Articles by Results

FMEA - Plan and implement improvement actions - Recalculate the RPN

Posted by Graham Cripps on Thu, Aug 16, 2012 @ 03:21 PM

FMEA - Plan and implement improvement actions and establish revised RPN

GrahamCripps, DirectorWe are now nearing the completion of the DFMEA process whereby the identified and agreed actions are to be planned and implemented. To this end, as well as throughout the FMEA process in general, we use the Deming P.D.C.A. Cycle.

 

fmea_snapshot

 

Introduction

In this final FMEA article I will discuss the process of planning and implementing the actions necessary to reduce RPN numbers in the order of: -

  • Reduce the severity of the effect of failure – this is the most difficult to do as it will normally involve designing out the function. If this cannot be done: -

  • Reduce the likely occurrence – this is the most cost effective in most cases and certainly so when compared with the above option

  • Improve detection methods – this can be costly, particularly if involving detection rather than prevention

As already mentioned the planning and implementation is best served by using the Deming Plan-Do-Check-Act cycle. It is applied as follows: -

Plan DO Check Act CyclePLAN – plan the implementation of the corrective or improvement action. These may have wide ranging impacts across the design and design verification processes. All actions should be comprehensively considered in terms of the likelihood of success. This means that testing modifications may need to be modelled during the planning stage. Establish how success will be measured or assessed.

DO – Carry out the modifications as planned to the design, design processes or test processes. This includes documenting the changes in all associated processes and reviewing test data outcome requirements. It is important to ensure that the changes are made permanent to ensure “old or established” methods are not readopted (Ensure procedural documentation is updated and re-issued. Make the change sustainable).

CHECK – Carry out checks to ensure that the changes have taken place and are effective. This may not be feasible using practical methods, so modelling may be required, which should have been planned for as above. Have the changes had the planned effects, has the previous Severity, Occurrence or Detection levels been improved as planned?

ACT – Ensure that all data has been recorded, review the DFMEA and update the Severity, Occurrence and Detection ratings accordingly. This should result in a required reduction in the RPN. If outcomes are not as planned, take further actions to achieve the required improvements.

What Next?

What we have been through with these series of articles is just the beginning. FMEA fits within the processes of new product introduction and release and has direct linkages with other design tools including: -

  • Product reliability

  • Piece part approval

  • Design verification process

  • Adjoining FMEA efforts

  • Problem Solving

  • Robustness engineering

  • To name but a few………………………..

The message therefore is quite clear - FMEA is only successful when and if it is an  integrated part of the business and quality processes. Failure to do so makes FMEA a “bolt-on” activity. This less effective.

Assessing Questions 

  • Have all recommended actions been completed?

  • Have all required process and system documentation been completed in accordance with company standards?

  • Have any shortfalls in terms of expected outcomes been addressed through further considered action planning?

  • Have all outstanding questions been closed, new ones added and the question log updated?

  • Has the FMEA record been updated and communicated to all interested parties?

  • Have all the team members been thanked for their contribution?

Next Time

Next time you are tasked with carrying out an FMEA, I hope you will feel better equipped. Remember to download the FMEA Snap-Shot and use this as a reminder of the steps that need to be taken to get the best from your FMEA efforts.

Finally, thanks for sticking with me through these articles. I hope they have helped. If you need any further assistance, please visit www.resustsresults.co.uk/fmea.

Graham Cripps

Results Consotium Ltd

www.resultsresults.co.uk

Download your free FMEA SnapShot

Topics: Design FMEA, FMEA Template, FMEA Form, Risk Priority Number, FMEA Action Planning, FMECA, FMEA ranking tables, DFMEA, RPN

FMEA - Rate all existing Design Controls and calculate RPN

Posted by Graham Cripps on Thu, Aug 16, 2012 @ 02:55 PM

FMEA - Rate all existing Design Controls, calculate the RPN, and establish corrective actions required

 

Graham Cripps, DirectorIn this article I will discuss design controls and their effectiveness and look at how to calculate RPN and establish a priority for any necessary actions.

As I come to the end of this series of FMEA articles I would like to invite you to download a free copy of our FMEA Snap-Shot. The Snap-Shot series are key process documents that have been produced as a guide to the process steps of (in this case) FMEA. Our clients use these during FMEA meetings as an aid for the team. Please use the button at the end of this article.

Unlike previous articles I will discuss this activity in two sections and include assessing questions at the end of each section.

