on Maintenance Reliability

Ensuring the Failure Data Collected Can Be Used To Drive Improvements In Any Organization

If you were to go into your CMMS and look at the hierarchy and equipment, would it be well laid out and organized?   Would you be able to drill down the to the lowest level of components to know what failures have occurred?  Can you see how pumps are performing across a specific area or the entire plant?  The chances are that for many organizations, this is not possible.   Why is that?  The asset hierarchy was not thought out ahead of time, nor was the right data collected and recorded in the CMMS.

Having a well-defined asset hierarchy is critical to the ability of the plant to drill down in costs and identify where the improvements efforts should be focused.  It also allows reliability staff to identify common issues across specific equipment types and classes, enabling what may be an improvement targeted for a specific area to be spread out across the site. [Read more…]

Preventing The Consequences Of A Hidden Failure From Devastating Your Organization.

Ever wonder how some of the worst industrial disasters occur?  It is usually the result of multiple failures.  Failure of the primary system and failure of the protective systems.   Ensuring the protective system(s) are not in a failed state should be of utmost importance to any organization.  But how often should we test the protective systems to ensure the required availability?

Establishing the correct frequencies of the inspection/ testing activities of these protective system(s) is critical to not only the success but safety and reputation of any organization.   Too infrequently and the organization is at risk of a major incident.  Too frequently, and the organization is subjected to excess planned downtime, an increased probability of maintenance induced failures and increased maintenance cost.
This article will continue the discussion on establishing the correct inspection frequency in a maintenance program.  There are three different approached to use, based on the type of maintenance being performed;

• Time-Based Maintenance
• On-Condition Maintenance
• Failure Finding Maintenance

This article will focus on Failure Finding Maintenance.

What Are Protective Systems, Hidden Failures and Failure Finding Maintenance

A protective system or device is a system or device which is designed to protect and mitigate or reduce the consequences of failure.  These consequences may be safety, environmental or operational in nature.   These devices or systems are designed to;

• Alert – to potential problem conditions (i.e. alarm)
• Relieve – prevent failure conditions causing greater problems (i.e. pressure relief valve)
• Shutdown – stop a process to prevent greater problems from occurring (i.e. motor overload)
• Mitigate – alleviate the consequences of a failure (i.e. fire suppression equipment)
• Replace – continue to provide a function by an alternative means (i.e. back up pump)
• Guard – prevent an accident from occurring  (i.e. E-Stop)

Knowing what a protective device or system is, you may see that if a pressure relief valve became corroded and seized in the closed position, it would not be evident to the operators.   This is a hidden failure.   A hidden failure can be defined as; a failure which may occur and not be evident to the operating crew under normal circumstances if it occurs on its own.  Obviously, this could lead to significant consequences if the tank that the pressure relief valve is protecting is overpressurized.   This is where failure finding maintenance comes in.

Failure-finding maintenance is a set of tasks designed to detect or predict failures in the protective systems or devices to reduce the likelihood of a failure in the protective system and the regular equipment from occurring at the same time.  So how to do you determine how often the protective systems should be checked for failure?  Establish the frequency using a formula.

Establishing Failure Finding Maintenance Frequencies Using Formulas

There is a single formula that will take into consideration of all variables to establish the failure finding interval (FFI);  FFI = (2 x M_TIVE x M_TED) /M_MF

Where;

• M_TIVE = MTBF of the protective device or system
• M_TED = Mean Time Between Failure of the Protected Function
• M_MF =   Mean Time Between Multiple Failures

So if we use an example from RCM2, we can see how this works; The users of a pump and a standby pump want the following from the system.

• The probability of a multiple failure to be less than 1 in 1000 in any one year (M_MF)
• The rate of unanticipated failures of the duty pump is 1 in 10 years (M_TED)
• The rate of unanticipated failure of the standby pump is 1 in 8 years (M_TIVE)

Therefore the correct failure finding interval would be;

• FFI = (2 x 8 x 10) / 1000
• FFI = (160)/1000
• FFI = 0.16 years
• 0.16 years x 12 months = 2 months

This indicates that the standby pump must be checked every two months to verify it is fully operational.   If this check is not performed, the likelihood of a multiple failures increases.

Lastly, if the failure of the protective device can be caused by the failure finding task itself, there is another approach to be used, which is beyond the scope of this article.

Do you have a program in place to check your protective systems?  If not, are you aware of the risk that your organization is exposed to?   Take the time to determine your protective systems and establish your failure finding tasks.

Remember, to find success; you must first solve the problem, then achieve the implementation of the solution, and finally sustain winning results.

