Why this report still matters

In the late 1960s, civil aviation had a cost problem. The widebodies were coming - far more systems, far more components - and under the reigning doctrine ("everything has a safe life; overhaul it before that life is up") their maintenance programs would have been ruinously expensive. So the airlines and the FAA formed Maintenance Steering Groups to build the new programs from decision logic instead of habit: MSG-1 produced the Boeing 747's program in 1968, and MSG-2 generalized the approach to other types in 1970.

What the steering groups found in their own overhaul records was the real story: for most items, fixed-interval overhaul had no measurable effect on safety or reliability. When the Department of Defense wanted the definitive account of this new discipline, it went to two United Airlines engineers who had lived it. F. Stanley Nowlan and Howard F. Heap delivered in 1978 - and gave the discipline its name: Reliability-Centered Maintenance.

Core idea

Scheduled maintenance can only prevent failures whose probability actually rises with age. The airline data showed most failure modes do not behave that way - so most fixed-time overhauls buy nothing, and intrusive ones buy less than nothing.

The bombshell: age is a poor predictor

The report's most famous evidence is its age-reliability analysis of aircraft components: plot the conditional probability of failure against operating age, and six distinct patterns emerge.

The numbers were brutal for the overhaul-everything doctrine. Only about 11% of failure modes (patterns A to C) show a wear-out zone where a fixed age limit can help. Around 89% (patterns D to F) show no wear-out zone at all - there is no age at which replacement makes them more reliable. And the largest single group, 68%, follows pattern F: high infant mortality followed by a constant failure rate. We keep the six-patterns chart on one page only - see the figure in our RCM II summary, where Moubray popularized it for industry.

Sit with what pattern F means for a plant. Every "precautionary" teardown restarts the riskiest part of a component's life. The conveyor gearbox you rebuild every two years "to be safe" comes back with fresh seals that can leak, bearings that can be damaged on installation, and contamination that was not there before. The 1978 data said it plainly: intrusive overhauls can increase failures. If your PM program is a wall of time-based rebuilds, you may be paying money to make reliability worse.

Field tip

Put every time-based rebuild on your plant on trial: which failure mode does it prevent, and where is the evidence of a wear-out zone? Crusher liners and slurry pump impellers will pass - genuine, measurable wear. Most gearbox, compressor and valve rebuilds will not. Move that money to detection.

What replaced overhauls

Nowlan & Heap did not just demolish the old doctrine - they specified what to do instead, and their task menu is still the backbone of every modern maintenance strategy.

  • On-condition tasks. Inspect for evidence of a potential failure and act on condition, not on the calendar. This is the seed of everything we now call condition monitoring, and of the P-F interval thinking that schedules it (see our P-F & D-I-P-F summary). Vibration routes on your compressors and oil analysis on your gearboxes are 1978 logic wearing 2026 sensors.
  • Hard-time tasks, only where earned. Fixed-interval restoration or discard is reserved for items with a demonstrated wear-out zone - patterns A to C, proven with data, not assumed.
  • Failure-finding tasks. Hidden functions - the standby pump, the trip, the relief valve - fail silently and only reveal themselves when needed. The answer is periodic functional tests to find those failures before the demand does.
  • Applicability and effectiveness logic. Every task must pass two gates: it must be technically capable of addressing the failure mode (applicable), and worth doing given the consequences (effective). The decision diagram that walks each failure mode through these gates is the machinery that RCM II later industrialized.

The safety logic is just as important: safety consequences are separated from economic ones. Economic failures get a cost test. Safety-critical failures do not - if no effective task exists for one, the answer is not a bigger PM but a redesign. That single rule, written for aircraft, transfers to your plant's protective systems without changing a word.

The legacy chain: one report, five decades

Almost everything your site calls "maintenance strategy" today descends from this document, through a chain you can date precisely.

