AGV 与 AMR 脚轮用什么耐磨尼龙?重载启停比速度更磨轮

应用领域 发布时间: 2026-09-15 1919 阅读

Last fall, a customer who makes heavy-duty AGVs sent over four worn-out caster wheels and asked us if we could make 'more wear-resistant' modified nylon.

The edge of the wheel is no longer round, worn into small flat sections, and when pushed by hand it goes 'clunk, clunk.' I still remember his exact words on the phone: 'The same batch of material, one car ran for three years without any issue, but this one wore like this in just six months.'

He was convinced that he had bought fake material. I went to the site and took a look around and found that the problem was not with the material—it was with the start-stop frequency of that car.

This is the most common misunderstanding I have encountered over the years in making mobile robot casters: everyone verbally says they want 'wear-resistant' wheels, but what truly determines the lifespan of a wheel often isn't wear resistance, it's a few other factors. This article will break down the topic of AGV caster materials from the beginning.

1. The wheels of the AGV break down when 'stopping', not when 'running'

The casters of AGVs and AMRs are not the same as ordinary industrial casters.

The typical working condition of ordinary caster wheels is 'passive rolling'—they are pushed to move, with a single direction of force. AGVs are actively driven and experience high-frequency start-stop cycles: starting requires overcoming the inertia of the entire vehicle, and braking has to push it back. The drive wheels undergo a 'acceleration-deceleration' cycle on every trip.

This difference leads to a result: wheel wear occurs mainly at the moments of starting and stopping, not during steady-speed driving.

At the moment of starting and stopping, there is a very brief low-speed slipping process between the wheel surface and the ground. At this time, the contact point temperature rises sharply, shear stress concentrates, and a layer of the wheel surface is 'rubbed' off. The higher the frequency, the faster it gets rubbed off. The car that wears out in just half a year is one that stops at particularly dense points—each trip passes through seven or eight stations, with thousands of start-stop cycles in a single day.

So when you see 'worn flat,' don't immediately doubt the material. First, calculate one number: how many times this vehicle starts and stops in a day, how much load each wheel carries, and what the ground material is.

In one sentence: The selection of AGV caster wheels, the first variable is start-stop frequency, the second variable is the floor, and only then does the material itself come into play.

2. Six-dimensional working condition: What is clamping the AGV caster wheel

Only by setting the constraints aside can you know which items to focus on.

Load. The single-wheel load capacity of a heavy-duty AGV can reach several hundred kilograms, and it is a dynamic load—the instantaneous force on a single wheel during braking is much higher than the static load. This dimension must take the peak value, not the average.

Speed and start-stop. The maximum speed is usually not high (on the order of 1–2 m/s), but the acceleration and frequency of start-stop vary greatly. This determines the thermal load and shear on the wheel surface.

Ground. Epoxy floors, terrazzo, cement, gratings, and even workshop oil-stained floors. The roughness of the ground directly determines the wear rate; changing the floor type with the same wheel can cause the lifespan to differ by several times.

Environment. Electronics factories, lithium battery workshops, and pharmaceutical workshops require anti-static/conductive measures; cold storage needs low-temperature shock resistance; food areas also need to consider washing and cleaning agents.

Lifespan and accuracy. Lifespan is not just about 'whether it can rotate,' it also includes changes in wheel diameter—once a layer is worn down, the vehicle height changes, and the docking accuracy changes accordingly.

Compliance. The anti-static rating, flame retardant requirements, and cleanliness requirements for certain scenarios all need to have applicable standards confirmed in advance.

When the six dimensions are put together, one sees a conclusion: AGV caster wheels do not have a single champion. The most wear-resistant materials are often the hardest, and the hardest ones often have the greatest noise and are the most difficult to make anti-static.

Three, three material routes, comparing the costs side by side

RouteWearPressure Resistance / Load-bearingNoiseAnti-static feasibilitySuitable scenarios
Nylon-based (PA6 / PA66 toughened wear-resistant system)GoodGoodmiddleCan be made (with conductive filler added)Heavy load, medium-high start-stop frequency, needs anti-static
Polyurethane (PU) Coated WheelGoodmiddleLowRelatively difficultClean, quiet, medium load
Metal core with rubber coating / POM wheelmiddleGoodMedium-highCan doHigh load, low speed, not sensitive to noise

Look at this table; the focus is not on 'which is better,' but on where the cost lies.

