on the DVD - Place Cover
- Employee Picks up Two Screws - Pick-up Screw
- Employee Picks up Screw Gun - Pick-up Gun
- Employee Fastens Cover to the Final DVD - Torque Screw
Assembly with the Screws
FMEA STEPS
1.Fill in the header information.
2.Fill in the process steps.
3.For each process step, list requirements.
4.For each requirement, list the failure mode.
5.For each failure mode, list the effect of failure.5.For each failure mode, list the effect of failure.
6.For each effect of failure, estimate the severity.
7.For each failure mode, list causes.
31
FMEA STEPS (CONT.)
8. For each cause of failure, estimate
the likelihood of occurrence.
9. For each cause of failure, list the current process
controls.
10. For each process control, estimate the detection.10. For each process control, estimate the detection.
11. For each cause of failure, calculate the Risk
Priority Number.
12. For high priority causes of failure and/or failure
modes, develop recommended actions.
32
FMEA STEPS (CONT.)
13. For each recommended action,
assign responsibility and
completion dates.
14. For each recommended action, implement the
action and note its effect.action and note its effect.
15. For each implemented action, re-estimate the
severity, occurrence and detection rankings and
recalculate the RPN.
33
THE FMEA FORM
34
Identify failure modes
and their effects
Identify causes of the
failure modes
and controls
Prioritize Determine and
assess actions
34
FMEA STEP 1
1. Fill in the header information.
Failure Mode & Effects Analysis (FMEA)
Process Description: FMEA Number:
Black Belt: Page: of
Team Members: Prepared by:
FMEA Date:
Revision Number & Date:
Process
Step
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
RPN
Recommended
Action(s)
Responsibility
& Target
Completion Date
Actions
Taken
Sev
Occ
Det
RPN
Action Results
A. Describe the process B. Number the FMEA
C. Identify the Black Belt D. Identify page numbers
E. List team members F. Name the preparer
G. Enter the FMEA date H. Enter the revision data
35
FMEA - STEP 2
2. Fill in the process steps.
Add all value added process steps
from the process map to the FMEA
form.
Start
End
Step 2A Step 2B Step 2C
Step 1
Weld Nut to
Pedestal
Good?Rework
YesNo
VA
NVA
NVA
EndGood?Rework
Process
Step
Requirements
Weld Nut to Pedestal
36
- A simple description of the process or operation being analyzed.
- Purpose or intent of a particular process.
- All functions are written in verb-noun (action-object) format.
PFMEA TERMS AND DESCRIPTION
FUNCTION
37
FMEA - STEP 3
3.For each process step, list requirements.
Requirements can be
specifications, if available, or
statements of what the process
Process
Step
statements of what the process
step should accomplish.
Requirements
Weld Nut to Pedestal
Nut Present
Nut Welded Securely
Internal Threads in
good condition 38
- Inputs to the process specified to meet the design intent and
other customer requirements.
- Outputs of each operation/step and relate to the requirements
for the product.
- Provide a description of what should be achieved at each
operation/step.
PFMEA TERMS AND DESCRIPTION
REQUIREMENTS
- Provide the team with a basis to identify potential failure
modes.
39
FMEA - STEP 4
4.For each requirement, list the failure mode.
Process
Step
Requirements
Potential
Failure
Mode
Weld Nut to PedestalWeld Nut to Pedestal
Nut Present Nut not present
Nut Welded Securely Nut welded
insecurely
Internal Threads in Internal threads
good condition damaged
40
FMEA TIPS ABOUT STEP 4
4.For each requirement, list the failure mode.
Tips about Step 4:
Failure modes are negative statements of requirements.
Failure modes are not causes. “Operator fails to load weld nut” is not a
failure mode. It is a cause of the failure mode, “Nut not present.”failure mode. It is a cause of the failure mode, “Nut not present.”
This column is easy - if you avoid discussing causes! Just wait.
Everyone can discuss causes in step 7.
41
- The manner in which the process could potentially fail to meet the
process requirement.
There are 7 kinds of failure modes (by GM):
1. Omission = No action, Did not do the action
2. Excessive = Too much/many, Did action too much/ too many
3. Incomplete = Too little/few, Did action too little
4. Erratic = Mis-position inconsistent
PFMEA TERMS AND DESCRIPTION
FAILURE MODE
4. Erratic = Mis-position inconsistent
5. Uneven = Mis-position consistent
6. Too quickly = fast, Did action too quickly
7. Too slowly = slow, Did action too slowly
42
Note : The assumption is made that the failure could occur, but may not necessarily occur.
Potential failure modes should be specific and should be written as a negative outcome of “Requirements”.
Failure Mode is the event which comes between the Cause and the
Effect.
LINKING FAILURE MODE TO CAUSE & EFFECT
Cause
Failure
Mode
Effect
43
Cause
Mode
Effect
FMEA - STEP 5
5.For each failure mode, list the effect of failure.
Process
Step
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Weld Nut to Pedestal
Nut Present Nut not present Cannot assemble seat
belt restraint to
pedestal
Nut Welded Securely
(110 lbs. min. Tensile
test)
Nut welded Bolt breaks weld nut
insecurely loose when seat belt
restraint is assembled
Internal Threads in Internal threads Seat belt restraint is
good condition damaged assembled, but threads
are stripped. 44
FMEA TIPS ABOUT STEP 5
5.For each failure mode, list the effect of failure.
Tips about Step 5:
List only “worst case” effects of failure (that’s all you need to
estimate severity).
Capture what actually happens when the failure mode occurs.
Avoid general statements like, “Part is rejected” or “Customer
complaint.”
By being specific in this column, later steps (estimating severity &
listing causes) will go much easier.
45
- It is the impact or downstream consequence of the failure
mode on the customer.
• Describe the effect of the failure mode in terms of what the
customer will notice or experience.
• Customer may be an internal customer as well as the
ultimate end user. Each must be considered when assessing
PFMEA TERMS AND DESCRIPTION
EFFECT
ultimate end user. Each must be considered when assessing
the potential effect of a failure.
46
FMEA - STEP 6
6.For each effect of failure, estimate the severity
Process
Step
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Weld Nut to PedestalWeld Nut to Pedestal
Nut Present Nut not present Cannot assemble seat 5
belt restraint to
pedestal
Nut Welded Securely Nut welded Bolt breaks weld nut 6
insecurely loose when seat belt
restraint is assembled
Internal Threads in Internal threads Seat belt restraint is 9
good condition damaged assembled, but threads
are stripped.
Assembly is weak.
47
- An assessment of the seriousness of the effect of a failure mode.
• Severity applies to the effect only. It is associated with the most
serious effect of a given failure mode.
• Severity rankings should be identical for identical Potential
Effects.
• A reduction in the severity ranking can be effected through a
PFMEA TERMS AND DESCRIPTION
SEVERITY (S)
• A reduction in the severity ranking can be effected through a
design change to the system, subsystem or component, or a
design of the process.
48
FMEA - STEP 6: AIAG* SEVERITY GUIDELINES
SEVERITY
SCALE
Criteria : This ranking results when a potential failure
mode results in a final customer and/or a
manufacturing/assembly plant defect. The final
customer should always be considered first. If both
occur, use the higher of the two severities.
10 Hazardous - w/o warning Very high severity ranking when a potential failure mode
affects safe vehicle operation and/or involves
noncompliance with government regulation without
warning
9 Hazardous - w/ warning Very high severity ranking when a potential failure mode
affects safe vehicle operation and/or involves
noncompliance with government regulation with warning
8 Very High Vehicle/item inoperable, with loss of primary function.
7 High Vehicle/item inoperable, but at a reduced level of
performance. Customer very dissatisfied.
Or product may have to be sorted and a portion, (less than 100%)
repaired in repair department with a repair time between a half-hour
Criteria : This ranking results when a potential failure mode results
in a final customer and/or a manufacturing/assembly plant defect.
The final customer should always be considered first. If both occur,
use the higher of the two severities.
Or may endanger operator (machinery assembly) without warning.
Or may endanger operator (machinery assembly) with warning.
Or 100% of product may have to be scrapped, or vehicle/item
repaired in repair department with a repair time greater than one
hour.
* Note: AIAG is the Automotive Industry Action Group, which currently
compiles the FMEA standards for the North American Auto Industry.
6 Moderate Vehicle/item operable, but comfort/convenience
inoperable. Customer dissatisfied.
5 Low Vehicle/item operable, but comfort/convenience operable
at a reduced level of performance. Customer somewhat
dissatisfied.
4 Very Low Fit and Finish/Squeaks and Rattle item does not
conform. Defect noticed by most Customers. (greater
than 75%)
3 Minor Fit and Finish/Squeaks and Rattle item does not
conform. Defect noticed by 50% Customers.
2 Very Minor Fit and Finish/Squeaks and Rattle item does not
conform. Defect noticed by discriminating Customers.
(less than 25%)
1 None No discernible effect
and an hour.
Or a portion (less than 100%) of the product may have to be
scrapped with no sorting, or vehicle/item repaired in the repair
department with a repair time less than a half-hour.