 

Introduction – Determine Existing Design Controls and Establish Rankings

At this stage we are considering the existing design controls, this will include all those that are part of the current design and design verification processes. These controls may fall into one of four categories: -

  •  Detection controls that will detect the cause of failure

  • Detection controls that will detect the failure mode

  • Preventative controls that will prevent the cause from occurring

  • Preventative controls that will prevent the failure mode from occurring

Design Controls are those activities within the design and design verification processes that are already in place to prevent or detect and might include: -

  •  Life cycle testing

  • Design verification plans

  • Life cycle modelling

  • Design validation

  • Stress testing

  • Design reviews

  • Inspection of design

  • Etc.

It is critical to ensure that the following are taken into account when ranking current design controls: -

  • Product life cycle – if the failure mode happens during the useful life span of the product does the control (e.g. life testing) consider longevity?

  • Have all customer usage profiles been considered in the control?

  • Have all robustness issues been addressed?

  • How representative is the control with respect to actual populations (product and customer/environment)?

NOTE: If you are new to FMEA and Reliability issues, please consider an FMEA Application Workshop. For more details please contact us at www.resultsresults.co.uk and we will be happy to help in any way we can.

FMEA Flow 3Once established, we use the DFMEA rating tables to rate how likely these controls are to work, the higher the number the less likely the control will work. In the FMEA Flow diagram it can be seen that the flow is important to establish which control detects which cause and which cause is associated with which failure mode.

For example, if a design verification test does not consider or test for the failure mode then this test will rate 9 or 10. If the it does test for the failure mode or the cause of failure and is such that it includes for the most demanding customer profile and life cycle, then the rate could be 2 or 3 (ranking needs to consider the size of the tested population).

This process is repeated for all failure modes. In many cases, the causes will impact on more than one failure mode.

Assessing Questions (1)

  • Have all the failure modes within the scope of this DFMEA been considered?

  • Have all the controls been realistically considered and entered onto the FMEA record?

  • Have the design verification specifications been used as part of the controls review?

  • Have all outstanding questions on the question log been answered?

  • Are there any new questions to be added to the log?

  • Has the DFMEA been communicated to all involved/interested parties?

Introduction - Calculate the RPN and establish priority of required actions

FMEA is a risk management tool. This and the next stage are all about minimising the risk of potential failures. We now have a record of the current detection and prevention design controls rated in terms of likelihood of detecting or preventing each failure mode.

Armed with this information we can now consider which of the failure modes is of greatest concern to the business. To do this we need to consider how we are going to prioritise them. To do this we calculate the Risk priority Number.

The Risk Priority Number (RPN) is the product of: -

Severity X Occurrence X Detection

Where: -      

  • Severity is the severity ranking of the effects of failure

  • Occurrence is the likelihood of the failure mode occurring

  • Detection is the ranking of the current design control on terms of their likelihood of detecting/preventing the failure mode or the causes of failure

However, the RPN used in isolation can be misleading. I can best demonstrate this with an example.

Example: I am the designer of a domestic stainless steel toaster. My FMEA team have identified a potential failure mode of “electrical insulation fails” and this has a severity of 10. However the likely occurrence is 1and the detection is 1. My RPN is therefore (10 X 1 X 1) 10.

My FMEA team have also identified a failure mode “appearance degrades” with a severity of 2. However the likely occurrence is 10 and the detection rating is also 10. My RPN in this case is (2 X 10 X 10) 200. Using just the RPN to determine priority of actions would put the second scenario as the higher priority when clearly the first is of greater priority.

So, Results’ recommend the following generic approach when considering the priority of any required actions: -

Level 1 – Effects with severity ratings of 9 or 10 are considered first.

Level 2 – Severity X Occurrence are then used to sort.

Level 3 – Severity X Occurrence x Detection (RPN) is used to sort all other actions.

Note: where there is conflict of rankings (i.e. several 10’s) go to the next level to sort.

Remember – you know your products and customers best, let this be your guide as you establish your action priorities.

At this stage, actions are recommended to reduce the risk and consequences of potential failures including agreeing actions and dates to be completed. Remember to make individuals responsible for actions, not departments or general areas.

Assessing Questions (2)
  • Have all the failure causes been considered and the right prioritisation process used in all cases?

  • Has the agreed prioritisation process been used consistently throughout?

  • Have all interested parties been involved in discussions around problem areas?

  • Have actions been recommended for all problem areas?

  • Have individuals been tasked with the actions, including an agreed completion date?

  • Have all outstanding questions been cleared or new ones added to the question log?

  • Has the FMEA report been updated and circulated?

Next Time

FMEA Snap-ShotIn the final article in this series I will describe how to ensure actions are taken and how the RPN is reduced as a result. In the meantime, please download your free FMEA Snap-Shot.