The advantage of nylon-based materials is that structural components themselves can be made——the wheel core and wheel surface are integrally molded, no need for rubber coating, not afraid of delamination, and can also be made anti-static and flame-retardant through formulations.

The cost is hardness. Hard means that the noise is greater than PU and it is more sensitive to ground flatness.

The advantages of PU-coated wheels are that they are soft, silent, and do not damage the floor, making them very popular in pharmaceutical and electronic cleanrooms; the drawback is that their load capacity is limited, and after long-term compression, permanent deformation can occur, resulting in 'flat spots'.

There is also a commonly overlooked approach: different wheels can use different materials. The driving wheels bear torque and the shear stress of starting and stopping, so a nylon-based material is more suitable; the driven wheels and load-bearing wheels only bear pressure, so a softer system can be used to reduce noise. A car has four wheels, and they don't necessarily need to be made of the same material.

The account of the AGV caster material should ultimately be allocated individually to the four wheels.

Check the driving wheel for shearing and start-stop, the driven wheel for compression and noise, and the load-bearing wheel for static load deformation.

A car uses only one type of material, which often means mixing four separate accounts into one.

4. Selection Criteria Table (This is the page you should most definitely save in this article)

The threshold value is a directional recommendation, not an acceptance standard—the actual values must be determined by your load, start-stop frequency, and on-site measurements.

IndicatorDirectional ThresholdVerification Method / StandardCommon FailuresCommon solutionCorresponding auxiliary agent system
Wear Amount (on the Ground)Refer to Akron wear test or self-built test bench comparisonGB/T 1689 / On-site RetestingWheel surface is ground flat, wheel diameter becomes smallerAdjust the wear-resistant system to reduce start-stop impactWear-resistant packing (molybdenum disulfide / silicone oil type)
Compression setRebound after long-term load is within a reasonable rangeGB/T 7759Flat spots on the wheel surface, vehicle body sinkingIncrease crystallinity and rigidityNucleating agent (crystallization uniformity)
Gap impact (including low temperature)Cover the minimum temperature of the usage environmentGB/T 1043Rim chipping, wheel core crackingToughening system
Surface Resistance (Anti-Static)Set surface resistance range according to the scenarioGB/T 1410 / On-site MeasurementStatic accumulation and dischargeConductive filler systemConductive filler
Flange roundness / coaxialityDetermined by piece accuracy, usually starting at the 0.05 mm levelCoordinate Measuring Machine / Roundness TesterDriving vibrations and noiseGate and Orientation Design
Long-term thermal-oxygen retention rateAssessed according to the highest temperature in the workshopISO 527The surface of the wheel is pale and brittleStabilization systemAntioxidant
Resistant to oil and detergentsNo abnormalities in size or appearance after soakingMedium Soaking TestSurface swelling and softeningSelect a resistant substrate

How to use this table: Do not score line by line. First, look at the second row 'Compression Permanent Deformation' — overload the AGV's wheels, first failing at 'pressed down and won't come back,' then failing at 'worn down one layer.' Many items only focus on wear, and as a result, the vehicle's body height changes after just two months of installation.

Five, five common failures and their true root causes

Failure 1: Worn flat in half a year, while another car from the same period had no issues for three years.

The root cause is usually not the material, but the frequency of start and stop and the differences in the floor. If the docking points are dense and the floor is made of diamond grit or is oily, wear will increase exponentially. Align the working conditions of the two machines first, then talk about changing the material.

Failure 2: Flat spots appear on the wheel surface, and the vehicle body sinks.

The root cause is permanent deformation due to compression, not wear. Under long-term static load (especially in high-temperature workshops), the wheel is pressed into a flat surface. The solution is to increase rigidity, add crystallization additives, or change wheels that are parked for long periods to a load-sharing structure.