Or 100% of product may have to be reworked, or vehicle/item
repaired off-line but does not go to repair department.
Or the product may have to be sorted, with no scrap, and a portion
(less than 100%) reworked.
Or a portion (less than 100%) of the product may have, with no
scrap, on-line but out-of-station.
Or a portion (less than 100%) of the product may have, with no
scrap, on-line but in-station.
Or slight inconvenience to operation or operator, or no effect.
49
FMEA TIPS ABOUT STEP 6
6.For each effect of failure, estimate the severity
Tips about Step 6:
The auto industry uses the AIAG guidelines as a standard.
Whatever guidelines are used…
Keep a copy with your FMEA.
Always make the highest number most severe, the lowest least
severe.
50
THE AIAG FMEA FORM - “CLASS”
COLUMN
On the AIAG FMEA form there is a column labeled,
“Class” (short for Classification).
This column is used to indicate a failure mode that
directly affects a customer’s safety, critical, major or
minor item.
Symbols such as an inverted delta, a safety badge, and
diamonds frequently appear in this column.
In most Six Sigma Projects this column is not needed. If
a FMEA is used for presentation to automotive
customers, then this column should be used.
51
- Used to highlight high priority failure modes or causes that may
require additional engineering assessment.
- Classify any special product or process characteristic (e.g., critical,
key, major, significant) for components, subsystems, or systems
that may require additional process controls.
• Customer specific requirements may identify special product or
process characteristic symbols and their usage.
•
PFMEA TERMS AND DESCRIPTION
CLASSIFICATION (CLASS)
• The following internal characteristics are considered:
* W – an important product or process characteristic whose
execution to specification is of special importance to the
operation of the product or its further processing.
* D – indicate a product or process characteristics, which requires
archived documentation.
52
FMEAFMEA -- Step 7Step 7
7.For each failure mode, list causes.
Process
Step
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Weld Nut to Pedestal
Nut Present Nut not present Cannot assemble seat 5 Welder cyles without
belt restraint to nut present
pedestal Operator fails to load
nut into welder
Nut is loaded but falls
out before weld cycle
Nut Welded Securely Nut welded Bolt breaks weld nut 6 Variation in pedestal
insecurely loose when seat belt raw material
restraint is assembled Weld strength variation
is too large
Variation in weld nut
raw material
Grease, contamination
on weld surfaces
Variation in welder
power circuit
Incorrect welder
set-up
53
FMEA TIPS ABOUT STEP 7
7.For each failure mode, list causes.
Tips about Step 7:
Use Cause and Effect Diagrams to do a thorough investigation of
causes for tough failure modes.
Sometimes hypothesis testing can be useful in demonstrating a cause
54
Sometimes hypothesis testing can be useful in demonstrating a cause
is strong.
Try to verify that the listed causes are important to avoid too long a list
of causes.
If you list causes everyone already knows about, you may not be able
to reduce risk.
54
- Refers to how the failure mode could occur, and is described
in terms of something that can be corrected or can be
controlled.
• Only specific error or malfunctions (e.g. Operator fails to
install) should be listed. Ambiguous phrases (i.e. operator
error, machine malfunction) should not be used.
PFMEA TERMS AND DESCRIPTION
CAUSE
55
USE THE C & E DIAGRAM
Process Step/
Requirements
Potential
Failure Mode
Potential
Effects of
Failure Severity
Potential
Causes of
Failure
FMEA
Causes
Effect
56
FMEAFMEA -- Step 8Step 8
8.For each cause of failure, estimate the
likelihood of occurrence.
Process
Step
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Weld Nut to Pedestal
Nut Present Nut not present Cannot assemble seat 5 Welder cyles without 8
57
Nut Present Nut not present Cannot assemble seat 5 Welder cyles without 8
belt restraint to nut present
pedestal Operator fails to load 2
nut into welder
Nut is loaded but falls 1
out before weld cycle
Nut Welded Securely Nut welded Bolt breaks weld nut 6 Variation in pedestal 2
insecurely loose when seat belt raw material
restraint is assembled Weld strength variation 6
is too large
Variation in weld nut 2
raw material
Grease, contamination 2
on weld surfaces
Variation in welder 3
power circuit
Incorrect welder 2
set-up
FMEA - STEP 8: AIAG* OCCURRENCE
GUIDELINES
OCCURENCE
SCALE OCCURENCE SCALE
10 > or = 100/1,000 vehicles
9 50/1,000 vehicles
8 20/1,000 vehicles
7 10/1,000 vehicles
Very High: Failure is almost
inevitable
High: Repeated failure
* Note: AIAG is the Automotive Industry Action Group, which currently
compiles the FMEA standards for the North American Auto Industry.
7 10/1,000 vehicles
6 5/1,000 vehicles
5 2/1,000 vehicles
4 1/1,000 vehicles
3 0.5/1,000 vehicles
2 0.1/1,000 vehicles
Remote: Failure is unlikely 1 < or = 0.010/1,000 vehicles
Moderate:Occasional failures
Low: Relatively few failures
58
FMEA TIPS ABOUT STEP 8
8.For each cause of failure, estimate the likelihood of
occurrence.
Tips about Step 8:
The auto industry uses the AIAG as a standard.
Whatever guidelines are used…
Keep a copy with your FMEA.
Always make the highest number most severe, the lowest least
severe.
59
- How frequently the specific failure cause is projected to occur.
- Is the likelihood that a specific cause/mechanism of failure will
occur.
• If statistical data are available, these should be used to
determine occurrence ranking.
• One occurrence ranking for each cause (e.g., “worn/broken
PFMEA TERMS AND DESCRIPTION
OCCURRENCE (O)
• One occurrence ranking for each cause (e.g., “worn/broken
tool”) must have two separate rankings.
60
- Are controls that prevent to the extent possible the cause of the
failure or the failure mode from occurring, or reduce its rate of
occurrence.
• Controls are adequately explained and do not just reference a
document number.
PFMEA TERMS AND DESCRIPTION
PREVENTIVE ACTIONS
61
FMEAFMEA -- Step 9Step 9
9.For each cause of failure, list the current process
controls.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by
62
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
Nut welded
securely
Nut welded
insecurely
Bolt breaks weld nut loose
when seat belt restraint is
assembled
6 Variation in pedestal raw
material
2 Supplier Certifications and
SPC information of
metallurgy
Weld strength variability is
too high
6 Welder is calibrated every
shift, maintained every
Variation in nut raw
material
2 Supplier Certifications and
SPC information of
metallurgy
Grease, contamination on
weld surfaces
2 Standard handling
procedures
Variation in the welder
power circuit
3 Welder is calibrated every
shift, maintained every
Welder incorrectly set up 2 1st piece weld strength
FMEA TIPS ABOUT STEP 9
9.For each cause of failure, list the current process controls.
Tips about Step 9:
Make sure you list the actual controls.
Don’t list “wannabe” controls.
Be brutally honest, if there is no control, just say it.
Frequently, there is no control for the cause of the failure mode; but
there is a control to detect the failure mode itself (see the next slide).
63
PROCESS CONTROL EXAMPLE
In an injection molding process, injection pressure of
over 6895 pieze (kilo-pascals) leads to a small
dimension. At a later stage, this makes assembly
difficult.
A process control on the cause (injection pressure)
might be a high pressure alarm on the hydraulic
circuit.circuit.
A process control on the failure mode (small
dimension) might be a
dimensional inspection
of each part.
64
- Identify the cause of the failure or the failure mode,
leading to the development of associated corrective
action(s) or counter-measures.
PFMEA TERMS AND DESCRIPTION
DETECTION ACTION
65
FMEAFMEA -- Step 10Step 10
10. For each process control, estimate the
detection.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4
66
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4
Nut welded
securely
Nut welded
insecurely
Bolt breaks weld nut loose
when seat belt restraint is
assembled
6 Variation in pedestal raw
material
2 Supplier Certifications and
SPC information of
metallurgy
2
Weld strength variability is
too high
6 Welder is calibrated every
shift, maintained every
5
Variation in nut raw
material
2 Supplier Certifications and
SPC information of
metallurgy
2
Grease, contamination on
weld surfaces
2 Standard handling
procedures
2
Variation in the welder
power circuit
3 Welder is calibrated every
shift, maintained every
2
Welder incorrectly set up 2 1st piece weld strength 2
FMEA - STEP 10: AIAG* DETECTION GUIDELINES
DETECTION
SCALE Criteria A B C Suggested Range of Detection Methods
10 Almost Impossible Absolute certainly of non-detection X Cannot detect
9 Very Remote
Controls will probably not detect
X
Control is achieved with indirect or random checks only
8 Remote Controls have poor chance of detection X Control is achieved with visual inspection only
7 Very Low
Controls have a poor chance of detection
X
Control is achieved with double inspection only.
6 Low
Controls may detect
X X
Control is achieved with charting methods, such as
SPC (Statistical Process Control)
5 Moderate
Controls may detect
X
Control is based on variable gauging after parts have
left the station, or Go/No/Go gauging performed on
100% of parts after parts have left the station.
