机器人关节齿轮用什么自润滑尼龙?摩擦系数与百万转磨损量怎么验

应用领域 发布时间: 2026-09-14 3010 阅读

Last month, a client who makes collaborative robot joint modules came over with a set of gears.

It's nylon; the tooth surface has already become fuzzy, and there are a few fine lines at the tooth root. He placed the part on the table and said, 'It ran less than 400,000 times, and the teeth are already fuzzy. Do you have anything more wear-resistant?'

I didn't respond immediately, but first asked him three questions: What material is the mating part of this gear? What's the approximate PV value of the gear surface? Is it currently lubricated with grease or running dry?

He was stunned for a moment and said he hadn't counted the first two items. They only knew that what they wanted was 'more wear-resistant material'.

The three words 'more wear-resistant' cannot be bought. You can either buy a lower friction coefficient or a lower wear rate—these are not the same thing, and in many cases, they even conflict with each other.

There is one more thing that needs to be corrected first: the end of the lifespan of a joint gear is rarely 'worn down to break'; it is usually 'the clearance becomes so large that engagement starts to misalign.' If it breaks, it means it has been misaligned for a long time before that.

This article talks about three things: what constrains the material of robot joint gears, how the criteria for the self-lubricating nylon route are determined, and how the two numbers 'coefficient of friction' and 'wear amount per million revolutions' are tested.

1. The accounts of the joint gears must be calculated up to a million turns.

First, convert 'million turns' into a perceptible quantity.

A single joint of a collaborative robot moves back and forth five thousand times a day. Calculating with three hundred days a year, that's one and a half million times. Doing this for two years amounts to an order of three million times. This is not laboratory accelerated lifespan; it is the daily routine on the production line.

The biggest difference between bevel gears and car gears also lies in this aspect.

The load on car gears is pulsating—high peaks, few occurrences; joint gears are exactly the opposite: the load is not high, but the occurrences are extremely frequent, and they are hidden in a grease-lubricated sealed cavity, with temperatures that are not low.

This brings three consequences.

The tooth surface is constantly being worn down. Each time only an extremely thin layer is worn away, but accumulated over time it is enough to wear down the tooth profile.

The metal shavings can't get out. They stay circulating in the cavity, turning into abrasive particles, which in turn accelerate wear—this is a positive feedback loop.

Lubricating grease will age and dissipate. Therefore, the material's inherent self-lubricating property must hold up; you cannot base its lifespan on the assumption that 'the grease will always be there.'

Another easy-to-overlook point: the counterpart of the joint gear is usually steel. So this is a 'plastic running on steel' friction pair, which is completely different from plastic-on-plastic.

The self-lubrication of nylon relies on the formation of a transfer film on the steel surface during friction, which then becomes 'nylon on nylon.' Whether the film is stable determines whether the component is durable. And whether the film is stable is directly related to the moisture absorption condition — this is also the reason why precision joint components need to control humidity and undergo moisture adjustment.

2. Six variables: ask clearly first, then discuss the grade

When selecting a gear for joints, the starting point is not to open the brand table, but to clarify six variables. Missing one, everything afterward is just guessing.

Temperature. In the joint module, the motor is nearby and the reducer is farther away. The actual temperature of the gears is commonly 40–80°C, and it can be higher under continuous high load or insufficient heat dissipation design. What needs to be monitored is the long-term temperature, not the peak.

Load and speed. These two cannot be reported separately; they must be combined into a PV value (contact pressure × linear velocity). If the PV limit is exceeded, the frictional heat cannot dissipate, and the temperature rise will immediately spiral out of control—this is the most common pitfall for gear joints.

Medium. Grease lubrication or dry running. The compatibility of the base oil of the grease with the material must be confirmed separately, as some greases can make the surface sticky, precipitate, or even affect the size of the gear surface.

Service life. The number of cycles is measured in millions. The criterion is not "when it breaks," but "how much tooth thickness has worn and how much clearance has increased by the end of its service life."

Appearance and burrs. Clean environments (such as medical and food-related settings) have additional requirements for burr amounts, which directly rules out certain lubrication systems.

Compliance. In scenarios involving precipitation and volatilization, one should refer back to the corresponding standard context and not create safety conclusions on their own.

Among the six variables, temperature and PV are hard thresholds, and the remaining four determine whether the plan can be finalized.

3. The division of three self-lubricating routes

Place the mainstream routes side by side, and pay attention to the 'cost' column, not the 'advantages' column.

