Six Sigma aims to eliminate the failures, errors, and defects that directly impact the customers. Failure Modes and Effect Analysis (FMEA) is like a framework given to the project team to identify the potential process failure and make an analysis to estimate how much does failure affects the customer.
In
the Analysis Stage of DMAIC, the project teams use failure modes and effect
analysis. It helps analyze and spot the tasks or product features that might
experience a high failure rate. If you want to detect the process which can be
improved, use the failure modes, effects analysis, or FMEA. FMEA helps in
taking over the traditional approaches and implement it in a new way at any
step in the product or service’s life.
To
use FMEA accurately, the project team must know every step of the production
process and have a piece of intimate knowledge about it. There are a few steps
of application of FMEA, they are well talked about in the
Lean
Six Sigma Green
Belt
Certification, and they are as follows:
- Try to identify the failure that could occur at any point in the process.
- Know the result of every failure which could occur and prepare with “What will happen if this failure occurs?”
- In the severity ranking on a scale of 1 to 10, 1 does not affect the customer. However, ten is no less than a disaster. So basically, calculate the severity ranking for each chance of failure.
- Find the likelihood of the failure on a scale of 10 points. One denotes no chance, and 10 represents absolute certainty.
- One should estimate the chance of detecting the error before the user or customer detects it. One denotes the failures that are very easy to notice, and 10 means failures that usually go unnoticed.
Once all the probability and chances are ranked, calculating the Risk Priority Number or RPN is the next step. Multiplying the rank of severity, detection, and occurrence levels lead to each step in an RPN process.
Every chance of potential failure impacts the risk priority number on a scale of 0 and 1000. The expected losses having RPN high indicates a high risk to the process. Hence, for the improvement, this is the first step to be looked after and targeted.
Out of the three components Severity, Occurrence, and Detection – of risk priority number, the occurrence is the most cost-effective component or area to address. Reducing the number of failures affects reducing the risk priority number and obtaining a long-term solution.
When failure modes and effect analysis framework is used by the project teams to evaluate every step-in production, they can detect where the most significant probability of the failure lies. They can also estimate the impact that the loss might create on the customers.
Six Sigma focuses on the importance of knowing and understanding the root cause of failures and defects. FMEA helps the project teams to get one step further of the philosophy by assigning each possible reason for failure a risk priority number.
The most common cause of loss that might have the most significant effect on the customers can be addressed and easily identified first.
The
step of identifying the requirement and recording the potential ways of
failure:
For
every step in the process, it is crucial to find its requirements. That is an
intermediate step to comprehensively and accurately identify the potential ways
of failure in the stages. Requirements are like the additional criteria, which
help determine the success of the execution of the step.
With
the process requirement in mind, you should ask yourself how the failure, which
is expected, could look like and what it could be. One should take care of
these not to get sidetracked by the modes of failure that are not related to
the listed process requirements.
Effects that failures have: It is essential to list the potential impact of each identified failure mode. To make it easy to think of the result, consider two aspects of the methods of failure. Firstly, think of how the mode of failure may affect the internal customers and the process’s flow.
Secondly, believe and know how the mode of failure may impact the end customer in the process. In a short period, you can create a detailed list of the possible effects. That is possible with green belt certification since you will be trained for doing the same.
Create
a table where the first column consists of the numeric score; the second column
has a verbal description of the industry’s typical standard level of severity
from AIAG. In contrast, the third column should translate the AIAG language
into understandable, practical, and customer-centric terminology.
It
is fine, but when should exactly the failure modes and effects analysis be
used? A project team should perform a failure modes and effects analysis (FMEA)
when:
- Before starting a new process and setting it up in the environment of the production.
- Trying to improve the existing process.
- Trying to change the current process like – changing or modifying the material type used.
- Trying to establish quality control in existing issues in the process.
The
FMEA exists in three types: Design (DFMEA), Process (PFMEA), and System
(SFMEA). They could be explained in brief as follows:
- DFMEA: It focuses on a
service or product. This process comes before putting a new service or product
into manufacturing. - PFMEA: It handles the
process. It looks after the service or the end product to find out the issues
produced from the process. - SFMEA: It is also called as
a Functional FMEA (FFMEA). The system failure modes and effects analysis look
at the whole process on a high level. It is like looking after the
interrelationships between the processes and components. Six Sigma is an
essential tool that helps in decreasing the defects and increasing customer
satisfaction. The green belt
certification helps you in excelling in all the processes.
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