I’m James Kovacevic
Eruditio, LLC
Where Education Meets Application
Follow @EruditioLLC

References;

• RCM2 by John Moubray
• Fixed Time Maintenance
• On-Condition Maintenance

Ensuring The Inspections Will Catch the Defect Before A Functional Failure Occurs

Ever wonder how some organizations make their vibration or thermographic program work, and not only work but deliver huge results to their organization?  They use a systematic approach to establishing the correct frequencies of inspection.   Establishing the correct frequencies of maintenance activities is critical to the success of any maintenance program.   Too infrequently and the organization is subjected to failures, resulting in poor operational performance.  Too frequently, and the organization is subjected to excess planned downtime and an increased probability of maintenance induced failures.

This article will continue the discussion on establishing the correct frequency in a maintenance program.  There are three different approached to use, based on the type of maintenance being performed;

• Time-Based Maintenance
• On-Condition Maintenance
• Failure Finding Maintenance

This article will focus on On-Condition Maintenance.  While establishing the frequency for Fixed Time Maintenance activities is complex and is more of science, establishing the frequency for Condition Based Maintenance inspections (or On-Condition) is a mix of science and art.

Construct the P-F Curve & Establish the P-F Interval

The first step to determining the inspection frequency for on-condition tasks is to construct the P-F curve and P-F interval. Constructing a P-F curve requires recording the results of the inspection and plotting the result versus the elapsed time.  If enough measurements are taken, a fairly consistent curve can be developed for each failure mode. Making sure that the data is gathered carefully and consistently will aid in increasing the quality of the P-F curve.   Lets use an example from RCM2;

• The tread depth on a tire is directly related to the linear distance traveled.  Based on the data collected, it is safe to say that for every 3000 miles the tire wears 1mm.  So for a tire with 12mm tread when new, a potential failure point of 3 mm and a failure point of 2mm, the P-F interval is 3,000 miles.

Now this works quite well for linear P-F curves because it is predictable.  So how do you construct a P-F curve for a non-linear failure mode?  It is a bit more complex, and a bit more of art.  Let’s use another example;

• A bearing will operate with minimal vibration under normal operations.  As a defect materializes, the vibration will increase exponentially as the defect gets worse.   While the P-F Interval will be the time (or operating cycles) from the point the defect can be detected (potential failure point) to the point it becomes a functional failure, its rate of deterioration will increase dramatically towards the end of its life.  This can be quantified just as the tire in the above example, with the right data.

With P-F curve and P-F Interval (PFI) established, the frequency can be determined.

Select the Right Frequency for Inspection

Once the P-F Interval (PFI) is established, the inspection frequency can be determined.  Thankfully it is not as complicated as establishing Fixed Time Maintenance frequencies.  To determine the inspection frequency, the formula is either PFI/3 or PFI/5.

• Standard Inspection – the frequency of inspection for most equipment should be approximately 1/3 of the P-F interval (Formula = PFI/3).  For example, a failure mode with a P-F interval of 3000 miles should be inspected every 1000 miles.
• Critical Equipment Inspection – the frequency of inspection for critical equipment should be approximately 1/5 of the P-F Interval (Formuala = PFI/5).  For example, a failure mode on a critical piece of equipment with a P-F interval of 3000 miles should be inspected every 600 miles.

Now the above works well for linear P-F curves, so how do you establish the frequency for the non-linear curves?  You use the same approach as above for the initial inspection frequency.

However, once a potential failure is detected, additional readings should be taken at progressively shorter intervals until a point is reached that a repair action must be taken. For example; the initial inspection frequency is every four weeks.  Once a defect is detected, the next inspection will be at three weeks, then two weeks and then ever week.

This is only guidelines and should be adjusted based on the method used to track and trend data, the lead time of the repair parts (if not kept on site), and how quickly the data will be analyzed, and the repair work planned.  If your planning process is poor, the frequency should be more frequent, to allow for a high chance of detection sooner.

How much thought was put into your Condition Based Maintenance inspection frequencies?  Have you broken down each failure mode trended the data and established the frequency using a systematic approach?   As with the Fixed Time Maintenance activities, you may be over or under inspecting, costing your organization reliability or money.

Remember, to find success; you must first solve the problem, then achieve the implementation of the solution, and finally sustain winning results.
I’m James Kovacevic
Eruditio, LLC
Where Education Meets Application
Follow @EruditioLLC

References;

• RCM2 by John Moubray
• Establishing Fixed Time Maintenance Frequencies