FMEA โ Failure Mode and Effects Analysis
A complete interactive FMEA guide: RPN calculator, Severity/Occurrence/Detection ratings, a sample FMEA table, DFMEA vs PFMEA, the modern AIAG-VDA Action Priority (AP) method, Fault Tree Analysis (FTA), complementary tools (Fishbone, 5-Why, Pareto, 8D), and the key FMEA standards.
๐งฎ RPN Calculator
โ
RPN = S ร O ร D ยท Maximum = 1000 ยท Action threshold: RPN>100 (general) / >50 (safety)
โ ๏ธ RPN Limitations โ why AIAG-VDA 2019 dropped it
Problem 1: S=9รO=1รD=1 = RPN of just 9 โ but S=9 (life-threatening!) must always be addressed; a low RPN "hides" this.
Problem 2: S=2รO=5รD=5 = RPN 50 โ the same number can arise from many completely different combinations.
Problem 3: No clear breakpoints โ RPN 99 vs RPN 101 aren't really different, yet a "threshold of 100" treats them differently.
Problem 2: S=2รO=5รD=5 = RPN 50 โ the same number can arise from many completely different combinations.
Problem 3: No clear breakpoints โ RPN 99 vs RPN 101 aren't really different, yet a "threshold of 100" treats them differently.
The modern solution: AIAG/VDA Action Priority (AP) โ see dedicated tab. High S = mandatory action, regardless of O/D!
๐ Severity (S) โ impact severity
| S | Description | Example |
|---|---|---|
| 1 | No effect | Cosmetic change only |
| 2-3 | Slight โ customer notices occasionally | Slight noise, peeling label |
| 4-6 | Moderate โ performance degradation | Partial function loss, delay |
| 7-8 | High โ loss of function | Product failure, return |
| 9 | Critical โ safety without warning | Possible hazardous failure |
| 10 | Catastrophic | Certain hazardous failure |
โ ๏ธ S cannot be reduced by controls โ only a design change lowers S! S=9-10 = a design red flag that always demands attention.
๐ Occurrence (O) โ failure occurrence frequency
| O | Description | Approx. Cpk |
|---|---|---|
| 1 | Almost impossible | Cpk>1.67 |
| 2-3 | Rare โ well-controlled process | Cpk 1.33-1.67 |
| 4-6 | Occasional โ reasonable process | Cpk 1.0-1.33 |
| 7-8 | High โ unstable process | Cpk 0.67-1.0 |
| 9-10 | Almost certain | Cpk<0.67 |
Lowering O: process improvement, Poka-Yoke, design change. Based on real historical data/Cpk โ not subjective estimation!
๐ Detection (D) โ ability to detect before reaching the customer
| D | Description | Detection Method |
|---|---|---|
| 1 | Certain detection | Physical Poka-Yoke โ cannot assemble incorrectly |
| 2-3 | High detection | 100% automated inspection |
| 4-6 | Moderate detection | Statistical inspection (SPC), sampling |
| 7-8 | Low detection | Visual inspection, operator-dependent |
| 9-10 | Almost undetectable | No control, only found in the field |
โ ๏ธ Note the reversed direction! D=1 = excellent detection (good). D=10 = not detected (bad). Improving D is cheaper than improving O โ but preventing is better than detecting.
๐ Sample FMEA Table โ Shaft Bearing
| ID | Function | Failure Mode | Effect | S | Cause | O | Controls | D | RPN | Action |
|---|---|---|---|---|---|---|---|---|---|---|
| 1.1 | Shaft support | Bearing wear | Noise, vibration, shaft failure | 7 | High load/speed | 3 | Vibration check | 5 | 105 | โlubrication frequency |
| 1.2 | Shaft support | Cage failure | Shaft seizure | 9 | Sudden overload | 2 | Visual inspection | 7 | 126 | โC/P, โload |
| 1.3 | Shaft support | Corrosion | Dimensional growth | 5 | Moisture, lack of lubrication | 4 | Annual inspection | 4 | 80 | Grease upgrade |
| 1.4 | Sealing | Oil leak | Environmental hazard | 4 | Seal wear | 5 | Visual inspection | 3 | 60 | Routine monitoring |
๐ Full FMEA Form Structure โ all required fields
Identification: Item number ยท Function ยท Requirement
Failure: Potential failure mode ยท Effect on customer ยท Severity (S)
Cause: Root cause ยท Failure mechanism ยท Occurrence (O)
Current control: Prevention control ยท Detection control ยท Detection rating (D)
Calculation: RPN (or AP) ยท Priority ranking
Recommended action: Responsible person ยท Target date ยท Action taken ยท New S/O/D after action
Failure: Potential failure mode ยท Effect on customer ยท Severity (S)
Cause: Root cause ยท Failure mechanism ยท Occurrence (O)
Current control: Prevention control ยท Detection control ยท Detection rating (D)
Calculation: RPN (or AP) ยท Priority ranking
Recommended action: Responsible person ยท Target date ยท Action taken ยท New S/O/D after action
DFMEA โ Design FMEA
Examines the design โ before the part physically exists.
Asks: How can the design itself fail? Wrong material, incorrect tolerance, unexpected load, stress concentration.
Performed by: Design engineer, during development โ before production!
Output: Affects material selection, GD&T, geometry.
Asks: How can the design itself fail? Wrong material, incorrect tolerance, unexpected load, stress concentration.
Performed by: Design engineer, during development โ before production!
Output: Affects material selection, GD&T, geometry.
