AI 数据中心液冷用尼龙:快接头最挑材料,原因在这

塑料知识科普 发布时间: 2026-09-14 4593 阅读

The matter of liquid cooling has, over the past two years, changed from 'an optional feature for data centers' to 'a must-have for AI cabinets'.

The reason is very simple: the power of a single cabinet went up, and the air cooling couldn't keep up.

In the liquid cooling system, apart from the metal cold plate and the water pump, a significant portion of the remaining tubing, quick connectors, brackets, and sleeves can be replaced with plastic parts.

One part that best demonstrates the material skill is the quick connector.

Let's start with a live scene

In the second half of last year, I visited a newly built intelligent computing center. What was most shocking in the computer room was not the rows of server racks, but the thick blue pipes above the racks—the coolant circulates inside them, continuously carrying away heat. The operations and maintenance manager accompanying me said something that I still remember: the most feared thing in this system is not a server breaking down, but a quick connector; if it fails, what leaks out is not water, but tens of millions sitting in the computer room.

AI data centers have turned liquid cooling from an 'optional feature' into a 'standard configuration,' and they have also raised the requirements for using plastic components in liquid cooling to unprecedented heights. In traditional data centers, a leak leads to shutdown for maintenance, but a leak in a computing power center is an accident— the material logic here is completely different.

This article will retell the selection of materials for liquid cooling based on the scenario of a computing power center. First, we will inventory the plastic parts in the liquid cooling system and their respective risk levels; then we will focus on the quick connectors—the most demanding component in the entire system; finally, we will discuss the different material requirements for cold plates and immersion cooling. The former concerns water chemistry, while the latter concerns compatibility with fluorinated liquids—they are two completely different paths.

Flame retardancy is a hard constraint in the computer room, treated as a separate section. The last five pitfalls plus the boundaries. For companies that make liquid cooling quick connectors, manifolds, and pipelines, this article can be used as needed.

1. What plastic parts are there in the liquid cooling system

First list the locations clearly, then talk about material selection.

Body partMaterial directionCore requirements
Coolant hosePA12 / PA612 / PA11Hydrolysis-resistant, bend-resistant
Quick coupler bodyPA12, PA612 (reinforced)Dimensional accuracy, hydrolysis resistance, mating cycle durability
Cold Plate Frame / FixturesPA66-GF / PA6T-GFRigid, temperature-resistant, dimensionally stable
Water distributor / ManifoldPA12-GF / PA66-GFPressure resistance, hydrolysis resistance, dimensions
Fan bracketPA66-GF30Rigidity, vibration resistance, cost
Cable management / SheathingToughened PA6 / PA12Toughness, flame retardant
Cabinet internal structural componentsFlame-retardant PA66-GFV0, Rigidity

There is an obvious pattern in this table:

Parts that come into contact with coolant should go to long carbon chains, while parts that do not come into contact with coolant can remain in PA66.

The boundary is whether to 'come into contact with the medium' or not. Once this line is clearly drawn, the range of material selection immediately shrinks by half.

2. Quick Connectors: The most picky component in a liquid cooling system

The requirements for the quick connector are four more than those for other parts.

① Dimensional accuracy. Sealing depends on the fit dimensions. This is also the fundamental reason why liquid-cooled components require materials with low water absorption—if water absorption causes a 0.1mm expansion, the seal may fail.

② Plug-in and plug-out lifespan. Servers require repeated assembly and disassembly for maintenance, so the number of plug-in and plug-out cycles is a key metric. The locking mechanism must have sufficient toughness.

③ Long-term stress. The buckle and spring seat are under stress for a long time, so creep needs to be considered.

④ No leaks. This is the most special requirement — in a server room, the cost of a single drop of liquid leaking far exceeds the cost of the component itself.

When these four factors are combined, the answer basically points to: PA12 or PA612 enhanced system.

