FMEA

Failure Mode and Effects Analysis

Description:

The Failure Mode and Effects Analysis, FMEA, is a subjective screening tool that uses numerical assignments to determine the risk associated with each input (failure mode). The highest scored items add the highest risk to the problem or present the highest risk to the process, design, or function.

Objective:

Assign a level of risk for each input as in impacts the output by determining the severity, frequency of occurrence, and ability to detect the failure mode for each input. A Risk Priority Number (RPN) is calculated and corrective action emphasis is given to those inputs with the highest RPN. Any input with a high severity (such as 9-10) should be given attention regardless of RPN.

The figure below shows the linkage of the subjective screening tools in a DMAIC project.




FMEA Tutorial





FMEA Diagram

How to complete a FMEA

Before you and the team jump into assigning values remind everyone that assigning ratings is subjective. Companies have different interpretations of each value and its meaning and many have developed tables and guides for each number 1-10 on what they represent.

It is more important that the scale applied is linear and well understood by each appraiser to minimize error from interpretation. The appraisers in this application are the team members, each one gets has input. Take time to review the meaning of each value for:

  • SEVERITY
  • OCCURRENCE
  • DETECTION

Each person can explain their score too and this helps the others on the team understand their perspective on the problem. Eventually the team leader needs to decide on one value and move on....don't let this process drag out too long, keep the team moving forward. It's easy to get derailed and begin great debates. Be careful for this!

Completing the FMEA:

  1. List inputs on left side of table from the Correlation Matrix. In some cases you can start directly with the FMEA and list your failure modes (in other words there may not be a need to use the Correlation Matrix first)
  2. List each failure mode (or input that is or could contribute to the problem).
  3. Assign 1-10 for SEVERITY. 1 - not severe and 10 catastrophic, death, shutdown.
  4. Assign 1-10 for the frequency of OCCURRENCE. 1 – extremely rare, 10 being at every opportunity.
  5. Assign 1-10 for the capability of DETECTION of the failure mode. 1 being detectable every time, 10 being impossible to detect.
  6. Multiply the values for SEVERITY, OCCURRENCE, and DETECTION and the becomes the RPN, risk priority number.

      SEVERITY * OCCURRENCE * DETECTION = RPN

  7. Sort the RPN’s from highest to lowest and assign corrective and preventive actions to each.
  8. Assign one person to be responsible for each input that the team decides to improve. The team may choose to try all of them or just a few depending on the magnitude, time allotted for the project, and other factors.
  9. This activity becomes part of the IMPROVE phase (sometimes it's done in the CONTROL phase). As improvements are completed, revised values are determined by the team and entered on the same original FMEA and this becomes the REVISED FMEA (see the YELLOW portion of the figure below).

Keep in mind, none of the scores can be a zero or the RPN will be zero. Therefore, to make the list on the FMEA as a Failure Mode, there must be a score >0 assigned to each the Severity, Occurrence, and Detection score.



Revised FMEA (used in CONTROL phase)

(complete the yellow highlighted section - use original FMEA)
CLICK HERE to get this FMEA Template

The GOAL!

The goal is to reduce the highest RPN’s. It’s a never ending cycle and not all of the failure modes have to be addressed and re-scored at once.

ü Sort the Failure Modes in descending order with the highest RPN’s at the top. These are the modes to focus on reducing the Severity, Occurrence, and Detection.

ü Complete any easy improvement actions regardless of RPN.

ü Target any Failure Modes with a high severity value inputs regardless of RPN.

After an improvement is done, rescore the failure mode and continue on the journey of reducing other RPN’s. Often times an improvement can be applied to other failure modes...find all those you can!

This tool is widely used in quality control organizations across all industries and segments to improve customer satisfaction. They are used for design, processes, services, and more. It is recommended to become very familiar with this tool and how it works.

FMEA Template

Click here to purchase the FMEA and REVISED FMEA template.


FMEA Module - Download

This module provides more detail about the development of a FMEA.

All Six Sigma project managers need to be familiar with this tool as it applies to almost every project.

Click here to purchase the FMEA module and view others that are available.




Example Test Questions

What is the Risk Priority Number (RPN) of a particular failure mode where the team assigned the following values?

Severity = 5, Detection = 3, and Occurrence = 9

RPN = Severity * Detection * Occurrence = 5*3*9 = 135

Next, assume the team implemented a few poka-yokes and other improvements. Therefore the revised FMEA now has the following scores assigned by the team:

Severity = 5 (usually the severity of the failure mode stays the same but not always)

Detection = 2

Occurrence = 4

What is the RPN for the Revised FMEA? The answer is 5*2*4 = 40

Therefore the RPN for that failure mode was reduced from 135 to 40. This is obviously a significant improvement but it may not be enough depending on the customer needs. 

The idea is to go after the highest RPN on a regular basis. The process never stops in the world of quality control. There will always be a failure mode(s) with a higher score than others. Never stop pursuing the ability to reduce the RPN's. 

Think about the three categories.....usually ANY failure mode with a Severity of 5 or higher automatically gets attention. A failure mode with a high severity should be addressed vigorously to somehow reduce the severity, perfect the detection, or eliminate the possibility of it occurring. 



FMEA & Revised FMEA Example

The example below shows a Six Sigma team's initial FMEA for a few process steps involving setting up and forming a widget. 

Notice the right side of the FMEA is not yet complete. This portion is completed after the improvements are in place and verified.

You can see the highest RPN is delivering of wire to the machine with a potential failure mode of "Wrong Material". 

The RPN is 243 followed by others of lower RPN. The team decides to implement a series of improvements (actions) to address the highest RPN's. 

Often times simple improvements such as improving the quality of work instructions (SOP's) and advanced training are common improvements for almost any failure mode. Many improvements apply to more than one failure mode as well. 

Some improvements require money, testing, trials, or other resources. Remember you may not be able to do them all but at least get the ideas on paper and discuss them with the leadership of the company.

Below you can see the improvements and the impact of the RPN on the failure modes. All of them were reduced except for one that the team decided not to address.

What is that worth to the company? You will want to quantify those risk reductions with your Finance representative. 

Now the cycle continues and the relentless pursuit for improvement never ends. 


Subscribe for full site access

Return to the MEASURE phase

Return to the CONTROL phase

Project Acceleration Techniques

Return to Six-Sigma-Material Home Page


Recent Articles

  1. SIPOC

    Jul 30, 21 04:51 PM

    Creating a SIPOC in the Define phase, a high level process map.

    Read More

  2. Six Sigma Material, Training, Courses, Calculators, Certification.

    Jul 02, 21 01:59 PM

    One site with the most common Six Sigma material, videos, examples, calculators, courses, and certification.

    Read More

  3. Value Stream Mapping, VSM, process mapping

    Jun 15, 21 09:16 PM

    Value Stream Mapping: Creating and Reading a VSM, Download Value Stream Map Icons and Symbols

    Read More

Custom Search


Site Membership
LEARN MORE


Six Sigma

Templates, Tables & Calculators


Six Sigma Certification

Six Sigma Black Belt Certification

Six Sigma Modules

CLICK HERE

Green Belt Program (1,000+ Slides)

Basic Statistics

SPC

Process Mapping

Capability Studies

MSA

Cause & Effect Matrix

FMEA

Multivariate Analysis

Central Limit Theorem

Confidence Intervals

Hypothesis Testing

T Tests

1-Way Anova Test

Chi-Square Test

Correlation and Regression

Control Plan

Kaizen

Error Proofing



Statistics in Excel


Need a Gantt Chart?

Click here to get this template