RoutecomposeGive whatCost
PA66-GF15 Solid LubricationMedium-low fiberglass MoS₂ / PTFE / SiliconeRigidity, creep resistance, controllable costGlass fiber abrasion on paired steel parts; weld line strength decreases
PA66 Toughened PTFEElastomer Low-friction systemImpact-resistant, low noiseLow rigidity, limited thick-tooth load capacity
PA12 Short FiberLong carbon chain, small amount of fiberLow water absorption, small dimensional drift, good toughnessHigh cost, low maximum temperature resistance

There is no 'which is better' among the three routes, only 'which item's which account is tighter'.

The fiberglass industry deserves separate mention. Fiberglass increases rigidity and creep resistance, indirectly helping wear resistance—but it itself can wear down the mating parts. The hardness and sharp edges of glass fibers act like tiny files during wear; in many cases of 'gears wearing down shafts,' the root cause is not that the nylon is worn out, but that the steel shaft has been damaged by the fiberglass.

The PTFE line also comes with a cost. It lowers the coefficient of friction, but once the friction coefficient goes down, the contact surfaces fit more tightly, and the actual contact stress actually goes up. We've witnessed more than once scenes where the counterpart gets scratched earlier after switching to PTFE.

The reason for the PA12 line is size. Its water absorption is one order of magnitude lower, so when applied to gears, 'the clearance during assembly and the clearance after half a year of operation are the same.' The trade-off is temperature resistance—it is not suitable for long-term high-temperature conditions.

In a word: when choosing a route, first ask whether the paired component can withstand it, then ask whether this component can handle the temperature.

4. A criterion table: friction coefficient and wear amount are viewed in two rounds

Turn the above constraints into verifiable indicators. The thresholds in the table are directional suggestions, not acceptance criteria—the actual values need to be determined by specific projects, specific working conditions, and actual measurements.

IndicatorDirectional thresholdVerification Method / StandardCommon FailuresCommon solutionCorresponding auxiliary agent system
Coefficient of friction (against steel, grease-lubricated)Around 0.15, testing conditions must be specifiedASTM D1894 / SRV Reciprocating TestTorque loss, local temperature riseSolid lubrication system Mating parts fitLubricant (internal and external lubrication balance)
Wear rate (mass/volume loss)After the break-in period, the curve levels offASTM D3702 / Bench Scale Weighing MethodTooth surface fuzzing, tooth thickness reductionSolid lubrication Surface densificationLubricant Wear-resistant filler
PV capOften in the range of 1–3 MPa·m/s, must be corrected according to the measured temperatureStepwise loading on the test rig, infrared temperature measurementUncontrolled temperature rise, softened occlusionReduce PV or change structural designStructure determines, does not rely on additives
Difference in dimensions between dry and wet statesAddendum modification difference ≤0.05%Measured before and after humidity adjustment / ISO 294Tooth clearance drift, increased hysteresisChoose low water-absorption substrate Forced humidity adjustmentIntrinsic properties of the material, without relying on additives
Long-term thermal-oxygen retention rateAfter 80℃ × 1000h ≥75%ISO 527Tooth surface whitening and brittlenessStabilization systemAntioxidant (hindered phenol, phosphite)
Mating part wearThe surface of the steel part has no furrowsSurface inspection of matched parts after running-inPlastic parts are still good, steel parts are wasted first.Reduce the glass fiber content or change the surface treatment of the mating partCoupling agent (interface) Lubricant for friction reduction
Weld line strengthSet the threshold according to the root strength of the teethShort-shot sampling StretchingBrittle fracture at the tooth rootAdjust gate location ToughenExcess lubricant will lower this item

How to use this table: Do not score row by row. First look at rows 1 and 2, then look at row 3. If these three rows do not pass, there is no need to discuss the others—because the failure of the joint gears is in series, if the clearance cannot be maintained, the data on fatigue and wear become meaningless.

A reminder: Regarding the 'friction coefficient' listed in the table, if the test conditions are not clearly stated, it is equivalent to not having tested it at all. If any of the four factors—counterpart material, load, speed, and lubrication condition—is missing, the numbers cannot be compared. Even for the same material, changing the counterpart can cause the value to differ by an entire level.