Graham Cripps

Results Consortium Ltd

www.resultsresults.co.uk

 

 

 

 Download your free FMEA SnapShot

Topics: Design FMEA, FMEA Template, FMEA Form, Risk Priority Number, FMEA Action Planning, FMECA, FMEA ranking tables, DFMEA, RPN

FMEA - Determine Causes of failure and Rank their likely occurrence

Posted by Graham Cripps on Tue, Aug 14, 2012 @ 10:15 AM

FMEA - Determine Causes of failure and Rank their likely occurrence

Graham Cripps, DirectorHaving identified the failure modes and the effects of failure, we now need to determine the possible causes of failure. In this article we will be looking at establishing those causes and the processes used to ensure all causes are considered and their likely occurrence determined by the FMEA team.

 

 

 

Introduction

FMEA Sentencing At this point we need to understand that the effect of the failure mode and the cause are not linked, other than through the failure mode itself. In other words, we are looking for the cause/s of the failure mode. The failure mode has effects that are experienced (sometimes called symptoms) as a result of that failure mode.

This is described in the sentencing model opposite.

 

 

To ensure that the best result is achieved the following should be noted: -

  • Ensure that brainstorming is managed effectively (this a creative process and should have the basic rules applied)

  • Do not constrain thoughts around current detection methods, this comes later

  • Keep the boundary diagram and other visual aids in view to focus the brainstorming effort

  • One cause can be the cause of more than one failure mode

  • All failure modes are captured and recorded for discussion and analysis after the brainstorming session

  • Causes are limited to those of the specific failure modes and cannot include errors outside of the boundary diagram

  • Potential mistakes that could be made during manufacture of the design can only be considered if they are as a direct result of poor design (the principles of design for manufacture).

  • A causal theory should be developed to root cause level for all failure modes with a severity of 9 or 10.

  • Robustness linkages should be considered if they are within the agreed scope of the FMEA.

The team should brainstorm all the possible causes of failure. Failure of the design to perform as intended.


FMEA Form Flow GraphicOnce the causes of failure have been established, they are arranged in order against the failure mode (a continuation of the flow established during the last process step (see diagram below).

Using the Design FMEA Ranking tables, each potential cause is ranked as to the likelihood of occurrence. The ranking is recorded alongside the cause in question.

 

Because the use of ranking tables is not an “exact science”, the introduction of past experiences and other data is useful.

 

The FMEA flow is imprtant. Ensure that the causes are arranged against each failure mode. You will now have an FMEA report that has the effects of the failure mode and the causes of the failure mode aligned to the individual failure modes (see graphic above left). This is critical at the next stage because we will want to be looking at how to reduce the likelyhood of failure and this is around the failure mechanism for each failure mode.

Assessing Questions

On completion of this and every stage of the FMEA, assessing questions need to be addressed. This will include: -

  • Have all failure modes been considered fully?

  • Have cause theories been developed for all causes (these must be what could actually happen)?

  • Have causes met the correct sentencing criteria (see above figure)?

  • Has the scope of the FMEA been adhered to for each possible cause?

  • Has the FMEA report structure been completed correctly (this is important when calculating RPN)?

  • Have all previous questions been closed out and any new ones entered on the question log?

  • Has the FMEA report been communicated to all interested parties?

 

Next Time

In the next article I will explain how to assess current preventative and detection controls and their effectiveness. I will also describe how to calculate RPN as a method of establishing action priorities.

 

 Free FMEA Ranking Table Download

 

 

Graham Cripps

Results Consortium Ltd

www.resultsresults.co.uk

 

Topics: Design FMEA, Process FMEA, FMEA Template, FMEA Form, Risk Priority Number, FMEA Action Planning, Root Cause, root cause analysis, FMECA, FMEA ranking tables, DFMEA

Design FMEA - A team based and structured approach

Posted by Graham Cripps on Mon, Jun 25, 2012 @ 02:34 PM

FMEA – A team based and structured approach

Graham Cripps - Results ConsotiumIntroduction

Potential Failure Modes and Effects Analysis (FMEA), or the analysis of the effects of failure of a design is used widely in the automotive, aerospace and associated industries.

A team based activity using an FMEA Template, Failure Mode and Effects Analysis (FMEA) is a risk management tool that, when applied well, can minimise the risk of failure of a product, process, service or design. FMEA is not a standalone quality tool it is supported by customer requirement input, customer usage data and other quality tools. 

A completed FMEA is only the beginning. The output of the FMEA is an action plan to minimise the risk of failure in one or more of three ways: - 

  • Minimising the severity of the effects of failure – the most difficult to do

  • Minimising the likely occurrence of the causes of potential failures

  • Maximising the detection or prevention of the failure mechanism (causes of failure) by providing data for design verification plans

A structured process, FMEA is often thought to be a difficult tool to use. However, where the design of a process, product or service has been well researched, documented and planned, FMEA builds on this knowledge and uses this data to consider all the risks associated with the use of the intended FMEA design.