Failure three: core cracking or loose insert.

The root cause lies in the structure: the wheel hub wall thickness is uneven, and the weld lines around the insert are weak areas, so the brake torque causes immediate cracking. This type of issue cannot be solved by changing materials; it requires modifying the mold and insert design.

Failure 4: The wheels from the same batch vary in color and their performance is inconsistent.

This is mostly a dispersion problem—the conductive filler or wear-resistant filler was not evenly mixed during the mixing stage. When seeing this phenomenon, first check the mixing process and masterbatching, and don't rush to change the material. The dispersion of conductive fillers is more important to monitor than color difference: uneven dispersion will cause the surface resistance to vary across different parts of the wheel.

Here's something that needs to be said directly: For troubleshooting AGV caster failures, first calculate the working conditions, then look at the structure, and only finally suspect the material. If you reverse the order, you will keep changing materials and it will keep breaking.

6. Processing and Verification: Several Things That Must Be Decided in Advance

Dry. Nylon must be baked. If the moisture content exceeds the standard, it will hydrolyze and degrade during melting. The surface may look fine, but the internal strength has already dropped. The drying window should be determined based on the actual moisture content, not by blindly following the recommended values.

Weld lines. The wheel is a thick-walled rotating body, and the location of the gate determines where the weld lines will appear. If the weld line happens to fall on the rim that experiences the greatest force, it will break there first upon impact. The gate location should be determined together with the direction of the force.

Roundness and shrinkage. The shrinkage of thick-walled parts is difficult to calculate, and fiberglass or fillers can also cause directional differences. If the wheel hub and wheel rim are molded as a single piece, the shrinkage difference will create internal stress during cooling, which later manifests as 'cracking with use'.

Thick-wall cooling. The wheel is a thick-walled rotating body, and the cooling rate difference between the inside and outside is large.

If the mold temperature is too high, it is prone to shrinkage holes; if it is too low, internal stress remains. The window is much narrower than the thin-walled part.

During mold testing, the mold temperature should be adjusted into several curves and tested one round each; don't just test a single point.

Verification order. It is recommended to arrange it like this, do not change the order:

1. Material grade: wear, permanent compression deformation, impact, surface resistance

2. Part level: roundness, insert pull-out, static load flattening test

3. Test Bench: Roller test simulating actual start-stop frequency

4. Complete vehicle: Run the full working condition on actual ground and remeasure wheel diameter changes

5. Environmental overlay: temperature oil contamination long-term static load, the last item is the easiest to be overlooked

7. Boundaries: When This Matter Should Not Be Discussed

In the following four situations, it is not recommended to proceed with this part using modified nylon:

First, parts that are soaked for a long time in strong solvents or high-concentration oil stains. Nylon has limits in chemical resistance; exceeding them will cause swelling and deformation. Such parts should be replaced with metal or special elastomers.

Secondly, it requires extremely low-noise clean environments. Nylon is relatively hard, and its noise level is naturally higher than PU coating. For situations that require quietness, using hard nylon is spending the cost in the wrong direction.

Thirdly, in situations where the ground is uneven and there are high-speed operation requirements. Hard wheels are sensitive to ground undulations, have large vibrations, loud noise, and short lifespan, making this type more suitable for soft wheels or pneumatic structures.

Fourth, the annual usage is too small to justify the tooling costs. This part usually requires a dedicated mold, and if the usage is too low, it is not economically feasible.

Fifth, long-term work in high-temperature workshops and prolonged static docking. High temperature combined with static load will significantly accelerate permanent compression deformation.

For this type of part, you either increase its rigidity or add support groupings at the docking position to share the load; simply changing the material won't solve the problem.

Writing these five points at the beginning is not to discourage, but to save time. I have seen quite a few projects go smoothly at the sample stage, only to find out the direction is wrong during vehicle installation—the cost of going back is much higher than not doing it in the first place.

