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RELIABILITY · MAINTENANCE

What Is MTTR?

MTTR, usually short for mean time to repair, is the average time it takes to get a failed system working again, from the moment it fails until it is back in service. It is total repair downtime divided by the number of repairs. Together with MTBF it sets availability: the share of time a system is actually running.

01

What MTTR measures

MTTR is the mean time to repair: the average time a repairable system is out of service after a failure, measured from the moment it stops doing its job to the moment it is doing it again. It is a measure of maintainability, meaning how quickly a failure can be put right, not of how often failures happen.

The letters are used in more than one way. The IEC dependability vocabulary, IEC 60050-192, uses mean time to restoration, and IT teams often say mean time to recovery, respond or resolve. The idea is the same in each case, but the start and stop points differ, so two MTTR figures can only be compared if they are measured the same way.

For a computer on a production line, a vehicle or a trackside cabinet, the time that counts is usually the whole outage. That includes noticing the fault, getting someone to site, finding a replacement, restoring the software and configuration, and proving the system works, not just the minutes spent with a screwdriver.

02

How to calculate MTTR

Add up the downtime caused by failures over a period and divide it by the number of repairs. If a line PC failed three times in a year and was out for 2 hours, 6 hours and 1 hour, its MTTR was 9 ÷ 3 = 3 hours.

The figure is only as honest as the clock behind it. A record that starts when the engineer arrives will look far better than one that starts when the line stopped. A complete MTTR usually includes:

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    Detection. The time before anyone, or any monitoring system, notices the failure.
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    Response. Travel to site and access to the equipment, which can dominate on remote or vehicle-mounted systems.
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    Diagnosis. Working out what failed and whether to repair or replace.
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    Logistics. Waiting for a spare or a returned repair, often the longest delay of all.
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    Repair and restore. Swapping hardware, restoring the operating system image, licenses and configuration.
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    Verification. Testing the system and handing it back to operation.
03

MTTR vs MTBF

The two metrics look at opposite halves of a system’s life. MTBF, mean time between failures, is the average running time from one failure to the next, and a higher figure is better. MTTR is the average time spent down after each failure, and a lower figure is better. MTTF, mean time to failure, is the MTBF equivalent for items that are replaced rather than repaired, such as a fan or a fuse.

They are also usually produced differently. Supplier MTBF figures are typically predictions calculated from component data using methods such as MIL-HDBK-217F or Telcordia SR-332, as our guide to what MTBF means for industrial computers explains. MTTR is mostly a property of the site: the same computer can have an MTTR of 30 minutes in a plant with spares on the shelf and two weeks at a remote site that waits for a return.

Where no site records exist yet, maintainability can be estimated at the design stage. MIL-HDBK-472 sets out procedures that add up the task times for fault isolation, removal, replacement and checkout. For a computer that is swapped as a whole, that estimate is usually dominated by logistics and software restore, not by hands-on time.

04

MTBF, MTTR and availability

Availability combines the two. For a repairable system, inherent availability is A = MTBF ÷ (MTBF + MTTR), one of the expressions set out in IEC 61703. The table holds MTBF at 50,000 hours and changes only the repair time.

MTTR Availability Expected downtime per system per year Typical situation
1 hour 99.998% About 11 minutes Spare on site, image ready, swap by local staff
4 hours 99.992% About 42 minutes Spare held locally, engineer on call
24 hours 99.952% About 4.2 hours Next-day replacement
72 hours 99.856% About 12.6 hours Spare shipped and configured on arrival
2 weeks 99.33% About 58 hours System returned for repair with no spare

The figures assume a constant failure rate, so they are averages across a fleet, not a promise for one machine. The point they make holds anyway: with a sound MTBF, repair time decides how much downtime you see. Cutting MTTR from two weeks to a few hours is usually cheaper than buying a system with a higher MTBF.

05

How to reduce MTTR for industrial computers

Most of the gain comes from decisions made before anything fails.

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    Hold identical spares. A long-lifecycle model, the kind our guide to what makes a computer industrial grade describes, means the spare on the shelf still matches the installed system years later.
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    Keep a recovery image. A tested image of the operating system, applications and settings turns a rebuild into a restore.
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    Make the swap quick. DIN rail PCs clip on and off the rail, and front-access or hot-swappable drive bays avoid opening the chassis.
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    Recover automatically. A watchdog timer restarts a system that has hung, so a software stall does not wait for a visit.
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    Monitor remotely. Temperature, drive health and heartbeat alarms shorten detection, which matters most on unattended and remote sites.
FAQ · 01
Can predictive maintenance reduce MTTR?
Yes, indirectly. Spotting a failing drive or fan early turns an unplanned outage into a planned swap, with the spare and the engineer ready, which removes the detection and logistics delays.
Read the full FAQ —
06

Quick answers on MTTR

MTTR: common questions

What does MTTR stand for?

Usually mean time to repair. It is also expanded as mean time to restoration, recovery, respond or resolve, so check which one a figure uses.

What is a good MTTR?

One that meets your availability target. There is no universal benchmark; work back from the downtime the process can tolerate.

Is MTTR the same as MTBF?

No. MTBF is the average uptime between failures; MTTR is the average downtime per failure.

MTTR vs MTTF: what is the difference?

MTTR is repair time; MTTF is life to first failure. MTTF applies to items that are replaced rather than repaired.

Does a higher MTBF reduce MTTR?

No. It reduces how often repairs happen, not how long each one takes.

As standard, we build each system to a documented configuration and image, so an identical replacement can be prepared and swapped in with as little downtime as possible.