PlanAdvantageCost
PA12Lowest water absorption, best hydrolysis resistance, most dimensionally stableHighest price
PA612Low water absorption rate, more balanced cost-performance ratioSlightly low rigidity
PA66 Hydrolysis-Resistant SystemLow cost, good strengthHigh water absorption, long-term dimensional and hydrolysis risk is high
PPS / PPABest in temperature resistance and chemical resistanceHigh cost, relatively brittle

There is another practical suggestion: the sample of the quick connector should be inspected together with the 'matching parts'.

Testing a single connector alone cannot reveal problems; it must be tested for insertion, removal, and sealing together with the corresponding socket and sealing ring. If any component in the assembly dimension chain is changed, the sealing performance may also change.

For quick connectors, we generally do not recommend using PA66. It's not that it's impossible to use, but the 'long-term dimensional stability' factor is too important in server scenarios — the cost of a single leakage incident far exceeds the extra material cost of using a long-chain carbon PA66.

A one-sentence judgment: When selecting materials for liquid cooling quick connectors, first ask 'Does this part need to be leak-free for ten years?' The answer will be revealed.

3. Cold Plate Type and Immersion Type: Requirements Are Different

The current mainstream is two routes, with very different material requirements.

Cold plate liquid cooling

The coolant circulates within the cold plate and does not come into direct contact with the electronic components.

Medium: mostly deionized water or water-ethylene glycol. Key material points: hydrolysis-resistant, low water absorption, dimensionally stable. Material direction: mainly PA12 / PA612.

The logic here is almost the same as battery liquid cooling, except the temperature is lower (generally 40-60℃), so the temperature resistance requirement is somewhat lower, but it is more sensitive to cleanliness and ion deposition.

Low temperature does not mean low requirements. Many customers might think, 'The cold plate is only 50℃, so can we use cheaper materials?' The answer is no— the conductivity of deionized water must be kept very low. Once the material releases ions, the conductivity of the entire circuit will increase.

Therefore, when selecting materials for cold plate processes, one cannot justify it based on 'low temperature means loose fitting'.

There is another easily overlooked spot: the interface between the pipeline and the cold plate.

This position has both metal (cold plate) and plastic (joint), as well as a sealing surface. The difference in thermal expansion coefficients and long-term temperature cycling will cause the pressure on the sealing surface to change.

So for the plastic parts in this position, besides low water absorption, we also need to consider dimensional stability under cycles from -20°C to 60°C. The fitting dimensions measured at room temperature in the laboratory may not be the same as the fitting dimensions after running in the machine room for a year.

Deionized water has a special requirement: no ions should precipitate. The conductivity of the coolant must be kept very low. When selecting materials, one should inquire about the ion precipitation of the materials. This requirement is more important in plate-type cooling systems than in automotive liquid cooling.

Immersion liquid cooling

The entire server is immersed in liquid, with the medium being fluorinated liquid or mineral oil.

The requirements for materials along this path are completely different—the core is not hydrolysis, but compatibility.

The question is:

QuestionWhy is it important?
Will the material swell in the fluorinating solution?Swelling can change the dimensions and affect sealing and structure
Will the additives precipitate?Precipitated substances contaminate the medium, affecting insulation and heat exchange
How are the mechanical properties maintained after long-term soaking?Soaking test data is required
Will it affect the performance of the medium itself?Both-way impact, both need to be assessed

For immersion liquid cooling material selection, immersion tests must be conducted and cannot rely on experience. This is because the composition of fluorinated liquids varies greatly, and liquids from different suppliers may have completely different effects on the same material.

4. Fire Retardant: Hard Constraints in the Server Room

Data centers are high-density electrical environments, and flame retardant requirements will not be relaxed because of 'liquid cooling'.

Plastic parts inside the cabinet: starting from UL94 V0, many occasions require halogen-free. Structural parts close to cables and electrical components: also consider GWIT. Although the long-term temperature is not high, low smoke and low toxicity are required (since it is an environment where people work in the machine room).

Pay attention to a combined difficulty: liquid-cooled components need to be low in water absorption, and also flame-retardant.

Long-chain nylon itself has low water absorption and good toughness, but flame-retardant modification is more difficult than PA66 — adding flame retardants affects fluidity and toughness. At the same time, for parts that require 'hydrolysis resistance, low water absorption, and V0,' the formulation difficulty is the combination of these three requirements.