One-page report sheet (for people who need to report upwards)

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Project: XX Joint Gear · Self-lubricating Nylon Route Evaluation

Conclusion direction: Can be considered as a candidate route, whether it can be implemented depends on three prerequisites

1. Three Rules That Must Be Followed

1. Complete the PV calculation first; for plans that exceed limits, do not change the design or move materials.

2. Do not enter the test bench before lipid compatibility is confirmed

3. The size report is given in the conditioned state, with the dry state recorded only for process documentation.

2. Precondition (It is recommended to postpone if any are not met)

· The long-term operating temperature does not exceed the continuous use range of the selected system

· A test bench budget and cycle at the million-level turnover scale

· Assembly coaxiality is controllable (eccentric load will accelerate gear surface aging)

3. Next Steps

1. Take the actual paired component and calibrate the friction pair

2. Do a rough calculation of PV and determine the load level

3. Retest the size and appearance after soaking in fat for two weeks

Risk reminder: The main uncertainty of this route lies in the long-term wear rate, not in the initial strength.

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5. Four Common Contradictions

Mistake One: Mistaking a low friction coefficient for wear resistance.

These are two different things. One may be very smooth, but wear down quickly; it may also have a high coefficient of friction, yet be quite durable. Wear rate is the core of 'wear resistance,' while the coefficient of friction determines heat generation and torque loss.

Incorrect thinking number two: believing that adding more lubricant makes it safer.

On the contrary—excess leads to failure. If too much external lubricant is applied, it will move to the surface, causing frosting and whitening; the welding strength will also decrease. The purpose of a lubricant is to enable smooth flow of the melt and easy demolding, not 'the more slippery, the better'.

Counterargument three: Using room temperature data to infer high-temperature performance.

The wear resistance of nylon is extremely sensitive to temperature. The same part may work at 20℃, but might fail at 80℃. The PV limit will significantly decrease with ambient temperature, and using a room temperature curve to predict high-temperature conditions will definitely lead to incorrect conclusions.

Judgment 4: Only count how much you have worn down yourself, not how much has been worn down on the mating part.

This is the most expensive lesson for gear joints. Choosing the path of wear resistance requires calculating two sets of numbers at the same time: how much you wear down, and how much of the other party's parts are worn down. Glass fiber and carbon fiber reinforced systems are particularly prone to overlooking this item.

Here’s another common misjudgment: gears from the same batch, with varying shades of yellow.

This is usually not 'unstable material', but rather uneven dispersion of the antioxidant during the mixing stage. When this happens, first go back and check the mixing and masterbatching processes, and don't rush to change the material.

6. From Drying to Tooth Shape: A Few Things to Watch When Using the Machine

Drying. Nylon must be baked. If the moisture content exceeds the standard, it will hydrolyze and degrade during melting, and the root strength of the teeth will drop directly. The drying window should be determined based on the measured moisture content; the grade recommended value can only be taken as a starting point — workshop humidity, packaging moisture, and the addition of recycled materials can all reintroduce moisture.

Weld lines and gates. When weld lines fall on the load-bearing tooth surface, it is equivalent to pre-embedding a starting point for fracture. The gate location should be discussed together during the material selection stage, because the placement of gates for gears is often limited and it is difficult to avoid unfavorable positions.

Mold temperature and surface quality. The smoother and denser the surface, the smoother the initial running-in. Insufficient mold temperature can cause surface roughness, and wear during the running-in phase will be noticeably higher.

Humidity control. Precision joint parts need to have their condition controlled. The dimensions given to the customer should be the set measured after humidity adjustment.

Verification order. It is recommended to arrange it like this:

1. Material level: friction coefficient, wear rate, thermal-oxidative retention rate

2. Process window: Compare parts produced under different mold temperatures and different holding pressures

3. Part level: tooth profile, tooth thickness, clearance, measured after humidity adjustment

4. Test bench: Run according to the PV gear, re-measure the tooth profile midway

5. Environmental stacking: temperature cycling, humidity cycling, and finally assembling the whole machine

The order cannot be changed. If the previous item fails, we move on, and the data measured afterwards has no explanatory significance.

Proofing Record. A customer requested a 'million rotations,' and we prepared samples according to the tiers. But when we looked at the parts, we realized: they were reporting the number of reciprocations, not rotations. One joint moving back and forth once actually makes the gear rotate more than a full turn. Reporting the wrong order of magnitude messed up the verification tiers. Later, we included this in the proofing confirmation form: let the customer clarify what they mean by 'number of times' before deciding how many rotations to run.

7. For which joint should this route be stopped

This section might be more valuable than the previous six sections.

In the following five situations, it is not recommended to pursue the self-lubricating nylon path for joint gears:

First, the long-term working temperature exceeds the continuous use range of the selected system. This is not something that can be compensated for with the formulation—within the nylon family, low water absorption and high-temperature resistance have always been a trade-off, and changing the system only changes the type of compromise.