1960 2026 1968 MSG-1 Boeing 747 program 1970 MSG-2 logic generalized 1978 Nowlan & Heap RCM defined · AD-A066579 1980 MSG-3 still builds airliner programs 1991 / 1997 RCM II (Moubray) RCM goes industrial 1999 SAE JA1011 what counts as RCM 2009 IEC 60300-3-11 application guide 2020s AI-assisted RCM RCM at CMMS scale One report, five decades of descendants. MSG-3, RCM II, SAE JA1011 and IEC 60300-3-11 all trace their decision logic back to this 1978 document. timeline positions are schematic - spacing not to scale
Fig. 1 - The RCM family tree, drawn by Rob Reliability. From the airline Maintenance Steering Groups through the 1978 report to today's standards and AI-assisted analysis: the decision logic barely changed, the speed of running it did.

Two branches are worth naming. MSG-3 (1980, maintained today by Airlines for America) is how the scheduled maintenance program of every current airliner is still developed - when you board a plane, you are trusting a direct descendant of this report. On the industrial side, Moubray's RCM II carried the method into mining, process and manufacturing plants, SAE JA1011 fixed the criteria for what may legitimately be called RCM, and IEC 60300-3-11 turned it into an international application guide (see our IEC 60300-3-11 summary).

Using it in 2026

Read it for the reasoning and the data honesty - two engineers following their own overhaul records wherever they led, doctrine be damned. But be clear about what it is: the report predates CMMS, IIoT sensors and modern analytics. It is a foundation, not a 2026 playbook. Here is what its findings killed, what they kept, and how we run the same logic today.

PracticeVerdict from the 1978 findingsWhat we do today
Fixed-interval overhaul of complex itemsKilled. Rarely improves reliability; pattern F means it can make things worse.Rebuild on evidence of condition, not on the calendar - and audit the PM list yearly for zombie overhauls.
"Everything wears out" assumptionKilled. Only ~11% of failure modes showed a wear-out zone.Fit real failure behaviour from CMMS history (Weibull) before granting any task an age limit.
Hard-time tasks for true wear-outKept - where the data proves an age-reliability relationship.Crusher liners, screen media, slurry pump impellers: measured wear rates set the interval.
Inspecting for potential failuresKept and promoted: on-condition became the default proactive task.Vibration, oil analysis, thermography, online sensors - scheduled by P-F logic (our P-F summary).
Ignoring hidden functionsKilled. Protective devices need scheduled failure-finding tests.Trip, interlock and relief valve test programs with defined intervals.
Hoping a task fixes a safety riskKilled. No effective task for a safety-critical failure means redesign.Engineering change, not a longer PM - same rule, still non-negotiable.

Bottom line

Download the free PDF and read chapters 1-2 this week. Then apply the standard it sets: every task in your PM program must be able to name the failure mode it manages and show the evidence that it works. That test was radical in 1978. It is still the fastest way to find money hiding in a maintenance budget.

References & further reading

This summary is original explanatory writing. All concepts belong to their authors - go to the sources.

  1. Nowlan, F.S. & Heap, H.F. Reliability-Centered Maintenance. United Airlines / U.S. Department of Defense, 1978. Report AD-A066579. DTIC record (free PDF)
  2. Moubray, J. Reliability-centred Maintenance (RCM II), 2nd edition. Butterworth-Heinemann, 1997. Our summary · Publisher page (Elsevier)
  3. SAE International. JA1011 - Evaluation Criteria for Reliability-Centered Maintenance (RCM) Processes. SAE standard page
  4. IEC. IEC 60300-3-11 - Dependability management: Application guide - Reliability centred maintenance. Our summary · IEC webstore
  5. Airlines for America (A4A). MSG-3: Operator/Manufacturer Scheduled Maintenance Development - the living aviation descendant of the 1978 report. A4A publications

Disclaimer. This page is an independent educational summary written entirely in Rob Reliability's own words. It is not affiliated with, sponsored by or endorsed by United Airlines, the U.S. Department of Defense, or the estates of F. Stanley Nowlan and Howard F. Heap. The original 1978 report is publicly available through DTIC; no text from it is reproduced here, and all diagrams are our own original illustrations of engineering concepts that are part of the public technical literature. Titles, trade names and trademarks remain the property of their respective owners and are used solely to identify the work being discussed. If you are a rights holder and have any concern about this page, contact us at hello@robreliability.com and we will address it promptly.

Done for you

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The 1978 logic, run at 2026 speed on your CMMS history: PM kill-list, right intervals, defensible decisions.

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