Controls have a good chance to detect
X X
Error detection in subsequent operations, OR gauging
performed on setup and first-piece check (for setup
Inspection
Type
* Note: AIAG is the Automotive Industry Action Group, which currently
compiles the FMEA standards for the North American Auto Industry.
4 Moderately High
X X
causes only)
3 High
Controls have a good chance to detect
X X
Error detection in-station, or error detection in
subsequent operations by multiple layers of
acceptance: supply, select, install, verify. Cannot
accept discrepant part.
2 Very High
Controls almost certain to detect
X X
Error detection in-station (automatic gauging with
automatic stop feature) . Cannot pass discrepant part.
1 Very High
Controls almost certain to detect
X
Discrepant parts cannot be made because item has
been error-proofed by process/product design.
Inspection Types:
A - Error Proofed
B - Gauging
C - Manual Inspection
67
FMEAFMEA -- Step 11Step 11
11. For each cause of failure, calculate the Risk
Priority Number.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
RPN
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160
68
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4 160
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4 40
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4 20
Nut welded
securely
Nut welded
insecurely
Bolt breaks weld nut loose
when seat belt restraint is
assembled
6 Variation in pedestal raw
material
2 Supplier Certifications and
SPC information of
metallurgy
2 24
Weld strength variability is
too high
6 Welder is calibrated every
shift, maintained every
5 180
Variation in nut raw
material
2 Supplier Certifications and
SPC information of
metallurgy
2 24
Grease, contamination on
weld surfaces
2 Standard handling
procedures
2 24
Variation in the welder
power circuit
3 Welder is calibrated every
shift, maintained every
2 36
Welder incorrectly set up 2 1st piece weld strength 2 24
- An assessment of the probability that the current process
control detect the cause or the failure mode.
• Do not automatically presume that the detection ranking is
low because the occurrence is low, but do assess the
ability of the process controls to detect low frequency
failure modes or prevent them from going further in the
PFMEA TERMS AND DESCRIPTION
DETECTION (D)
failure modes or prevent them from going further in the
process.
• One Detection ranking for each Occurrence ranking.
Record the lowest ranking value in the Detection column.
69
RISK PRIORITY NUMBER (RPN)
The RPN number is calculated from the team’s
estimates of Severity, Occurrence and Detection.
RPN = S x O x D
If you are using a 1 - 10 scale for Severity,
Occurrence and Detection, the worst RPN = 1000Occurrence and Detection, the worst RPN = 1000
(10 x 10 x 10), while the best would be RPN = 1 (1
x 1 x 1).
Use RPN numbers to prioritize failure modes and/or
causes of failures in order to work on the highest
priority issues.
70
FMEA TIPS ABOUT STEP 11
11. For each cause of failure, calculate the Risk Priority Number.
Tips about Step 11:
Any failure mode with a severity of 9 or 10 must be identified as high
priority regardless of the RPN.priority regardless of the RPN.
Addressing the highest RPNs is more important than setting an actual
target (all RPNs < 150, for example).
Teams are all different, so different teams will obtain different RPNs.
Use the high RPNs to identify critical issues (failure modes, causes of
failures, key process inputs).
71
FMEA TREE STRUCTURE
.
.
.
Failure
Mode 1
Cause 2
Cause 1
Cause 3
Cause n
CurrentMeasures1
(PreventionandDetection)
CurrentMeasures2
(PreventionandDetection)
CurrentMeasures3
(PreventionandDetection)
CurrentMeasuresn
(PreventionandDetection)
72
.
.
.
.
.
.
Function/
Process
Failure
Mode 1
Cause 2
Cause 1
Cause n
CurrentMeasures1
(PreventionandDetection)
CurrentMeasures2
(PreventionandDetection)
CurrentMeasuresn
(PreventionandDetection)
- RPN is the product of the Severity (S), Occurrence (O)
and Detection (D) rankings.
RPN = S x O x D
• The use of an RPN threshold is NOT a recommended
practice for determining the need for actions.
• Order of Importance
PFMEA TERMS AND DESCRIPTION
RISK PRIORITY NUMBER (RPN)
• Order of Importance
1st Severity
2nd Occurrence
3rd Detection
73
JohnsonControls,Inc.©
January2006
W2FMEAforSixSigma.ppt
FMEAFMEA -- Step 12Step 12
12. For high priority causes of failure and/or failure
modes, develop recommended actions.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
RPN
Recommended
Action(s)
Spot weld nut to
W2FMEAforSixSigma.ppt
74
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4 160 Design, test &
install a nut
presence
sensing circuit.
Welder will not
cycle w/o weld
nut
a
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4 40 See Note a
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4 20 See Note a
FMEA TIPS ABOUT STEP 12
12.For high priority causes of failure and/or failure
modes, develop recommended actions.
Tips about Step 12:
Recommended actions should be low cost and effective.
Use ideas from all team members to improve the existing or planned
project.
Try to think of low cost actions that will reduce the occurrence.
Reducing the occurrence is the most cost effective way to reduce risk.
75
W2FMEAforSixSigma.ppt
FMEAFMEA -- Step 13Step 13
13. For each recommended action, assign
responsibility and completion dates.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
RPN
Recommended
Action(s)
Responsibility
& Target
Completion Date
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160 Design, test & Mark, 4/15/96
c
W2FMEAforSixSigma.ppt
76
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4 160 Design, test &
install a nut
presence
sensing circuit.
Welder will not
cycle w/o weld
nut
a
Mark, 4/15/96
c
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4 40 See Note a See above,
note c
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4 20 See Note a See above,
note c
FMEAFMEA -- Step 14Step 14
14. For each recommended action, implement the
action and note its effect.
Process
Function
Requirements
Potential
Failure
Mode
Potential
Effect(s)
of Failure
Severity
Potential
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Current
Process
Controls
Detection
RPN
Recommended
Action(s)
Responsibility
& Target
Completion Date
Actions
Taken
Spot weld nut to
pedestal
Nut presentNut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160 Design, test & Mark, 4/15/96
c
Circuit installed
Action Results
77
Nut presentNut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4 160 Design, test &
install a nut
presence
sensing circuit.
Welder will not
cycle w/o weld
nut
a
Mark, 4/15/96
c
Circuit installed
on 4/12/96.
10,000 welds-
no problem.
Circuit added to
welder design
e
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4 40 See Note a See above,
note c
See above,
note e
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4 20 See Note a See above,
note c
See above,
note e
• The intent of any recommended action is to reduce rankings
in the following order: severity occurrence and detection.
PFMEA TERMS AND DESCRIPTION
RECOMMENDED ACTION(S)
RESPONSIBILITY & TARGET COMPLETION DATE
78
RESPONSIBILITY & TARGET COMPLETION DATE
• Name of the individual and organization responsible for
completing each recommended action including the target
completion date.
• How can we reduce the occurrence?
• How can we improve the detection?
• Use process improvement skills.
• Where possible apply error proofing techniques.
• Standardization across all products or processes.
• Introduce any change in a controlled manner
PRIORITIZE CORRECTIVE ACTIONS
Note :
Error proofing (poka yoke) the process will result in
either
• Lower occurrence
• Lower detection rankings
Severity rankings will always remain the same. 79
SUMMARY OF POSSIBLE ACTIONS
High RPNs
Severe
?
Frequent
?
Frequent
?
Detection
?
No
No
No
Yes
Yes
Yes
Look for the causes
and carry out
None
80
?
Detection
?
EASY HARD
HARDEASY
Rethink the design
and carry out
preventive actions
The validation plan
is effective but is it
sufficient?
Don’t hesitate in
Spending if not the
Final cost will be
much higher
Expensive but there
Is no alternative
Rethink the design
and carry out
preventive actions
Look for the causes
and carry out
preventive action
Expensive but is there
A choice?
and carry out
preventive action
Cost of the action?
Cost of inaction?
FMEA TIPS ABOUT STEP 14
14.For each recommended action, implement the
action and note its effect.
Tips about Step 14:
It is essential that the team not only verify that the recommended action
was implemented, but that they also determine how effective it was.
Was it implemented? Yes or No.
How effective was it? Get data.
81
FMEAFMEA -- Step 15Step 15
15. For each implemented action, re-estimate the
severity, occurrence and detection rankings and
recalculate the RPN.
Process
Function Potential
Failure
Potential
Effect(s)
Severity
Potential
Cause(s)/
Occurrence
Current
Process
Detection
Recommended
Responsibility
& Target Actions
Action ResultsAction ResultsAction Results
82
Requirements
Failure
Mode
Effect(s)
of Failure
Severity
Cause(s)/
Mechanism(s)
of Failure
Occurrence
Process
Controls
Detection
RPN
Recommended
Action(s)
& Target
Completion Date
Actions
Taken
Sev
Occ
Det
RPN
Spot weld nut to
pedestal
Nut present Nut not present Cannot assemble seat belt
restraint to pedestal
5 Welder cycles without nut
present
8 100% Visual Inspection by
operator after cycle
4 160 Design, test &
install a nut
presence
sensing circuit.
Welder will not
cycle w/o weld
nut
a
Mark, 4/15/96
c Circuit installed
on 4/12/96.
