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Failure
Mode and Effects Analysis - FMEA |
By Issa Bass
When
one is engaged in a New Product or Process Development, or a New System
Implementation, no matter how well thought out and well conducted, his
initiative is, uncertainty will always be present and it will always
involve potential for failure. Being able to foresee the likely
impediments to the initiative is a first step to reducing their
occurrence and the cost attached to future repairs.
The techniques commonly used to forestall potential failures are the
Fault Tree Analysis and the Failure Mode and Effect Analysis (FMEA).
While a Fault Tree Analysis is an investigative tool that goes from the
effects of a failure of a product or process to the root causes, an FMEA
is a form of Brainstorming that generally follows a Cause and Effect
Analysis or a Process mapping and it is usually followed by a Pareto
Analysis. It is a granular analysis of a process, a system or a product
design for the purpose of identifying possible deficiencies. It is
generally conducted by a cross functional group with all the
participants having a stake or knowledge about the process, system or
product being assessed.
Although the methodology for conducting an FMEA is in general the same,
there are very small differences of approach used to carry it out. The
differences reside in the collection of the items to be evaluated for
potential shortcomings.
When conducting a process or system FMEA, the first step should
consist mapping the system or the process and then listing all the
steps of the process to be implemented before brainstorming the
potential problems that can cause undesired effects at every stage
of the process.
When the FMEA is done in relation with a New Product Development,
the listing of the items to be assessed will include all the
critical parts of the product and their interactions. The next step
will consist in determining the extent of the FMEA. What process,
system or product is being studied and what are the critical
components in that product or process and how do they interact?
An FMEA starts with the gathering of a team of very knowledgeable
stakeholders who are involved in the designing, the development, the
deployment or the marketing of the products or process to be
evaluated.
A graphical presentation of an FMEA is generally a representation of
two combined matrices: The Failure Mode and Effect part which
consist in developing the list all the causes of the potential
failures and their effects on the overall process or product and
then the Action Plan which determines what needs to be done to
prevent the failures from happening.
Failure Mode Assessment
The first step will consist in the brainstorming and the listing of
the critical parts or phases of the process or product at hand. Flow
charts are generally used to map processes and interactions between
different components of a product. Every element of the flow chart
should be listed on the FMEA matrix for appraisal.
The next step will consist in listing all the potential failures
that might occur to each part or phase. The probable causes of those
failures will then be listed and their impact established.
A
critical aspect of this methodology is the determination the
severity (or criticality) of the failure, how often it is likely to
happen and how easy it is to detect. In general, the levels of
severity, occurrence and detection of each item in the FMEA are
ranked between 1 and 9.
The severity measures how critical, how serious a potential failure
can be on the product or process. If the failure is so serious that
it can stop production, it is graded 9 and if it is very easy to
correct, it get a grade of 1.
How easy is the failure to detect? If it is easy to detect, the
grade should be low (1 for very easy to detect and 9 for very hard).
The Occurrence measures of how often the failure is likely to
happen.
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Risk
Priority Number (RPN)
The Risk Priority Numbers help rank the failures and establish their
precedence for consideration. The RPN is the product of the
severity, detection and occurrence levels. For a failure with a
severity of 6, a detection of 3 and an occurrence of 6, the RPN will
be 108 (6 * 6 * 3 = 108). The higher the RPN, the more attention
that particular step of the process or that characteristic of the
product should get.
The templates used for FMEAs
are not always the same but the items above (Severity, Detection,
Occurrence and RPN) should always be present since they are the
basis for corrective actions.
Action Plan
Since the purpose of an FMEA is to forestall failures, after
determining the list of potential failures and their RPNs, the next
step should be the planning of the actions to take to avert their
occurrence. The strategic actions to take are above all based on the
nature of the failures but their preseance is contingent upon the
RPN. After finishing the first phase of the FMEA, preventive tasks
are assigned to stakeholders according to their aptitude, but the
priority of execution should be subject to the RPN ranking.
All FMEAs do not follow the same pattern of Action Plans but the
following steps are usually considered.
The recommended preventive actions are generally suggested by the
FMEA team during a brainstorm session. It consists of all the
suggested proceedings that need to be followed to prevent failures.
The reasons for failures are multifaceted; every failure can have
several causes, that is why recommended preventive actions are
better generated by cross functional tea
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Task owner
and projected completion date
The task owner is the person or people who have been assigned the
task of
mending the aspects of the product, process or design that is
subject to failure. Even though the suggested preventive actions are
the result of a collegial brainstorm, the task of executing the
actions is performed at an individual or departmental level. A
person or a group of people are selected and assigned the task of
forestalling failures.
The projected
completion date should also be determined to avoid procrastination
and enforce accountability.
If the actions are taken and conducted according to the suggestions
made by the team, by how much are they expected to reduce the
potential failure? How would they impact the criticality of the
failure?
Here again the effects of the actions are ranked in general from 1
to 9.
How often will the failures happen if the recommended actions are
taken?
Detection refers to the ability to detect failures. After
improvement, potential failures should be easier to detect than they
were before the recommended actions were taken.
Here again, the Risk Priority Number will be the product of the
Detection, the Occurrence and the Severity. After the improvements
have been made, the RPN is expected to be significantly lower than
it was before.
About the author
Issa Bass is the managing editor of SixSigmaFirst. He can be reached at issa@sixsigmafirst.com
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