The FMEA Template (or form - please see link at bottom of post)

Contrary to popular belief, the FMEA form does not drive the FMEA process, in fact the FMEA form has two specific purposes: -

  • To record and communicate the FMEA progress and outcomes

  • To record the action plan for, and the monitoring of, all necessary actions identified during the FMEA process.

The FMEA Process

There are 10 steps in the FMEA process. For the purpose of this article we will concentrate on the Design FMEA. 

STEP 1 – Form the FMEA Team

The FMEA is carried out by a core team whose members are dictated by the subject of the FMEA and would include: Design Engineer, Process Engineer, Customer Representative (someone who has a clear understanding of customer requirements), and Quality Engineer.  A support team is established to support the FMEA process as and when required and typically include: specialists; supplier representatives. 

It is critical that the team includes at least one experienced FMEA practitioner to ensure the success of the FMEA activity.

 STEP 2 - Determine Scope of the FMEA

An important step in the FMEA process is to set the scope of the FMEA (what will and what will not be included in this FMEA). If too much is included, then the FMEA becomes very time consuming and difficult to manage. This is one of the biggest reasons why FMEA’s often fail.

To determine the scope of a Design FMEA a Boundary Diagram is used. The boundary diagram is constructed from the design specification and should include the physical links or interactions between parts and sub-assembly levels. Also to be considered are the outcomes of the Robustness study. These linkages include considering the operating environment, interactions with other systems, customer usage (intended and unintended) and fatigue.

Once the boundary diagram has been completed and the scope identified, the composition of the team will need to be reconsidered to ensure all the necessary skills and knowledge are available to the core team.

Step 3 - Define the Product Design Functions (or Intent)

If we know all of the functions that a design has to achieve, then we can consider how we could potentially fail to meet the customer requirement. This is the key to understanding the exact functions that the product performs.

Example:  We are to design a fountain pen. So what is a primary function of a pen? To write? Well, no. We cannot design a pen that writes on its own!

We have to consider our design inputs which might be: to retain ink, to dispense ink, to provide comfortable grip, to allow left and right handed use, to resist leaks, to facilitate smooth contact on writing surface etc.

We use a VERB-NOUN sentencing technique to describe each function. To dispense (verb) ink (noun). So a pen could fail to dispense ink. The user would experience failure to write, but this is the effect of failure of a prime function (this principle is explained later in this document).

It is very seldom that design specifications are written in this way so we use the Function Tree tool to capture and sort all the functions of a design from Primary functions to tertiary functions. To do this, the functions are brainstormed using the sentencing technique (described above). The Prime Functions are then identified from which we ask “how is this function achieved”. Using other functions brainstormed, the process is continued until an actionable level is reached (a level that could have a measurable attached to it based on the design specification). This is repeated for all primary functions. Then we ask of the tertiary functions why and moving back up the tree, providing the answer at each level, making grammatical sense throughout. See our separate article on the use of function trees.

Step 4 - Define Potential Failure Modes

Failure modes are often confused with the effects of the failure mode i.e. the toaster gave me a shock!. The failure mode is “fails to provide electrical insulation” where the shock is an effect of the failure. “Provide electrical insulation” is the function.

Failure modes are limited to just four main categories: -

  • Total Failure – the product fails to deliver the intended function

  • Partial Failure – the product fails to deliver all the intended function

  • Intermittent Failure – the product fails to deliver the intended function sometimes

  • Degraded Function – the product functionality degrades over time

There can be no other type of failure. Consider a domestic toaster. It can fail as follows:

Total – does not heat up or retain bread

Partial – heats up but does not retain the bread

Intermittent – sometimes takes three or four attempts to retain or heat the bread

Degraded – over time the toaster takes longer to brown the toast

All failure modes (the way the product fails to meet the designed intent or customer need) will fall into one of these four categories.

At this stage the Design FMEA process has a team established that are capable and knowledgeable to perform the FMEA and have a specialist support team identified. The scope of the FMEA and the potential failure modes have been identified and fully described.

Step 5 - Determine and Rank the severity of the effects of failure.

The effects of the failure modes are considered by the team in the following 7 categories: -

  •  Part (subject of the design FMEA)

  • Assembly (the next level assembly that the part fits)

  • System (the system that this part contributes to)

  • Product (the overall product)

  • Customer (the user of the product)

  • Regulations (current legislation applicable in the country of use)

  • Other (any other category that may be industry or market specific)

The effects are recorded on the Design FMEA effects list (optional) and the FMEA form against the failure mode being considered. This will give a natural left to right flow       across the FMEA record.