10,000 welds-
no problem.
Circuit added to
welder design
e
5 1 1 5
Operator fails to load nut
into welder
2 100% Visual Inspection by
operator after cycle
4 40 See Note a See above,
note c
See above,
note e
5 1 1 5
Nut is loaded but falls out
before weld cycle
1 100% Visual Inspection by
operator after cycle
4 20 See Note a See above,
note c
See above,
note e
5 1 1 5
FMEA TIPS ABOUT STEP 15
15.For each implemented action, re-estimate the
severity, occurrence and detection rankings and
recalculate the RPN.
Tips about Step 15:
Never recalculate an RPN without implementing an
improvement! Guessing is not allowed!
Usually, it is difficult to reduce the severity of a failure mode.
However, sometimes a failure mode can be eliminated.
The most effective RPN reduction is reducing the likelihood
of occurrence.
The least effective RPN reduction is increasing inspection
(reducing the detection ranking). Although, Poka-Yoke can
reduce the detection ranking and reduce cost! 83
- Identifies the results of any completed actions and their
effect on S, O, D rankings and RPN.
PFMEA TERMS AND DESCRIPTION
ACTION RESULTS
84
FMEA “TIPS”
Make it a “team effort.”
Analyze new processes to avoid problems before they
happen.
Analyze existing processes to find and fix problems.
Analyze existing processes to discover the high priorityAnalyze existing processes to discover the high priority
(“key”) process input variables.
Work down the columns, not across.
Keep it moving! Avoid paralysis by analysis.
85
WHAT TO DO
Function comes from Functional Analysis,
Functional Decomposition
Potential Failure Mode comes from things that have
gone wrong in the past, concerns of designers, and
brainstorming. Possible considerations are partialbrainstorming. Possible considerations are partial
function, intermittent function, excess function.
Potential Effects are consequences to the design,
the user, and the environment. Safety and
regulation noncompliance are critical issues.
86
WHAT TO DO
Potential Causes of failure should be engineering
related such as incorrect material, corrosion, wear
and human related such as inexperience, misuse,
etc.
Current Design Controls are things like inspections,Current Design Controls are things like inspections,
testing, poke yoke, and other design checks that
are intended to prevent the problem.
87
WHAT TO DO
Assign values to Severity, Occurrence, and
Detection using the tables on the next three pages.
Determine the Risk Priority Number (Severity*
Occurrence * Detection)
Develop an action planDevelop an action plan
Implement an action plan
88
MAINTAINING PFMEAS
• PFMEA must be a LIVING document.
• Review regularly. (Annual review)
• Reassess rankings whenever changes are made to the product
and/or process. (Release of CRB)
• Add any new defects or potential problems when found. (8D Report,
89
• Add any new defects or potential problems when found. (8D Report,
Lessons Learned)
• All revised ratings should be reviewed and if further action is
considered necessary, repeat the analysis.
• The focus should always be on continuous improvement
RISK GUIDELINES
Effect Rank Criteria
None 1 No effect
Very Slight 2 Negligible effect on Performance. Some users may notice.
Slight 3 Slight effect on performance. Non vital faults will be noticed
by many users
Minor 4 Minor effect on performance. User is slightly dissatisfied.
Moderate 5 Reduced performance with gradual performance
degradation. User dissatisfied.
Severe 6 Degraded performance, but safe and usable. UserSevere 6 Degraded performance, but safe and usable. User
dissatisfied.
High Severity 7 Very poor performance. Very dissatisfied user.
Very High Severity 8 Inoperable but safe.
Extreme Severity 9 Probable failure with hazardous effects. Compliance with
regulation is unlikely.
Maximum Severity 10 Unpredictable failure with hazardous effects almost certain.
Non-compliant with regulations.
90
OCCURRENCE RANKING
Occurrence Rank Criteria
Extremely Unlikely 1 Less than 0.01 per thousand
Remote Likelihood 2 ≈0.1 per thousand rate of occurrence
Very Low
Likelihood
3 ≈0.5 per thousand rate of occurrence
Low Likelihood 4 ≈1 per thousand rate of occurrence
Moderately Low 5 ≈2 per thousand rate of occurrenceModerately Low
Likelihood
5 ≈2 per thousand rate of occurrence
Medium Likelihood 6 ≈5 per thousand rate of occurrence
Moderately High
Likelihood
7 ≈10 per thousand rate of occurrence
Very High Severity 8 ≈20 per thousand rate of occurrence
Extreme Severity 9 ≈50 per thousand rate of occurrence
Maximum Severity 10 ≈100 per thousand rate of occurrence
91
DETECTION RANKING
Detection Rank Criteria
Extremely Likely 1 Can be corrected prior to prototype/ Controls will
almost certainly detect
Very High
Likelihood
2 Can be corrected prior to design release/Very High
probability of detection
High Likelihood 3 Likely to be corrected/High probability of detection
Moderately High
Likelihood
4 Design controls are moderately effective
Medium Likelihood 5 Design controls have an even chance of workingMedium Likelihood 5 Design controls have an even chance of working
Moderately Low
Likelihood
6 Design controls may miss the problem
Low Likelihood 7 Design controls are likely to miss the problem
Very Low
Likelihood
8 Design controls have a poor chance of detection
Remote Likelihood 9 Unproven, unreliable design/poor chance for
detection
Extremely Unlikely 10 No design technique available/Controls will not
detect
92
Thank you for your attention
93

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Fmea handout

  • 1. FMEA FAILURE MODE AND EFFECTS ANALYSISFAILURE MODE AND EFFECTS ANALYSIS
  • 2. OUTLINE Failure Mode and Effects Analysis Learning Objectives What is FMEA? History Motivation Types FMEA Steps
  • 3. LEARNING OBJECTIVES To understand the use of Failure Modes Effect Analysis (FMEA) To learn the steps to developing FMEAs To summarize the different types of FMEAs 3 To summarize the different types of FMEAs To learn how to link the FMEA to other Process tools
  • 4. WHAT IS FMEA? A Failure Mode and Effects Analysis is a systemized group of activities intended to: recognize and evaluate potential failure and its effects identify actions which will reduce or eliminate the chance of failure document analysis findings
  • 5. • PFMEA = Process Failure Mode and Effects Analysis • PFMEA is a tool intended to document the entire process – Recognize and evaluate the potential failures of a process – Assess the effects of each potential failure (Identify Risk) – Identify potential process causes and identify process DEFINITION OF PFMEA – Identify potential process causes and identify process variables on which to focus controls – Identify actions (Control Plan) that could eliminate or reduce the chance of the failure occurring (Mitigate Risk) 5
  • 6. HISTORY OF FMEA First used in the 1960’s in the Aerospace industry during the Apollo missions In 1974, the Navy developed MIL-STD-1629 regarding the use of FMEA Examples regarding the use of FMEA In the late 1970’s, the automotive industry was driven by liability costs to use FMEA Later, the automotive industry saw the advantages of using this tool to reduce risks related to poor quality
  • 7. MOTIVATION FOR CONDUCTING A FMEA Improves design by discovering unanticipated failures Highlights the impact of the failures Potentially helpful during legal actions Provides a method to characterize product safetyProvides a method to characterize product safety Often required (e.g. FDA and DOD procurement)
  • 8. 4TH EDITION KEY EMPHASIS POINTS • Severity, Occurrence, Detection ranking tables – Improved ranking tables so that they are more meaningful to real world analysis and usage. • Role of management and its sanction – For resources and monitoring • Incorrect interpretation and reliance on RPN in the evaluation of risk 8 • Incorrect interpretation and reliance on RPN in the evaluation of risk priorities and improvement actions – Inappropriate use of RPN to obtain an arbitrary threshold • Improve the understanding of the role of the FMEA process throughout the APQP phases – Including continual improvement during production – FMEA is more than a static document necessary only for PPAP approval
  • 9. • Confusion between cause & effect • Too few causes identified • Lack of repeatability in risk assessment • FMEA done only by the FMEA moderator the night before a customer visit, an audit, initial sample presentation… COMMON MISTAKES OFTEN SEEN visit, an audit, initial sample presentation… • Actions not relevant or not validated • Detection assessed too low for a visual inspection • Changing the severity index after action on the process • Confusion between Design, process and machine FMEA 9Source : Joe Yap of GM
  • 10. • Can’t eliminate all human errors • Only single event initiators of the problem identified • Examination of external influences limited • Results are dependent on the quality of input! PFMEA assumptions LIMITATIONS OF PFMEA PFMEA assumptions • You have to assume material is to spec • You have to assume Design is robust 10
  • 11. TYPES OF FMEAS Design Analyzes product design before release to production, with a focus on product function Analyzes systems and subsystems in early concept and design stages ProcessProcess Used to analyze manufacturing and assembly processes after they are implemented 11
  • 12. Design FMEA • Main focus is on design of the product and specifications which enable the product to meet the intended use. Process FMEA • Main focus is on the manufacturing process which will allow the product to be made repeatedly to the print design specifications. DESIGN VS. PROCESS FMEA product to be made repeatedly to the print design specifications. • Utilizes process knowledge and historical process data to identify and help eliminate potential process failure modes. The thought pattern for development is identical 12
  • 13. DESIGN FMEA (DFMEA) The Design FMEA is used to analyze products before they are released to production. It focuses on potential failure modes of products caused by design deficiencies.deficiencies. Design FMEAs are normally done at three levels – system, subsystem, and component levels This type of FMEA is used to analyze hardware, functions or a combination 13
  • 14. PROCESS FMEA (PFMEA) The Process FMEA is normally used to analyze manufacturing and assembly processes at the system, subsystem or component levels. This type of FMEA focuses on potential failureThis type of FMEA focuses on potential failure modes of the process that are caused by manufacturing or assembly process deficiencies. 14
  • 15. • The risk analysis must be driven by multifunctional teams. • Is a LIVING document that represents the current process or product. PROCESS FMEA If it is correctly used, it WILL eliminate failures on products and process. 15
  • 16. • 25% of our Spills were driven by change -Process -Product -New Model Year Launches -Tool Moves LESSONS LEARNED 16 All quality spills could have been avoided if defined processes had been followed
  • 17. Five significant Failure Modes are responsible for 80% of the Spills: 17
  • 18. WHY DO FMEA? Failures: unavoidable? Or are they? • Manufacturing is a complex environment • The potential for many things to go wrong, or fail, is high • A failure is any change or any manufacturing error that renders a component, assembly, or system incapable of performing its 18 component, assembly, or system incapable of performing its intended function • Process failures result in defects, defects result in waste • Undetected defects could result in spills, customer dissatisfaction, and hence huge cost (REACTIVE) • Need to recognize risks – work on reduction (PREVENTIVE)
  • 19. WHY DO FMEA? • Target oriented, early determination of risks at product development and process planning. • Evaluation and minimization of risks • Increase products reliability and process capability; • Warranty safety and better ergonomics. Prevention instead of correction 19 • Warranty safety and better ergonomics.