For this type of part, it is best to include all the requirements early in the design, rather than selecting the material according to the structure first and then going back to add flame retardancy.

There is one more point: the components near the cables need to be checked for hot wires.

The cables inside the computer room are dense, and the heat source temperature is very high during a short circuit. GWIT tests exactly this: whether contact with the heat source will ignite components.

If the part has only been tested according to UL94 and GWIT has not been measured, there is a high possibility of rework during the overall safety compliance stage. It is recommended to make these two requirements together when selecting materials, rather than discovering them just before sending for inspection.

Why is the quick joint the most selective spot for materials?

In liquid cooling systems, quick connectors are repeatedly singled out as the most demanding parts, and the reasons are worth elaborating. First, they are the locations with the greatest temperature differences in the entire system, where hot and cold changes are concentrated during insertion and removal. Second, they are sealing components, and the dimensional stability of the sealing surfaces directly determines whether there will be leaks; there is no tolerance for moisture-induced deformation here.

Third, it is a moving joint, with plugging and unplugging counted in thousands of times, and both wear and creep are assessed cumulatively. Fourth, it is a stress concentration point; the clip structure adds residual stress, making environmental stress cracking highly likely here. With these four challenges combined, the tolerance for material selection in quick connectors is the lowest in the entire system. Errors in selecting materials for other positions might only surface after three years, while errors in quick connectors show up within six months.

So here's a ranking suggestion for the team making quick connectors: it's better to save on the casing and pipes than to save on the quick connectors; every penny spent here is the cheapest form of insurance.

Five, five pits

Pitfall 1: Use PA66 for liquid cooling pipelines. Same pitfall as battery liquid cooling, the mechanism is the same.

Pitfall 2: Quick couplings ignore long-term dimensions. Most failures of quick couplings are 'leakage', not 'breakage'. Dimensional stability is more important than strength.

Pitfall 3: Treating the cold-plate method and the immersion method as the same set of requirements. The former focuses on hydrolysis and cleanliness, while the latter focuses on compatibility—they are two different approaches.

Pitfall 4: Forgetting ion precipitation. Cold plate systems use deionized water, and material precipitation can raise conductivity, affecting the system.

Pitfall 5: Neglecting assembly and maintenance conditions. Liquid-cooled components will be repeatedly disassembled, so the plug-in lifespan and the fatigue of the locking structure must be tested together.

In addition, the aging verification of liquid-cooled components should include the combined conditions of 'media immersion and temperature cycling.' Testing under a single condition (for example, immersion without cycling) cannot detect interface fatigue.

6. Borders

pieceConclusionExplanation
Cold plate bodyNot suitableRequires high thermal conductivity metal (copper/aluminum)
High-pressure water pump impellerNeed to be cautiousHigh-speed rotation, requiring both hydrolysis resistance and durability, PPS/PA12-GF can be used
Long-term >120℃ liquid-cooled componentNeed to be cautiousReplace PA1010 or use a composite solution
Immersed structural componentFirst conduct a compatibility testCannot directly apply cold-form conclusions
Strong acid and alkaline mediumNot suitableRequires materials resistant to chemicals

A real feeling in the industry

The inquiries about liquid cooling have changed significantly in the past two years.

A couple of years ago, clients asked 'Do we need to do liquid cooling?' This year, they ask 'What type of medium is it?'.

This change indicates that the industry has moved from the 'discussion direction' stage to the 'implementation and selection' stage. And in the implementation stage, the questions become more specific:

Is it going through deionized water, water-ethylene glycol, or fluorinated liquid? - Is the temperature 45℃ or 90℃? - Is it a quick connector or the main body of the pipeline?

Once these four pieces of information (medium, temperature, location, cleanliness requirements) are all provided, the direction can basically be determined.

The most common misconception we encounter is that clients mix up 'cold plate' and 'immersion.' The media, temperature, and material requirements for these two are different, and asking about them together will result in two sets of contradictory answers.

