Two Numbers That Describe a Line’s Reliability
When a production line underperforms, the first argument is usually about why. Maintenance says the equipment is old. Production says repairs take too long. Both may be right, and without numbers the argument never ends. MTBF and MTTR are the two measures that separate the questions. One tells you how often equipment fails. The other tells you how long it takes to get it back.
This guide explains what each measure means, how to calculate them, how they combine into availability and how to decide which one to work on.
What MTBF Means
MTBF stands for mean time between failures. It is the average length of time a repairable piece of equipment runs before it fails. A higher figure means failures are less frequent.
The calculation is total operating time divided by the number of failures in that period. Operating time is the time the equipment was actually running, not the time it was scheduled to run.
A related term, MTTF or mean time to failure, is used for items that are replaced and not repaired, such as a bearing or a lamp. For a production machine that is repaired and returned to service, MTBF is the right measure.
What MTTR Means
MTTR stands for mean time to repair. It is the average time taken to restore equipment after a failure, measured from the moment it stops to the moment it is producing again.
The calculation is total downtime from failures divided by the number of failures.
Be aware that the letter R is used in different ways. Some organisations mean repair, some recovery and some respond, and the clock starts and stops at different points in each. What matters is that your site chooses one definition and keeps to it. The most useful for production is the full stop to start time, because that is what the plant actually loses.
A Worked Example
A packaging line was scheduled to run for 400 hours in a month. It had 8 failures, which together caused 20 hours of downtime.
Operating time is 400 hours less 20 hours, which is 380 hours.
MTBF is 380 hours divided by 8 failures, which is 47.5 hours. On average the line runs for about two days of continuous production between failures.
MTTR is 20 hours divided by 8 failures, which is 2.5 hours. On average each failure costs two and a half hours.
How They Combine Into Availability
Availability is the proportion of scheduled time that equipment is able to run. It can be calculated directly from the two measures: MTBF divided by the sum of MTBF and MTTR.
For the example, that is 47.5 divided by 50, which is 95 per cent. The same answer comes from 380 operating hours out of 400 scheduled.
The formula shows something important. There are two ways to raise availability, and they are quite different jobs. If this plant halved its MTTR to 1.25 hours with the same number of failures, downtime would fall to 10 hours and availability would rise to 97.5 per cent. If it instead halved the number of failures to 4, with repairs still taking 2.5 hours each, downtime would also fall to 10 hours and availability would again be 97.5 per cent. The result is the same. The work required to get there is not.
What Drives MTBF
Time between failures is mostly determined before the failure happens.
Maintenance. Whether wear is found and corrected before it causes a stop.
Operating conditions. Running within design speed and load, correct setup, clean and lubricated equipment.
Design and installation. Components suited to the environment, particularly in washdown areas, and protection correctly set.
Quality of repairs. A repair that fixes the symptom and not the cause guarantees the next failure.
Parts. Correct, genuine or properly made replacements in place of near enough substitutes.
Improving MTBF is slow. It takes months of consistent maintenance and root cause work before the figure moves, and it is where the largest long term gains are.
What Is Hidden Inside MTTR
Repair time is rarely one thing. Break an average stoppage into stages and the picture changes.
Detection. How long before someone realises there is a failure and not a pause.
Response. How long until a person who can fix it reaches the machine. Out of hours this can be the largest part.
Diagnosis. How long to find the fault. This depends heavily on drawings, software access and familiarity with the machine.
Parts. How long to get the replacement, from the shelf or from a supplier.
Repair. The hands on work, which is often the shortest stage.
Restart. Testing, cleaning where product was exposed and bringing the line back to rate.
In many plants the actual repair is a small part of the total, and most of the time is spent waiting, searching and working out what is wrong. That is good news, because those stages can be shortened quickly and cheaply: current drawings at the machine, software backups, labelled panels, critical spares held on site and a response arrangement that puts the right person there fast.
Which One Should You Work On
Look at the pattern behind the averages.
Few failures, long repairs. High MTBF and high MTTR. The equipment is fundamentally sound and the plant is poorly prepared when it does fail. Work on response, diagnosis and spares.
Many failures, short repairs. Low MTBF and low MTTR. The team has become very good at fixing the same things. Work on root causes and maintenance, because the skill being shown in repair is being wasted on problems that should not recur.
Many failures, long repairs. Both are poor. Start with MTTR for quick relief, then turn to MTBF.
As a rule, MTTR improvements arrive in weeks and MTBF improvements in months. Most plants benefit from starting with the first while planning the second.
Five Traps in the Numbers
What counts as a failure. If a thirty second stop is a failure, MTBF will look terrible and MTTR excellent. Set a threshold and treat short stops separately.
Averages hide extremes. Seven failures of twenty minutes and one of seventeen hours give a similar MTTR to eight failures of two and a half hours. They are different plants. Look at the spread.
Mixing planned and unplanned stops. Changeovers and cleaning are not failures.
Too little data. A machine that failed twice in a month has no meaningful average. Use longer periods for reliable equipment.
Comparing unlike lines. A high speed filler and a palletiser should not share a target. Compare each asset with its own history.
Starting to Measure
You need three things for each failure: when the machine stopped, when it restarted and what failed. A shift log will do to begin with. Calculate both measures monthly for each main line, plot them and look at the direction. The trend matters more than the absolute value. If you can also record when the tradesperson arrived and when the fault was identified, you can split MTTR into its stages, which shows exactly where the time is going.
Where BevTech Fits
BevTech is a family owned engineering business in Richlands, Brisbane, with more than 25 years in beverage and FMCG manufacturing. We work on both sides of the availability equation. For MTTR, we provide 24/7 breakdown support and shift coverage, fast and methodical fault diagnosis on Allen Bradley and Siemens systems, as-built drawings and a machine shop that can make a part the same day instead of waiting on a supplier. For MTBF, we carry out electrical condition audits, planned maintenance and shutdown work, and engineering fixes for the faults that keep recurring.
If your numbers show where the time is going and you want help getting it back, use the contact form at bevtech.com.au/contact.