  • 20. WHEN TO DO A FMEA? 20
  • 21. WHO PARTICIPATES & WHY? • Who: A cross functional team of Engineers, Designers, Operators, Supervisors, and Suppliers. • Why: Each person has a unique perspective and expertise based on their job assignment. 21 PE: Product Eng; (Process/Test Eng’g.) ME: Manufacturing Eng; QP: Quality Planning Eng; (Quality Eng’g.) MT: Maintenance; MF: Manufacturing GL/TL, etc.; (Production)
  • 22. FMEA: A TEAM TOOL A team approach is necessary. Team should be led by the Process Owner who is the responsible manufacturing engineer or technical person, or other similar individual familiar with FMEA.FMEA. The following should be considered for team members: – Design Engineers – Operators – Process Engineers – Reliability – Materials Suppliers – Suppliers – Customers 22
  • 23. IMPORTANCE OF FLOW DIAGRAMS • Usually the First “Picture” of a Process • Provides a logical pictorial which represents the Flow of the Process • Used as the Foundation for PFMEAs, Control Plans, 23 • Used as the Foundation for PFMEAs, Control Plans, Tooling Layouts, Work Station Layouts, Etc… • All Operations should be shown, including Inspection, Gauging Operations and Rework and Scrap Areas.
  • 24. FLOW DIAGRAM QUICK CHECKLIST Recommended Base Requirements of a Process Flow Diagram: • Manufacturing Process Title • Numbering/Lettering Scheme – Standard format • Include ALL Operations – Gauging & key process control related operations 24 – Rework areas – Scrap areas – Labeling – Shipping • Key for Symbols; consistent use
  • 25. FLOW DIAGRAM PFMEA & CONTROL PLAN PROCESS FLOW PFMEA 25 • They are like Triplets – They look very similar – They contain the same major items – All three are just presented a little different with varying information for different outcomes CONTROL PLAN
  • 26. WHEN TO USE FMEA FMEA is designed to prevent failures from occurring or from getting to internal and external customers. Therefore, FMEA is essential for situations where failures might occur and the effects of those failures occurring aremight occur and the effects of those failures occurring are potentially serious. FMEA can be used on all Six Sigma projects. It serves as an overall control document for the process. 26
  • 29. DEVELOPMENT OF A PROCESS FMEA List the process and detailed process steps Identify all functions /requirements of each process step List all Failure Modes List the effects List all possible causes 29 How likely is the cause to occur? (1- 10) How serious is the effect? (1-10) Current controls Can failure/cause be detected?(1-10) Calculate RPN Take actions to reduce the risk Identify the root cause
  • 30. PROCESS FLOW WORKSHEET EXAMPLE - Employee Picks Up Cover - Pick-up Cover - Employee Engages Edge of Cover to Final - Engage Cover DVD Assembly Process Step (List the Process Step to be studied) Process Function(s) (Verb-Noun) 30 DVD Assembly - Employee Finishes Placing the Cover on the DVD - Place Cover - Employee Picks up Two Screws - Pick-up Screw - Employee Picks up Screw Gun - Pick-up Gun - Employee Fastens Cover to the Final DVD - Torque Screw Assembly with the Screws
  • 31. FMEA STEPS 1.Fill in the header information. 2.Fill in the process steps. 3.For each process step, list requirements. 4.For each requirement, list the failure mode. 5.For each failure mode, list the effect of failure.5.For each failure mode, list the effect of failure. 6.For each effect of failure, estimate the severity. 7.For each failure mode, list causes. 31
  • 32. FMEA STEPS (CONT.) 8. For each cause of failure, estimate the likelihood of occurrence. 9. For each cause of failure, list the current process controls. 10. For each process control, estimate the detection.10. For each process control, estimate the detection. 11. For each cause of failure, calculate the Risk Priority Number. 12. For high priority causes of failure and/or failure modes, develop recommended actions. 32
  • 33. FMEA STEPS (CONT.) 13. For each recommended action, assign responsibility and completion dates. 14. For each recommended action, implement the action and note its effect.action and note its effect. 15. For each implemented action, re-estimate the severity, occurrence and detection rankings and recalculate the RPN. 33
  • 34. THE FMEA FORM 34 Identify failure modes and their effects Identify causes of the failure modes and controls Prioritize Determine and assess actions 34
  • 35. FMEA STEP 1 1. Fill in the header information. Failure Mode & Effects Analysis (FMEA) Process Description: FMEA Number: Black Belt: Page: of Team Members: Prepared by: FMEA Date: Revision Number & Date: Process Step Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection RPN Recommended Action(s) Responsibility & Target Completion Date Actions Taken Sev Occ Det RPN Action Results A. Describe the process B. Number the FMEA C. Identify the Black Belt D. Identify page numbers E. List team members F. Name the preparer G. Enter the FMEA date H. Enter the revision data 35
  • 36. FMEA - STEP 2 2. Fill in the process steps. Add all value added process steps from the process map to the FMEA form. Start End Step 2A Step 2B Step 2C Step 1 Weld Nut to Pedestal Good?Rework YesNo VA NVA NVA EndGood?Rework Process Step Requirements Weld Nut to Pedestal 36
  • 37. - A simple description of the process or operation being analyzed. - Purpose or intent of a particular process. - All functions are written in verb-noun (action-object) format. PFMEA TERMS AND DESCRIPTION FUNCTION 37
  • 38. FMEA - STEP 3 3.For each process step, list requirements. Requirements can be specifications, if available, or statements of what the process Process Step statements of what the process step should accomplish. Requirements Weld Nut to Pedestal Nut Present Nut Welded Securely Internal Threads in good condition 38
  • 39. - Inputs to the process specified to meet the design intent and other customer requirements. - Outputs of each operation/step and relate to the requirements for the product. - Provide a description of what should be achieved at each operation/step. PFMEA TERMS AND DESCRIPTION REQUIREMENTS - Provide the team with a basis to identify potential failure modes. 39
  • 40. FMEA - STEP 4 4.For each requirement, list the failure mode. Process Step Requirements Potential Failure Mode Weld Nut to PedestalWeld Nut to Pedestal Nut Present Nut not present Nut Welded Securely Nut welded insecurely Internal Threads in Internal threads good condition damaged 40
  • 41. FMEA TIPS ABOUT STEP 4 4.For each requirement, list the failure mode. Tips about Step 4: Failure modes are negative statements of requirements. Failure modes are not causes. “Operator fails to load weld nut” is not a failure mode. It is a cause of the failure mode, “Nut not present.”failure mode. It is a cause of the failure mode, “Nut not present.” This column is easy - if you avoid discussing causes! Just wait. Everyone can discuss causes in step 7. 41
  • 42. - The manner in which the process could potentially fail to meet the process requirement. There are 7 kinds of failure modes (by GM): 1. Omission = No action, Did not do the action 2. Excessive = Too much/many, Did action too much/ too many 3. Incomplete = Too little/few, Did action too little 4. Erratic = Mis-position inconsistent PFMEA TERMS AND DESCRIPTION FAILURE MODE 4. Erratic = Mis-position inconsistent 5. Uneven = Mis-position consistent 6. Too quickly = fast, Did action too quickly 7. Too slowly = slow, Did action too slowly 42 Note : The assumption is made that the failure could occur, but may not necessarily occur. Potential failure modes should be specific and should be written as a negative outcome of “Requirements”.