So when we receive an inquiry about liquid cooling, the first question must be: is it cold plate type or immersion type? If this question is not clarified, any subsequent recommendations are invalid.

Two Reader Inquiries

Follow-up Question 1: Can the materials be used interchangeably between the fluorination liquid system and the deionized water system? Generally, no. The cold plate type uses water-based media, focusing on hydrolysis and antibacterial properties; the immersion type uses fluorination liquid, focusing on swelling and weight gain. The fluorination liquid has noticeable permeation and swelling effects on some plastics, so grades that perform well in the water-based system may exceed the weight gain limit in the fluorination liquid.

The material lists for the two systems need to be maintained separately; the only reusable components are the flame retardant and mechanical framework. Before selecting components, first confirm which medium your part foam is in—if this step is wrong, everything that follows will be wrong.

Follow-up Question 2: How do we assess the compatibility of existing plastic parts in a data center renovation project? There are three steps: first, check the material certification of the original parts to confirm the base material and modification system; second, create a difference table according to the new working conditions, comparing each item such as medium, temperature, and flame-retardant requirements; finally, take samples from areas with differences for compatibility immersion tests, and obvious issues can be screened out in a short cycle of two weeks.

The biggest taboo is to just look at the appearance, find no problems, and use it directly. Most of the pitfalls of liquid cooling compatibility are hidden inside the components, and it will be too late once they leak out.

Add one more perspective on delivery schedules for the fast connector supply chain: The construction pace of computing centers is measured in months, and the delivery window for liquid-cooled components is often pushed to the limit. When selecting materials, make sure to ask about the stocking cycle of candidate grades—the commonly used grades from major manufacturers can be delivered within four weeks, while niche high-temperature grades may need to wait more than twelve weeks.

With the same performance, the project risk of delivering with half the certainty is completely different. Using delivery time as one of the selection criteria is a compulsory lesson for the supply chain in the computing era, and the electricity cost for this lesson is much higher than imagined.

Four Questions for Liquid Cooling Component Suppliers

When selecting suppliers for liquid-cooled plastic parts, asking four questions is more useful than looking at a wall of qualifications. Question one: medium validation—what medium do you use for immersion testing? Are fluorinated liquids and water-based ones tested under separate conditions? If a single set of data is used for both, discard it immediately. Question two: sealing component process—how do you control the mold and injection molding for sealing surfaces? Is there a specific quality standard for sealing? Be cautious if they cannot specify concrete actions.

Question three: insertion and withdrawal testing—how frequently is it done, how many cycles per batch, and what are the failure criteria? The core evidence of a quick connector’s service life lies here. Question four: change notification—how long in advance are customers notified of formula or mold changes, and is there a written process? Liquid-cooled components are most vulnerable to silent changes; quietly changing materials once could lead to a data center incident.

The quality of answers to these four questions predicts the cooperation experience more than scale or price. If you’re still unsure after asking, conduct a small trial batch; trust in quick connectors is built from insertion and withdrawal data.

One more reminder from an operations perspective: after a liquid cooling system goes online, record the grade, batch, and replacement history of each plastic part in the asset ledger. Data centers can be operational for over ten years, during which maintenance teams may rotate several times. The ledger is the only way to preserve material information over time.

We’ve seen renovation projects where old connectors from five years ago were found and no one could confirm the material, forcing a complete replacement—which cost enough to create three ledgers. Material information is also an asset; managing it properly saves real money during future renovations.

Conclusion

For AI data center liquid-cooled parts, the material selection logic boils down to two sentences:

If it contacts coolant, use long-chain nylon; if it doesn’t, stay within the PA66 system.

Add "flammability" and "medium compatibility," and the approach is complete.

One more note on the order: first determine "contact with medium or not," then "cold plate or immersion type," and finally discuss specific grades. Don’t reverse these steps—if you do, you’ll apply cold plate conclusions to immersion systems and waste a round of work.

The area most prone to mistakes is always the quick connector—because it requires not just "can this material be used," but "will this part still seal properly in ten years."

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