Secondly, it requires long-term accuracy better than ±0.02 mm. The dimensional changes caused by nylon moisture absorption cannot be suppressed by formulation.

Third, high PV and continuous heavy loading. Plastic's load-bearing and heat dissipation capacity is obvious, and failure modes in these conditions are biased toward strength and heat, making it hard for plastic to win.

Fourth, no bench validation budget and cycle. Validation of this part won't be finished in a single sample test; it must run to the million-times scale and be repeatedly tested midway. Without this budget, don't start this venture.

Fifth, annual usage is so small that molds can't be evenly spread. Special molds, tooth profile compensation, long-cycle validation—all three must be factored into costs. Annual usage is only a few hundred pieces, so it's not feasible financially.

Writing these five points upfront is not to discourage them, but to save time. I've seen more than one project where the sample phase went smoothly but eventually got stuck on batch validation, with the entire solution rollback—the cost of rollbacks is usually higher than not doing it at all.

Material Change Risk List (Switching from the original plan to self-lubricating nylon, items to be moved)

StepsWhat to MovePoints Prone to Leakage
MoldsHeavy core tooth profiles according to shrinkage rate of new material, mold modifications if necessaryChanges in glass fiber content cause anisotropy to change accordingly
DryingSet the window based on actual measured moisture content, not just copy recommended valuesReused material mixed in with added moisture
Material temperature / mold temperatureAdjust according to the combination of tooth profile, filling, and surface qualityOnly follow the recommended grade value, without checking the parts
holding pressure and demoldingPosition and strength of the welding line must be re-determinedGreater drop in strength of the fiberglass welding line
Humidity adjustmentForced humidity adjustment + weighing determination + re-measurement of dimensionsEstimated time based on average wall thickness, thickness teeth not fully absorbed
Color differenceColor palettes for non-sprayed parts must be confirmed in advanceSolid lubrication system color is relatively dark
Verification sequenceMaterial-level → Process window → Piece-level → Bench → Environment overlaySkipped the previous item and proceeded

Reader's three follow-up questions

Question: What's the difference from imported materials?

I'll only talk about two things you can compare: for the same measure, check if it marks the test conditions; For the same item, see if it provides long-term data. Wear resistance indicators are especially sensitive to conditions; if the numbers are unclear, it's best not to compare directly. Some parts have already matured toward domestic production, while others are still not recommended for replacement—when it comes to your joints, it depends on temperature, PV, and verification resources.

Question: Can you simply skip adding fiberglass?

You need to think clearly: what exactly are you getting in exchange for fiberglass? If you don't add it, rigidity, creep resistance, and PV limits will all decrease, but the cost is that the teeth may deform and gaps can't be held. If you do, you have to accept wear on the paired parts. This is not a question of "add or not," but whether the dual part is acceptable.

Question: Can POM support this part?

It depends on the working conditions. POM has stable dimensions, good self-lubrication, and low noise, but weak impact resistance and is not suitable for high loads. Low loads and high rotational speeds are mainstream; For areas with high impact loads, nylon with toughening is more durable. Areas lacking both need to be redesigned.

Conclusion

The self-lubricating route for joint gears is, ultimately, a system issue, not a material selection issue.

There are only three judgment chains:

Temperature determines the system→ PV can be done, → verification sequence determines success or failure.

Once you complete these three points, the question of "Is this material wear-resistant?" naturally have an answer.

If you have a joint gear to be preserved, send over three items and you can give directions: long-term operating temperature, counterpart material, cycle count, and PV estimation.

Before pouring the material into the machine, the gears are already mostly decided—it's not about how accurately the grade is chosen, but whether drying, mold temperature, and holding pressure are all replaced together.

You can discuss material selection and mold testing for these types of parts together.

What we do is very specific: mixing resins like PA6, PA66, PA46, PA11, PA12, PA6T, PA9T, and nylon alloys into a condition that can actually be used in machines when installed; We also produce modified PPO, PPS, and thermoplastic elastomers.

We also handle nylon resins, sub-brand materials, and bulk materials for major chemical giants, and we also regularly collect nylon raw materials, sprue recycling, and various nylon scraps, with proper disposal channels.

The additive system in the formula is tailored to the working conditions of each piece—regular additives are always in stock, special models are matched as needed; You specify the working conditions and grade, and the materials and additives are all prepared in one go

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