  • 43. Failure Mode is the event which comes between the Cause and the Effect. LINKING FAILURE MODE TO CAUSE & EFFECT Cause Failure Mode Effect 43 Cause Mode Effect
  • 44. FMEA - STEP 5 5.For each failure mode, list the effect of failure. Process Step Requirements Potential Failure Mode Potential Effect(s) of Failure Weld Nut to Pedestal Nut Present Nut not present Cannot assemble seat belt restraint to pedestal Nut Welded Securely (110 lbs. min. Tensile test) Nut welded Bolt breaks weld nut insecurely loose when seat belt restraint is assembled Internal Threads in Internal threads Seat belt restraint is good condition damaged assembled, but threads are stripped. 44
  • 45. FMEA TIPS ABOUT STEP 5 5.For each failure mode, list the effect of failure. Tips about Step 5: List only “worst case” effects of failure (that’s all you need to estimate severity). Capture what actually happens when the failure mode occurs. Avoid general statements like, “Part is rejected” or “Customer complaint.” By being specific in this column, later steps (estimating severity & listing causes) will go much easier. 45
  • 46. - It is the impact or downstream consequence of the failure mode on the customer. • Describe the effect of the failure mode in terms of what the customer will notice or experience. • Customer may be an internal customer as well as the ultimate end user. Each must be considered when assessing PFMEA TERMS AND DESCRIPTION EFFECT ultimate end user. Each must be considered when assessing the potential effect of a failure. 46
  • 47. FMEA - STEP 6 6.For each effect of failure, estimate the severity Process Step Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Weld Nut to PedestalWeld Nut to Pedestal Nut Present Nut not present Cannot assemble seat 5 belt restraint to pedestal Nut Welded Securely Nut welded Bolt breaks weld nut 6 insecurely loose when seat belt restraint is assembled Internal Threads in Internal threads Seat belt restraint is 9 good condition damaged assembled, but threads are stripped. Assembly is weak. 47
  • 48. - An assessment of the seriousness of the effect of a failure mode. • Severity applies to the effect only. It is associated with the most serious effect of a given failure mode. • Severity rankings should be identical for identical Potential Effects. • A reduction in the severity ranking can be effected through a PFMEA TERMS AND DESCRIPTION SEVERITY (S) • A reduction in the severity ranking can be effected through a design change to the system, subsystem or component, or a design of the process. 48
  • 49. FMEA - STEP 6: AIAG* SEVERITY GUIDELINES SEVERITY SCALE Criteria : This ranking results when a potential failure mode results in a final customer and/or a manufacturing/assembly plant defect. The final customer should always be considered first. If both occur, use the higher of the two severities. 10 Hazardous - w/o warning Very high severity ranking when a potential failure mode affects safe vehicle operation and/or involves noncompliance with government regulation without warning 9 Hazardous - w/ warning Very high severity ranking when a potential failure mode affects safe vehicle operation and/or involves noncompliance with government regulation with warning 8 Very High Vehicle/item inoperable, with loss of primary function. 7 High Vehicle/item inoperable, but at a reduced level of performance. Customer very dissatisfied. Or product may have to be sorted and a portion, (less than 100%) repaired in repair department with a repair time between a half-hour Criteria : This ranking results when a potential failure mode results in a final customer and/or a manufacturing/assembly plant defect. The final customer should always be considered first. If both occur, use the higher of the two severities. Or may endanger operator (machinery assembly) without warning. Or may endanger operator (machinery assembly) with warning. Or 100% of product may have to be scrapped, or vehicle/item repaired in repair department with a repair time greater than one hour. * Note: AIAG is the Automotive Industry Action Group, which currently compiles the FMEA standards for the North American Auto Industry. 6 Moderate Vehicle/item operable, but comfort/convenience inoperable. Customer dissatisfied. 5 Low Vehicle/item operable, but comfort/convenience operable at a reduced level of performance. Customer somewhat dissatisfied. 4 Very Low Fit and Finish/Squeaks and Rattle item does not conform. Defect noticed by most Customers. (greater than 75%) 3 Minor Fit and Finish/Squeaks and Rattle item does not conform. Defect noticed by 50% Customers. 2 Very Minor Fit and Finish/Squeaks and Rattle item does not conform. Defect noticed by discriminating Customers. (less than 25%) 1 None No discernible effect and an hour. Or a portion (less than 100%) of the product may have to be scrapped with no sorting, or vehicle/item repaired in the repair department with a repair time less than a half-hour. Or 100% of product may have to be reworked, or vehicle/item repaired off-line but does not go to repair department. Or the product may have to be sorted, with no scrap, and a portion (less than 100%) reworked. Or a portion (less than 100%) of the product may have, with no scrap, on-line but out-of-station. Or a portion (less than 100%) of the product may have, with no scrap, on-line but in-station. Or slight inconvenience to operation or operator, or no effect. 49
  • 50. FMEA TIPS ABOUT STEP 6 6.For each effect of failure, estimate the severity Tips about Step 6: The auto industry uses the AIAG guidelines as a standard. Whatever guidelines are used… Keep a copy with your FMEA. Always make the highest number most severe, the lowest least severe. 50
  • 51. THE AIAG FMEA FORM - “CLASS” COLUMN On the AIAG FMEA form there is a column labeled, “Class” (short for Classification). This column is used to indicate a failure mode that directly affects a customer’s safety, critical, major or minor item. Symbols such as an inverted delta, a safety badge, and diamonds frequently appear in this column. In most Six Sigma Projects this column is not needed. If a FMEA is used for presentation to automotive customers, then this column should be used. 51
  • 52. - Used to highlight high priority failure modes or causes that may require additional engineering assessment. - Classify any special product or process characteristic (e.g., critical, key, major, significant) for components, subsystems, or systems that may require additional process controls. • Customer specific requirements may identify special product or process characteristic symbols and their usage. • PFMEA TERMS AND DESCRIPTION CLASSIFICATION (CLASS) • The following internal characteristics are considered: * W – an important product or process characteristic whose execution to specification is of special importance to the operation of the product or its further processing. * D – indicate a product or process characteristics, which requires archived documentation. 52
  • 53. FMEAFMEA -- Step 7Step 7 7.For each failure mode, list causes. Process Step Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Weld Nut to Pedestal Nut Present Nut not present Cannot assemble seat 5 Welder cyles without belt restraint to nut present pedestal Operator fails to load nut into welder Nut is loaded but falls out before weld cycle Nut Welded Securely Nut welded Bolt breaks weld nut 6 Variation in pedestal insecurely loose when seat belt raw material restraint is assembled Weld strength variation is too large Variation in weld nut raw material Grease, contamination on weld surfaces Variation in welder power circuit Incorrect welder set-up 53
  • 54. FMEA TIPS ABOUT STEP 7 7.For each failure mode, list causes. Tips about Step 7: Use Cause and Effect Diagrams to do a thorough investigation of causes for tough failure modes. Sometimes hypothesis testing can be useful in demonstrating a cause 54 Sometimes hypothesis testing can be useful in demonstrating a cause is strong. Try to verify that the listed causes are important to avoid too long a list of causes. If you list causes everyone already knows about, you may not be able to reduce risk. 54
  • 55. - Refers to how the failure mode could occur, and is described in terms of something that can be corrected or can be controlled. • Only specific error or malfunctions (e.g. Operator fails to install) should be listed. Ambiguous phrases (i.e. operator error, machine malfunction) should not be used. PFMEA TERMS AND DESCRIPTION CAUSE 55
  • 56. USE THE C & E DIAGRAM Process Step/ Requirements Potential Failure Mode Potential Effects of Failure Severity Potential Causes of Failure FMEA Causes Effect 56
  • 57. FMEAFMEA -- Step 8Step 8 8.For each cause of failure, estimate the likelihood of occurrence. Process Step Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Weld Nut to Pedestal Nut Present Nut not present Cannot assemble seat 5 Welder cyles without 8 57 Nut Present Nut not present Cannot assemble seat 5 Welder cyles without 8 belt restraint to nut present pedestal Operator fails to load 2 nut into welder Nut is loaded but falls 1 out before weld cycle Nut Welded Securely Nut welded Bolt breaks weld nut 6 Variation in pedestal 2 insecurely loose when seat belt raw material restraint is assembled Weld strength variation 6 is too large Variation in weld nut 2 raw material Grease, contamination 2 on weld surfaces Variation in welder 3 power circuit Incorrect welder 2 set-up
  • 58. FMEA - STEP 8: AIAG* OCCURRENCE GUIDELINES OCCURENCE SCALE OCCURENCE SCALE 10 > or = 100/1,000 vehicles 9 50/1,000 vehicles 8 20/1,000 vehicles 7 10/1,000 vehicles Very High: Failure is almost inevitable High: Repeated failure * Note: AIAG is the Automotive Industry Action Group, which currently compiles the FMEA standards for the North American Auto Industry. 7 10/1,000 vehicles 6 5/1,000 vehicles 5 2/1,000 vehicles 4 1/1,000 vehicles 3 0.5/1,000 vehicles 2 0.1/1,000 vehicles Remote: Failure is unlikely 1 < or = 0.010/1,000 vehicles Moderate:Occasional failures Low: Relatively few failures 58
  • 59. FMEA TIPS ABOUT STEP 8 8.For each cause of failure, estimate the likelihood of occurrence. Tips about Step 8: The auto industry uses the AIAG as a standard. Whatever guidelines are used… Keep a copy with your FMEA. Always make the highest number most severe, the lowest least severe. 59
  • 60. - How frequently the specific failure cause is projected to occur. - Is the likelihood that a specific cause/mechanism of failure will occur. • If statistical data are available, these should be used to determine occurrence ranking. • One occurrence ranking for each cause (e.g., “worn/broken PFMEA TERMS AND DESCRIPTION OCCURRENCE (O) • One occurrence ranking for each cause (e.g., “worn/broken tool”) must have two separate rankings. 60
  • 61. - Are controls that prevent to the extent possible the cause of the failure or the failure mode from occurring, or reduce its rate of occurrence. • Controls are adequately explained and do not just reference a document number. PFMEA TERMS AND DESCRIPTION PREVENTIVE ACTIONS 61