Material Change Risk List (From the original plan to modified nylon casters, things that need to be changed)

link; segment; partWhat do you want to move?Points that are easy to overlook
MoldThe flange thickness and gate position are redefined according to the force appliedMaintain the original PU wheel's structural thickness
DryDetermine the window based on the measured moisture contentRecycled materials mixed with the water content brought in
Material Temperature / Mold TemperatureThick-walled parts should be cooled slowly, and the mold temperature is higher than that of conventional parts.Give only according to the recommended value by grade
Pressure holding and demoldingThick walls shrink heavily, and the holding pressure curve needs to be readjusted.Demolding too early causes internal stress
InsertThe weld lines around the insert should avoid the stress areaInsert Preheating and Encapsulation Temperature
Color differenceThe color of the conductive filler parts is relatively dark and there are variations between batchesAppearance requirements to be relaxed in advance or set separately
Verification orderMaterial → Component → Test Bench → Complete Vehicle → EnvironmentSkip the test bench and install directly on the vehicle

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

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Project: AGV / AMR Casters · Material Route Assessment

Conclusion direction: Modified nylon-based can be considered as a candidate route, and whether it can be implemented depends on four prerequisite conditions

1. Three Rules That Must Be Followed

1. Select based on peak dynamic load, not static average.

2. Determine the range of surface resistance according to the scenario, then select the formula.

3. The test bench should simulate the actual start-stop frequency, not run at a constant speed.

2. Prerequisites (if none are met, postponement is recommended)

· Floor mainly made of epoxy flooring or leveled cement

· Noise tolerance acceptable (non-silent priority scenarios)

· Annual usage sufficient to spread specialized molds

· Actual measured start/stop frequency and single-wheel load data

3. Next steps

1. Take an active wheel, measure wheel diameter wear rate and flattening amount

2. Perform compression permanent deformation comparison (including workshop maximum temperature)

3. Perform a comparison test at the same floor frequency with the same test frame

Risk warning: The main uncertainty of this route lies in compression deformation under long-term static load, not initial wear.

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Three Questions Readers Often Ask

Question: Should AGV casters be made of nylon or polyurethane?

Don't look at the material itself, but look at three things: load, noise requirements, and whether anti-static is needed. Heavy load + anti-static—nylon-based is a more reasonable reason; Medium load + prioritize quietness, PU is more suitable. Many cars can mix and match—drive wheel nylon, driven pulley PU.

Question: Does adding wear-resistant filler mean it's definitely wear-resistant?

The direction is correct, but more isn't always better. If too much filler is added, toughness and workability decrease, and the rim is more likely to crack. Wear is a systemic issue, related to crystallization, lubrication, and paired flooring. One filler alone can't handle it.

Question: Why does my side wear faster than others for the same grade?

First, align four numbers: start-stop frequency, peak load on a single wheel, ground material, and workshop temperature.

If any one of these four numbers differs by a factor of two, the wheel's lifespan can differ by several times.

Before comparing wear, first align the working conditions; otherwise, you're comparing two cars, not two materials.

Conclusion

AGV Ultimately, caster material selection is a working condition problem, not a material problem.

There are only three judgment chains:

Start and stop frequency determines wear, → load and temperature determine deformation, → Scenario determines static electricity and noise.

Once all three are set, the question of "what materials to use" naturally comes to an answer.

If you have a mobile robot caster or drive wheel to specify, send over three items and you can give direction: single-wheel peak load, daily start/stop count, and floor material.

Just to add: the caster count is calculated all four at once.

Wear, deformation, anti-static, noise—only allow a little of each, and switch to a combination that works as a whole.

No material can cover all four aspects.

We hear the question "What materials are used for casters?" — but the real answer depends on the frequency of start/stop and the floor, not the grade.

What we do is very specific: converting resins like PA6, PA66, PA46, PA11, PA12, PA6T, PA9T, and nylon alloys into a truly usable product; We also do modified PPO, PPS, and thermoplastic elastomers.

Also deals in nylon resin, sub-brand materials, and bulk materials from major chemical giants, and long-term collection of nylon raw materials, sprue return materials, and various nylon scraps, with official disposal channels.

For material selection and mold trials for these types of parts, we can chat together

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