PFMEA โ Process FMEA
Examines the manufacturing process โ how the part is actually produced.
Asks: Where in the process (machining/assembly/inspection) could a failure occur? Worn tool, wrong machine setting, operator error.
Performed by: Process/manufacturing engineer, before series production starts.
Output: Affects the Control Plan, inspections, in-line Poka-Yoke.
Asks: Where in the process (machining/assembly/inspection) could a failure occur? Worn tool, wrong machine setting, operator error.
Performed by: Process/manufacturing engineer, before series production starts.
Output: Affects the Control Plan, inspections, in-line Poka-Yoke.
๐ The link between DFMEA and PFMEA
DFMEA precedes PFMEA chronologically. Critical characteristics identified in DFMEA (Key Characteristics) become mandatory control points in PFMEA. Both documents are living โ updated with every design/process change and field failure.
๐ AIAG/VDA 2019 โ Action Priority (AP)
The new standard (2019) replaces the raw RPN calculation with a decision table: High / Medium / Low โ based primarily on S, then O, then D.
| S | O | D | Action Priority |
|---|---|---|---|
| 9-10 | 4+ | any | High |
| 9-10 | 2-3 | 5+ | High |
| 9-10 | 2-3 | 1-4 | Medium |
| 7-8 | 4+ | any | High |
| 7-8 | 1-3 | any | Medium |
| 1-6 | 1-3 | 1-3 | Low |
โ ๏ธ The key difference: S=9 with low O still comes out High โ it doesn't "hide" behind a low RPN number like in the old method! This is the main reason for the switch.
High โ action mandatory
A documented corrective action is required. If no action is taken, a written, reasoned justification is required.
Medium โ action recommended
Action recommended at the team's discretion. Documenting the decision (act/don't act) is still required.
Low โ no obligation
Can be left as-is, but continue monitoring. Doesn't mean "safe" โ only that relative priority is low.
๐ณ FTA โ Fault Tree Analysis
โธ FTA method: from the top failure โ down to basic causes (Top-Down)
โธ FMEA method: from a component โ up to system effect (Bottom-Up)
โธ Gates: AND = both ยท OR = either
โธ P(AND) = Pโ ร Pโ (independent)
โธ P(OR) = 1-(1-Pโ)(1-Pโ)
โธ MIL-STD-1629A: military/defense FMEA standard
โธ IEC 60812: civilian FMEA standard
โธ AIAG/VDA FMEA: automotive, 2019+
โธ FMEA method: from a component โ up to system effect (Bottom-Up)
โธ Gates: AND = both ยท OR = either
โธ P(AND) = Pโ ร Pโ (independent)
โธ P(OR) = 1-(1-Pโ)(1-Pโ)
โธ MIL-STD-1629A: military/defense FMEA standard
โธ IEC 60812: civilian FMEA standard
โธ AIAG/VDA FMEA: automotive, 2019+
โ
Criticality Levels (MIL-STD-1629)
| Category | Description | Min SF |
|---|---|---|
| I โ Catastrophic | Death/severe injury/system loss | 4-10 |
| II โ Critical | Injury, major mission damage | 3-6 |
| III โ Marginal | Minor injury, delay | 2-3 |
| IV โ Minor | Inconvenience only | 1.5-2 |
๐ณ Sample Fault Tree โ oil supply failure
Top Event: Oil supply failed
โโ OR โโฌโ Pump failed
โโ AND โโฌโ Motor failed
โโ Backup not activated
โโ Filter clogged
โโ Pipeline cracked
โโ OR โโฌโ Pump failed
โโ AND โโฌโ Motor failed
โโ Backup not activated
โโ Filter clogged
โโ Pipeline cracked
OR gate = any single branch is enough to cause the overall failure. AND gate = both branches must occur together โ true redundancy!
๐ Fishbone / Ishikawa
Maps root causes across the 6M's: Man, Machine, Method, Material, Measurement, Environment. Systematic โ doesn't get stuck on the first suspect.
โ 5-Why
Ask "why" until you reach the true root cause โ usually 5 times. Trap: "operator error" is almost never the root โ why did the system allow it?
๐ Pareto Analysis
80% of problems come from 20% of causes. Focuses where to invest โ by cost, not just count!
8๏ธโฃ 8D Problem Solving
D1 TeamโD2 DescriptionโD3 Containment (24h!)โD4 Verified root causeโD5 Corrective actionโD6 ImplementationโD7 Systemic preventionโD8 Recognition.
๐ When to use which tool?
| Situation | Recommended Tool |
|---|---|
| New product/process design (preventive) | DFMEA / PFMEA |
| Recurring fault, cause unclear | 5-Why โ Fishbone |
| Many defect types, unsure what to tackle first | Pareto Analysis |
| Formal customer complaint (automotive/aerospace) | Full 8D |
| Severe safety failure, multiple failure paths | FTA |
| Standard | Domain | Notes |
|---|---|---|
| MIL-STD-1629A | Military/aerospace | The historical standard โ Criticality Analysis (I-IV) |
| IEC 60812 | General civilian | The official international FMEA standard |
| AIAG/VDA FMEA (2019) | Automotive | Replaces RPN with Action Priority. Mandatory under IATF 16949 |
| ARP5580 | Aerospace (SAE) | Based on MIL-STD-1629A, updated |
| AS9100 | Aerospace โ QMS | Requires FMEA as part of risk management |
Choose the standard per customer/industry requirement โ most automotive today has moved to AIAG/VDA 2019, while aerospace still moves between MIL-STD-1629A and ARP5580.