  • 62. FMEAFMEA -- Step 9Step 9 9.For each cause of failure, list the current process controls. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 62 Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle Nut welded securely Nut welded insecurely Bolt breaks weld nut loose when seat belt restraint is assembled 6 Variation in pedestal raw material 2 Supplier Certifications and SPC information of metallurgy Weld strength variability is too high 6 Welder is calibrated every shift, maintained every Variation in nut raw material 2 Supplier Certifications and SPC information of metallurgy Grease, contamination on weld surfaces 2 Standard handling procedures Variation in the welder power circuit 3 Welder is calibrated every shift, maintained every Welder incorrectly set up 2 1st piece weld strength
  • 63. FMEA TIPS ABOUT STEP 9 9.For each cause of failure, list the current process controls. Tips about Step 9: Make sure you list the actual controls. Don’t list “wannabe” controls. Be brutally honest, if there is no control, just say it. Frequently, there is no control for the cause of the failure mode; but there is a control to detect the failure mode itself (see the next slide). 63
  • 64. PROCESS CONTROL EXAMPLE In an injection molding process, injection pressure of over 6895 pieze (kilo-pascals) leads to a small dimension. At a later stage, this makes assembly difficult. A process control on the cause (injection pressure) might be a high pressure alarm on the hydraulic circuit.circuit. A process control on the failure mode (small dimension) might be a dimensional inspection of each part. 64
  • 65. - Identify the cause of the failure or the failure mode, leading to the development of associated corrective action(s) or counter-measures. PFMEA TERMS AND DESCRIPTION DETECTION ACTION 65
  • 66. FMEAFMEA -- Step 10Step 10 10. For each process control, estimate the detection. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 66 Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 Nut welded securely Nut welded insecurely Bolt breaks weld nut loose when seat belt restraint is assembled 6 Variation in pedestal raw material 2 Supplier Certifications and SPC information of metallurgy 2 Weld strength variability is too high 6 Welder is calibrated every shift, maintained every 5 Variation in nut raw material 2 Supplier Certifications and SPC information of metallurgy 2 Grease, contamination on weld surfaces 2 Standard handling procedures 2 Variation in the welder power circuit 3 Welder is calibrated every shift, maintained every 2 Welder incorrectly set up 2 1st piece weld strength 2
  • 67. FMEA - STEP 10: AIAG* DETECTION GUIDELINES DETECTION SCALE Criteria A B C Suggested Range of Detection Methods 10 Almost Impossible Absolute certainly of non-detection X Cannot detect 9 Very Remote Controls will probably not detect X Control is achieved with indirect or random checks only 8 Remote Controls have poor chance of detection X Control is achieved with visual inspection only 7 Very Low Controls have a poor chance of detection X Control is achieved with double inspection only. 6 Low Controls may detect X X Control is achieved with charting methods, such as SPC (Statistical Process Control) 5 Moderate Controls may detect X Control is based on variable gauging after parts have left the station, or Go/No/Go gauging performed on 100% of parts after parts have left the station. Controls have a good chance to detect X X Error detection in subsequent operations, OR gauging performed on setup and first-piece check (for setup Inspection Type * Note: AIAG is the Automotive Industry Action Group, which currently compiles the FMEA standards for the North American Auto Industry. 4 Moderately High X X causes only) 3 High Controls have a good chance to detect X X Error detection in-station, or error detection in subsequent operations by multiple layers of acceptance: supply, select, install, verify. Cannot accept discrepant part. 2 Very High Controls almost certain to detect X X Error detection in-station (automatic gauging with automatic stop feature) . Cannot pass discrepant part. 1 Very High Controls almost certain to detect X Discrepant parts cannot be made because item has been error-proofed by process/product design. Inspection Types: A - Error Proofed B - Gauging C - Manual Inspection 67
  • 68. FMEAFMEA -- Step 11Step 11 11. For each cause of failure, calculate the Risk Priority Number. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection RPN Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160 68 Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 160 Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 40 Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 20 Nut welded securely Nut welded insecurely Bolt breaks weld nut loose when seat belt restraint is assembled 6 Variation in pedestal raw material 2 Supplier Certifications and SPC information of metallurgy 2 24 Weld strength variability is too high 6 Welder is calibrated every shift, maintained every 5 180 Variation in nut raw material 2 Supplier Certifications and SPC information of metallurgy 2 24 Grease, contamination on weld surfaces 2 Standard handling procedures 2 24 Variation in the welder power circuit 3 Welder is calibrated every shift, maintained every 2 36 Welder incorrectly set up 2 1st piece weld strength 2 24
  • 69. - An assessment of the probability that the current process control detect the cause or the failure mode. • Do not automatically presume that the detection ranking is low because the occurrence is low, but do assess the ability of the process controls to detect low frequency failure modes or prevent them from going further in the PFMEA TERMS AND DESCRIPTION DETECTION (D) failure modes or prevent them from going further in the process. • One Detection ranking for each Occurrence ranking. Record the lowest ranking value in the Detection column. 69
  • 70. RISK PRIORITY NUMBER (RPN) The RPN number is calculated from the team’s estimates of Severity, Occurrence and Detection. RPN = S x O x D If you are using a 1 - 10 scale for Severity, Occurrence and Detection, the worst RPN = 1000Occurrence and Detection, the worst RPN = 1000 (10 x 10 x 10), while the best would be RPN = 1 (1 x 1 x 1). Use RPN numbers to prioritize failure modes and/or causes of failures in order to work on the highest priority issues. 70
  • 71. FMEA TIPS ABOUT STEP 11 11. For each cause of failure, calculate the Risk Priority Number. Tips about Step 11: Any failure mode with a severity of 9 or 10 must be identified as high priority regardless of the RPN.priority regardless of the RPN. Addressing the highest RPNs is more important than setting an actual target (all RPNs < 150, for example). Teams are all different, so different teams will obtain different RPNs. Use the high RPNs to identify critical issues (failure modes, causes of failures, key process inputs). 71
  • 72. FMEA TREE STRUCTURE . . . Failure Mode 1 Cause 2 Cause 1 Cause 3 Cause n CurrentMeasures1 (PreventionandDetection) CurrentMeasures2 (PreventionandDetection) CurrentMeasures3 (PreventionandDetection) CurrentMeasuresn (PreventionandDetection) 72 . . . . . . Function/ Process Failure Mode 1 Cause 2 Cause 1 Cause n CurrentMeasures1 (PreventionandDetection) CurrentMeasures2 (PreventionandDetection) CurrentMeasuresn (PreventionandDetection)
  • 73. - RPN is the product of the Severity (S), Occurrence (O) and Detection (D) rankings. RPN = S x O x D • The use of an RPN threshold is NOT a recommended practice for determining the need for actions. • Order of Importance PFMEA TERMS AND DESCRIPTION RISK PRIORITY NUMBER (RPN) • Order of Importance 1st Severity 2nd Occurrence 3rd Detection 73
  • 74. JohnsonControls,Inc.© January2006 W2FMEAforSixSigma.ppt FMEAFMEA -- Step 12Step 12 12. For high priority causes of failure and/or failure modes, develop recommended actions. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection RPN Recommended Action(s) Spot weld nut to W2FMEAforSixSigma.ppt 74 Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 160 Design, test & install a nut presence sensing circuit. Welder will not cycle w/o weld nut a Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 40 See Note a Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 20 See Note a
  • 75. FMEA TIPS ABOUT STEP 12 12.For high priority causes of failure and/or failure modes, develop recommended actions. Tips about Step 12: Recommended actions should be low cost and effective. Use ideas from all team members to improve the existing or planned project. Try to think of low cost actions that will reduce the occurrence. Reducing the occurrence is the most cost effective way to reduce risk. 75
  • 76. W2FMEAforSixSigma.ppt FMEAFMEA -- Step 13Step 13 13. For each recommended action, assign responsibility and completion dates. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection RPN Recommended Action(s) Responsibility & Target Completion Date Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160 Design, test & Mark, 4/15/96 c W2FMEAforSixSigma.ppt 76 Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 160 Design, test & install a nut presence sensing circuit. Welder will not cycle w/o weld nut a Mark, 4/15/96 c Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 40 See Note a See above, note c Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 20 See Note a See above, note c
  • 77. FMEAFMEA -- Step 14Step 14 14. For each recommended action, implement the action and note its effect. Process Function Requirements Potential Failure Mode Potential Effect(s) of Failure Severity Potential Cause(s)/ Mechanism(s) of Failure Occurrence Current Process Controls Detection RPN Recommended Action(s) Responsibility & Target Completion Date Actions Taken Spot weld nut to pedestal Nut presentNut not present Cannot assemble seat belt 5 Welder cycles without nut 8 100% Visual Inspection by 4 160 Design, test & Mark, 4/15/96 c Circuit installed Action Results 77 Nut presentNut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 160 Design, test & install a nut presence sensing circuit. Welder will not cycle w/o weld nut a Mark, 4/15/96 c Circuit installed on 4/12/96. 10,000 welds- no problem. Circuit added to welder design e Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 40 See Note a See above, note c See above, note e Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 20 See Note a See above, note c See above, note e
  • 78. • The intent of any recommended action is to reduce rankings in the following order: severity occurrence and detection. PFMEA TERMS AND DESCRIPTION RECOMMENDED ACTION(S) RESPONSIBILITY & TARGET COMPLETION DATE 78 RESPONSIBILITY & TARGET COMPLETION DATE • Name of the individual and organization responsible for completing each recommended action including the target completion date.
