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Test & Inspection

Leak Testing

Ensuring Reliability in Data Centers: The Evolving Role of Leak Testing

Choose an instrument based on required accuracy, speed, cost, and size.

By Killian Dagneaux
ATEQ Metrology Laboratory,
Source: ATEQ

Figure 1: ATEQ Metrology Laboratory, atequsa.com

December 13, 2025

Over the past decade, global data-center infrastructure has evolved faster than at any other time in history. AI clusters, cloud computing, and digital services have driven unprecedented increases in power needs and thermal loads. Traditionally, air-cooling methods were used, but they are no longer sufficient to support the next generation of processors and accelerators. As a result, data-center facilities are moving toward liquid-cooling solutions such as direct-to-chip cooling, manifold systems, rear-door heat exchangers, and immersion cooling.

With this shift, leak integrity within cooling systems has become a foundational requirement for manufacturers around the globe. A small leak in a liquid-cooled environment has the potential to completely interrupt operations. As liquid-cooling adoption increases worldwide, leak testing practices are evolving as well.

The Growing Importance of Leak Integrity  

With the increased efficiency of new liquid-cooling designs interacting with pumps, fittings, seals, and heat exchangers, any weak point can compromise the entire system’s performance. Even the smallest leak in these systems can affect data-center operations in several ways:

  1. Equipment Damage
  2. A simple leak in the system can reach servers, networking hardware, or even power supplies. Glycol solutions can cause corrosion over time. Similarly, dielectric coolant leaks may reduce insulation effectiveness or contaminate electronic components. 

  3. Reduced Cooling Performance
  4. Modern liquid-cooling systems rely on precise flow rates and pressure levels. Micro-leaks can reduce flow efficiency and raise internal temperatures, causing pumps to consume more energy to maintain performance. 

  5. Environmental & Safety Concerns
  6. As power consumption grows due to expanding data-center infrastructure, facilities are increasingly focused on environmental and safety standards. Leaks require specialized cleanup and may trigger regulatory reporting requirements.

  7. Operation Impact
  8. Downtime is one of the most expensive challenges for data-center managers. A single leak can interrupt cooling and lead to service outages costing hundreds of thousands of dollars per hour. For hyperscale operators running AI supercomputing infrastructure, the costs can be even higher.

Common Components in Liquid-Cooled Systems

A clear understanding of where leaks may originate helps engineers determine which components require the most rigorous testing.

Cold Plates

Cold plates sit directly on top of processors or accelerators, removing heat through a network of tiny internal channels. Because these micro-channels are so small and operate under high pressure, even minor defects can cause issues. Common leak points include welded or bonded interfaces, sealing surfaces, inlet and outlet fittings, and small imperfections from machining or assembly. A leak at any of these points can quickly compromise cooling performance.

Manifolds and Distribution Units

To move coolant through a server rack or row, data centers use manifolds with multiple connection points. These assemblies are vulnerable because they contain several mechanical interfaces—quick-disconnect fittings, O-rings, valve blocks, and multi-branch junctions. Thermal expansion and contraction during operation add stress to these joints.

Rear-Door Heat Exchangers

These systems use a liquid-cooled coil mounted on the back of the cabinet to remove heat before it escapes into the room. Common leak locations include brazed coil sections, piping connections, and integrated control valves.

Immersion Cooling Systems

Immersion tanks—single-phase or two-phase—must contain large fluid volumes without loss of integrity. Common risk areas include weld seams, sight-glass seals, pump housings, and inlet/outlet ports. Because these systems hold so much fluid, even a small leak can have major operational and safety consequences. 

Leak Testing Methods Used Today

  1. Pressure Decay Testing
  2. One of the most widely used methods for evaluating cold plates, manifolds, and piping components.

    How it works:

    A component is pressurized with air, isolated, and monitored for pressure drop over time.

    Advantages:

    1. Nondestructive
    2. Suitable for medium to large volumes
    3. Easy to automate
    4. Well-suited for production environments

    Limitations:

    1. Sensitivity decreases with larger internal volumes
    2. Temperature changes can influence results
    a training or test unit
    Figure 2: ATEQ Cart Enclosure Repair Station with 5 F620 Leak Tester
  3. Mass-Flow Measurement
  4. Mass-flow testing measures the flow required to maintain constant pressure. It is useful for multi-channel cold plates or manifolds where flow rates are critical to thermal performance.

    Why it’s used:

    1. High repeatability
    2. Direct measurement of leak rate
    3. Effective for complex geometries with parallel channels
  5. Helium Tracer Gas Testing
  6. For components requiring very high sensitivity—such as advanced micro-channel cold plates or hermetically sealed assemblies—helium vacuum testing is used. Because helium molecules are extremely small, helium testing remains a preferred method for detecting very small leaks.

    How it works:

    The component is placed in a vacuum chamber and exposed to helium. A mass spectrometer detects even the smallest leaks.

    Advantages:

    1. Extremely sensitive
    2. Ideal for tight tolerances

    Considerations:

    1. Higher equipment and operating costs
    2. Longer cycle times
    3. Helium availability and conservation requirements
  7. Hydrogen/Forming Gas Testing
  8. Forming-gas testing (typically 95% nitrogen / 5% hydrogen) is a growing alternative.

    Benefits:

    1. Lower cost than helium
    2. Suitable for many components previously tested with helium
    3. Challenges:
    4. Safety considerations
    5. Material compatibility must be evaluated
  9. Bubble and Submersion Testing
  10. This low-tech method is still common in maintenance or for large piping segments. While not precise enough for strict leak limits, it offers a visual way to locate leaks.

Best Practices for Leak Testing

  1. Determine Consequences. Assess how a leaking component would affect equipment or operations.
  2. Identify Leak Paths. Identify where potential leaks may exist on the manufactured component to design an efficient test process.
  3. Establish Leak Rate. Determine the reject limit through calculations and industry specifications.
  4. Choose Test Method. Select the appropriate method based on application and reject limit.
  5. Select a Leak-Testing Instrument. Choose an instrument based on required accuracy, speed, cost, and size.
a training or test unit

As data centers facilities adapt to the demands of high-performance computing and AI, leak integrity has emerged as a critical engineering priority. Liquid-cooling system offers unmatched thermal performance but also introduce new testing requirements for manufacturing engineers.

READ MORE

How to Improve Quality Control by Managing a Drifting Zero Point during Air Leak Testing 

What’s Wrong with a Zero Leak Test Specification? 

How to Specify a Leak Test System 

KEYWORDS: leak testing manufacturing metrology quality

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Killian Dagneaux, marketing manager, North America, ATEQ Corp. For more information, email [email protected]. 

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