Each effect is now ranked in terms of its severity using the Design FMEA ranking tables. The highest severity is the one carried forward and recorded against the failure mode being considered.

Step 6 - Determine and Rank the likely occurrence of the causes of the failure modes

At this point we need to understand that the effect of the failure mode and the cause are not linked, other than through the failure mode itself. In other words, we are looking for the cause/s of the failure mode. The failure mode has effects that are experienced (sometimes called symptoms) as a result of that failure mode.

The team should brainstorm all the possible causes of failure. At this point it is important to note that we are confined to the scope of the failure mode of a specific function. Failure of the design to perform as intended. Therefore, mistakes that may be made during manufacture of the design can only be considered if they are as a direct result of design omissions.

Once the failure modes have been established, they are arranged in order against the failure mode on the FMEA form (a continuation of the flow established during the last process step).

Using the Design FMEA Ranking tables, each potential cause is ranked as to the likelihood of occurrence. The ranking is recorded alongside the cause in question.  Because the use of ranking tables is not an “exact science”, the introduction of past experiences and other data is useful.

Step 7 - Establish and Rank all existing Design Controls

At this stage we are considering the existing design controls, this will include all those that are part of the current design and design verification processes. These controls may fall into one of four categories: -

  •  Detection controls that will detect the cause of failure

  • Detection controls that will detect the failure mode

  • Preventative controls that will prevent the cause from occurring

  • Preventative controls that will prevent the failure mode from occurring

Once established, we use the DFME rating tables to rate how likely these controls are to work, the higher the number the less likely the control will work.

For example, if a design verification test does not consider or test for the cause (or failure mode), then this test will rate 9 or 10. If the test does consider the cause (or failure mode) and is such that it includes for the most demanding customer profile, then the rate could be 2 or 3 (ranking needs to consider the size of the tested population).

This process is repeated for all causes. In many cases, the causes will impact on more than one failure mode.

Step 8 - Calculate the RPN and establish priority of, and determine the actions required

As mentioned in the introduction, FMEA is a risk management tool and this and the next stage are all about minimising the risk of potential failures. We now have a record of: -

  • All the potential failure modes

  • The effects of failure for each failure mode and their severity rating

  • The causes of failure for each failure mode and their likely occurrence rating

  • The current detection and prevention design controls rated in terms of likelihood of detecting or preventing each failure mode.

Armed with this information we can now consider which of the failure modes is of greatest concern to the business. To do this we need to consider how we are going to prioritise them. To do this we calculate the Risk Priority Number (RPN). However, the RPN used in isolation can be misleading.

Results recommend the following approach when considering the priority of any required actions:-

  • High severity with high occurrence, form the obvious highest priority.

  • Other combinations will be driven by the company priority policy.

NOTE: in many cases it will not be possible to reduce severity therefore the focus must be on reducing likely occurrence.

Step 9 - Plan and implement improvement actions and establish revised RPN

We are now nearing the completion of the DFMEA process whereby the identified and agreed actions are to be planned and implemented. To this end, as well as throughout the FMEA process in general, we used the Deming P.D.C.A. Cycle (refer to your free FMEA Snap Shot Template)

PLAN – plan the implementation of the corrective or improvement action. These may have wide ranging impacts across the design and design verification processes. All actions should be comprehensively considered in terms of the likelihood of success.

DO – Carry out the modifications to the necessary design processes. This includes documenting the changes in all associated processes and reviewing test data outcome requirements.

CHECK – Carry out checks to ensure that the changes have taken place and are effective.

ACT - Take action on any advers results

Step 10 - Close the DFMEA process

The Design FMEA has now been completed for the chosen design function or design intent. However, the FMEA process cannot be considered complete until all the final closing actions have been taken. These include: -

  • The DFMEA has been fully completed and all actions closed out.

  • The question log has been fully closed out

  • All lessons learnt have been recorded and communicated

  • All processes now reflect the new agreed standards

  • The FMEA Champion is fully aware of the outputs from the DFMEA

  • All core and support team members’ contributions have been formally recognised.

  • The complete DFMEA includes all documentation raised during the process including: -

      • Data gathered

      • Function tree

      • Boundary diagram

      • Change notes and other actionable documents.

 

Download your FREE FMEA template

 Graham Cripps

Results Consortium Ltd

 

 

Topics: Design FMEA, Process FMEA, FMEA Template, FMEA Form, Risk Priority Number, FMEA Action Planning, Risk Management, Plan Do CHack Act, Boundary Diagram

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