  • 79. • How can we reduce the occurrence? • How can we improve the detection? • Use process improvement skills. • Where possible apply error proofing techniques. • Standardization across all products or processes. • Introduce any change in a controlled manner PRIORITIZE CORRECTIVE ACTIONS Note : Error proofing (poka yoke) the process will result in either • Lower occurrence • Lower detection rankings Severity rankings will always remain the same. 79
  • 80. SUMMARY OF POSSIBLE ACTIONS High RPNs Severe ? Frequent ? Frequent ? Detection ? No No No Yes Yes Yes Look for the causes and carry out None 80 ? Detection ? EASY HARD HARDEASY Rethink the design and carry out preventive actions The validation plan is effective but is it sufficient? Don’t hesitate in Spending if not the Final cost will be much higher Expensive but there Is no alternative Rethink the design and carry out preventive actions Look for the causes and carry out preventive action Expensive but is there A choice? and carry out preventive action Cost of the action? Cost of inaction?
  • 81. FMEA TIPS ABOUT STEP 14 14.For each recommended action, implement the action and note its effect. Tips about Step 14: It is essential that the team not only verify that the recommended action was implemented, but that they also determine how effective it was. Was it implemented? Yes or No. How effective was it? Get data. 81
  • 82. FMEAFMEA -- Step 15Step 15 15. For each implemented action, re-estimate the severity, occurrence and detection rankings and recalculate the RPN. Process Function Potential Failure Potential Effect(s) Severity Potential Cause(s)/ Occurrence Current Process Detection Recommended Responsibility & Target Actions Action ResultsAction ResultsAction Results 82 Requirements Failure Mode Effect(s) of Failure Severity Cause(s)/ Mechanism(s) of Failure Occurrence Process Controls Detection RPN Recommended Action(s) & Target Completion Date Actions Taken Sev Occ Det RPN Spot weld nut to pedestal Nut present Nut not present Cannot assemble seat belt restraint to pedestal 5 Welder cycles without nut present 8 100% Visual Inspection by operator after cycle 4 160 Design, test & install a nut presence sensing circuit. Welder will not cycle w/o weld nut a Mark, 4/15/96 c Circuit installed on 4/12/96. 10,000 welds- no problem. Circuit added to welder design e 5 1 1 5 Operator fails to load nut into welder 2 100% Visual Inspection by operator after cycle 4 40 See Note a See above, note c See above, note e 5 1 1 5 Nut is loaded but falls out before weld cycle 1 100% Visual Inspection by operator after cycle 4 20 See Note a See above, note c See above, note e 5 1 1 5
  • 83. FMEA TIPS ABOUT STEP 15 15.For each implemented action, re-estimate the severity, occurrence and detection rankings and recalculate the RPN. Tips about Step 15: Never recalculate an RPN without implementing an improvement! Guessing is not allowed! Usually, it is difficult to reduce the severity of a failure mode. However, sometimes a failure mode can be eliminated. The most effective RPN reduction is reducing the likelihood of occurrence. The least effective RPN reduction is increasing inspection (reducing the detection ranking). Although, Poka-Yoke can reduce the detection ranking and reduce cost! 83
  • 84. - Identifies the results of any completed actions and their effect on S, O, D rankings and RPN. PFMEA TERMS AND DESCRIPTION ACTION RESULTS 84
  • 85. FMEA “TIPS” Make it a “team effort.” Analyze new processes to avoid problems before they happen. Analyze existing processes to find and fix problems. Analyze existing processes to discover the high priorityAnalyze existing processes to discover the high priority (“key”) process input variables. Work down the columns, not across. Keep it moving! Avoid paralysis by analysis. 85
  • 86. WHAT TO DO Function comes from Functional Analysis, Functional Decomposition Potential Failure Mode comes from things that have gone wrong in the past, concerns of designers, and brainstorming. Possible considerations are partialbrainstorming. Possible considerations are partial function, intermittent function, excess function. Potential Effects are consequences to the design, the user, and the environment. Safety and regulation noncompliance are critical issues. 86
  • 87. WHAT TO DO Potential Causes of failure should be engineering related such as incorrect material, corrosion, wear and human related such as inexperience, misuse, etc. Current Design Controls are things like inspections,Current Design Controls are things like inspections, testing, poke yoke, and other design checks that are intended to prevent the problem. 87
  • 88. WHAT TO DO Assign values to Severity, Occurrence, and Detection using the tables on the next three pages. Determine the Risk Priority Number (Severity* Occurrence * Detection) Develop an action planDevelop an action plan Implement an action plan 88
  • 89. MAINTAINING PFMEAS • PFMEA must be a LIVING document. • Review regularly. (Annual review) • Reassess rankings whenever changes are made to the product and/or process. (Release of CRB) • Add any new defects or potential problems when found. (8D Report, 89 • Add any new defects or potential problems when found. (8D Report, Lessons Learned) • All revised ratings should be reviewed and if further action is considered necessary, repeat the analysis. • The focus should always be on continuous improvement
  • 90. RISK GUIDELINES Effect Rank Criteria None 1 No effect Very Slight 2 Negligible effect on Performance. Some users may notice. Slight 3 Slight effect on performance. Non vital faults will be noticed by many users Minor 4 Minor effect on performance. User is slightly dissatisfied. Moderate 5 Reduced performance with gradual performance degradation. User dissatisfied. Severe 6 Degraded performance, but safe and usable. UserSevere 6 Degraded performance, but safe and usable. User dissatisfied. High Severity 7 Very poor performance. Very dissatisfied user. Very High Severity 8 Inoperable but safe. Extreme Severity 9 Probable failure with hazardous effects. Compliance with regulation is unlikely. Maximum Severity 10 Unpredictable failure with hazardous effects almost certain. Non-compliant with regulations. 90
  • 91. OCCURRENCE RANKING Occurrence Rank Criteria Extremely Unlikely 1 Less than 0.01 per thousand Remote Likelihood 2 ≈0.1 per thousand rate of occurrence Very Low Likelihood 3 ≈0.5 per thousand rate of occurrence Low Likelihood 4 ≈1 per thousand rate of occurrence Moderately Low 5 ≈2 per thousand rate of occurrenceModerately Low Likelihood 5 ≈2 per thousand rate of occurrence Medium Likelihood 6 ≈5 per thousand rate of occurrence Moderately High Likelihood 7 ≈10 per thousand rate of occurrence Very High Severity 8 ≈20 per thousand rate of occurrence Extreme Severity 9 ≈50 per thousand rate of occurrence Maximum Severity 10 ≈100 per thousand rate of occurrence 91
  • 92. DETECTION RANKING Detection Rank Criteria Extremely Likely 1 Can be corrected prior to prototype/ Controls will almost certainly detect Very High Likelihood 2 Can be corrected prior to design release/Very High probability of detection High Likelihood 3 Likely to be corrected/High probability of detection Moderately High Likelihood 4 Design controls are moderately effective Medium Likelihood 5 Design controls have an even chance of workingMedium Likelihood 5 Design controls have an even chance of working Moderately Low Likelihood 6 Design controls may miss the problem Low Likelihood 7 Design controls are likely to miss the problem Very Low Likelihood 8 Design controls have a poor chance of detection Remote Likelihood 9 Unproven, unreliable design/poor chance for detection Extremely Unlikely 10 No design technique available/Controls will not detect 92
  • 93. Thank you for your attention 93