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FMEA - RPN calculation

  • 1.  FMEA - RPN calculation

    Posted 11-01-2019 09:19 AM
    Hello all.
    Firstly thank you for all your posts, there is some great material in there.
    My question is a follows:-
    During an FMEA, when performing the RPN rating rating for failure mode (for example bearing siezes due to fatigue), the residual rating for Detectability will be reduced using vibration analysis as the method of detection. However vibration analysis by itself does not reduce the likelihood (Occurence) even though you would expect the results of the vibration analysis to lead to early detection and therefore reduced likelihood of failure. Am I correct in saying that occurence is not affected by vibration analysis. Is there a rule of thumb here as to how this should be  interpreted?

    Looking forward to hearing back.

    Paul Bamforth, CMRP
    Melbourne Australia




  • 2.  RE: FMEA - RPN calculation

    Posted 11-01-2019 09:30 AM
    Dear Paul,
    If a provision for continuous vibration monitoring is being given in the design, then the detectability should naturally decrease as the onset of failure can be detected well in advance. If there is no continuous monitoring facility available on the machine, then it depends on the type of application and the frequency of the measurements that are being taken. The failure rate for a heavily loaded equipment will naturally be different from that of an equipment that is lightly loaded. The failure mode would need to be explored for the specific type of application in that case. For getting a reduction in the risk, then a combination of daily checks and PM would normally be the case. 
    Regards,
    Srihari

    ------------------------------
    Srihari R ramasubramanian.srihari@gmail.com
    ------------------------------



  • 3.  RE: FMEA - RPN calculation

    Posted 11-03-2019 11:48 PM
    Thanks Srihari and Sundar for your replies.

    Let's assume that the vibration monitoring is online (real time), and the P-F interval is 3 months for this particular failure mode.

    The point at which the failure initiator is detected by vibration monitoring (P) and the functional failure (F) are 3 months apart. Now isn't the (residual) likelihood of the failure (function failure) occurring going to be reduced?

    I just want to be clear in my mind if this is the correct interpretation. Although there are many other factors involved such as lead time, availability of spares etc...


    regards Paul

    ------------------------------
    Paul Bamforth
    ALTONA
    ------------------------------



  • 4.  RE: FMEA - RPN calculation

    Posted 11-04-2019 03:23 AM
    ​Thanks Paul for initiating this discussion. Sharing my thoughts on your query...

    In the example that you've provided, the RPN is calculated for Failure Mode of Bearing (cause) and is different from the Functional Failure (Failed State) of the Equipment. Once the bearing failure manifests, the failure mode can only be detected at some stage in the P-F Interval by Condition Monitoring. Depending on the stage at which it is detected, we get the time to plan and carry out the corrective maintenance to prevent the functional failure of the equipment (this action does not change the likelihood of the failure mode detected). 

    Improved detectability helps to reduce the Risk (as ranked by RPN) as we assign a lower value for high detectability.
    It'd be good to see some more responses on this. Thanks

    ------------------------------
    Sundar Naranammalpuram P.
    Navi Mumbai
    Maharashtra
    India
    ------------------------------



  • 5.  RE: FMEA - RPN calculation

    Posted 11-01-2019 11:15 AM
    Hello Paul,

    My thoughts on your question, taking the example of bearing, is as follows. Though the failure mode can be detected (unlike hidden failures) by Vibration Analysis, the likelihood/occurrence itself is not changed, as initiation of bearing failure has already happened (when detected by Vibration Analysis) and any timely detection only helps us to plan and execute the maintenance work (the window available for this depends on how early the failure is detected). The ease of Detection would depend on the available monitoring and analysis (type/effectiveness), periodicity of analysis. Depending on the overall Risk the Detectability could be further improved by a combination of Condition Monitoring Tasks (Continuous or Periodical Monitoring with its frequency, PM/Inspection Tasks).

    It would be great to hear from others on this...

    ------------------------------
    Sundar Naranammalpuram P.
    Navi Mumbai
    Maharashtra
    India
    ------------------------------



  • 6.  RE: FMEA - RPN calculation

    Posted 11-04-2019 08:53 AM
    Agree with Sundar, Bruce and others that vibration analysis does not prevent the failure mode but only gives early warning and thus prevent unscheduled downtime.​ 

    Paul, you are correct in that vibration analysis can affect the detection probability but not the occurrence probability. 


    ------------------------------
    Randy Riddell, CMRP, PSAP, CLS
    Reliability Manager
    Essity
    Cherokee AL
    ------------------------------



  • 7.  RE: FMEA - RPN calculation

    Posted 11-04-2019 07:16 AM

    Paul, unless anything is being done to reduce the incidence of fatigue in the bearing, then the frequency of occurrence for that failure mode will not change.

    Bruce

     

    Bruce Hawkins, CMRP, CAMA | Director | Operational Certainty Consulting

    Emerson Automation Solutions | 1100 Louis Henna Blvd.| Round Rock | TX | 78681 | USA

    M 843 743 5962  

    Bruce.Hawkins@Emerson.com

     

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  • 8.  RE: FMEA - RPN calculation

    Posted 11-04-2019 07:24 AM
    ​Paul,
    Bruce took the words out of my mouth. Vibration analysis will only notify you there is a issue. It may help you stave off a production stoppage, but it will not change your occurrence likelihood.

    ------------------------------
    Scott Fortner
    Reliability Engineer-Asset Management Specialist
    Honda of America Manufacturing
    Marysville OH
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  • 9.  RE: FMEA - RPN calculation

    Posted 11-04-2019 08:47 AM
    Paul,
    When generating a RPN for all your assets. I recommend doing based on Severity, Occurrence, Detection. Severity should be set by impact of Safety, Delivery, Environmental, Cost, Morale, and Quality. Occurrences based on time till failure mode, hourly, daily, monthly, quarterly, semi-annually, annually, and etc. Detection be it based condition monitoring. Continuously, hourly, daily, weekly, monthly, quarterly, semi-annually, annually and etc.
    In saying this, what ever your weights and measures be, use same scale for all assets. Even if rotating equipment, electrical panels, and etc.
    After you have mitigated risk to lower your asset RPN, then do a RPN(B) a new FMEA. These assets will always change on RPN scale. So it is recommended to schedule a review of these or even when equipment is modified. If you are are using a CMMS like Maximo, the RPN will constantly change due to break downs, PMs, meter readings, and condition monitoring.

    ------------------------------
    Shaun Dick
    Equipment Reliability Engineer/ MES SME
    Honda of America Manufacturing
    Greensburg IN
    ------------------------------



  • 10.  RE: FMEA - RPN calculation

    Posted 11-05-2019 11:39 AM
    Vibration monitoring that detects the bearing fault frequencies can reduce the consequence of the bearing failure by giving adequate warning so corrective action can be planned before the failure becomes "catastrophic".  Vibration monitoring that detects an adverse operating condition (for example, excessive misalignment) can reduce the "likelihood" of a failure by allowing correction of the problem before the bearing itself is damaged.

    ------------------------------
    Edward Spyhalski PE/CMRP
    Deployment Leader
    Advansix
    Chester VA
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  • 11.  RE: FMEA - RPN calculation

    Posted 11-05-2019 10:47 PM
    Thankyou to all who have responded to my thread - I am now 'wised up'. I realise now that there is no rule of thumb other than to analyze each failure mode closely. Your contributions are sincerely appreciated.

    Paul B. CMRP
    Melbourne Aus.