Machining Fields / Data Center Liquid Cooling

AI LIQUID COOLING MACHINING

AI Server & Data Center Liquid Cooling Parts Manufacturing

Precision manufacturing support for liquid cold plates, liquid cooling plates, cooling manifolds, valve blocks, connector seats and structural components used in AI servers, GPU modules and high-density data center liquid cooling systems.

  • Complex flow channels and sealing grooves
  • Critical dimensions and flatness control
  • Prototype through low-to-medium volume production
Exploded AI server cold plate and liquid cooling component assembly

Flow Channel Machining

Japanese CNC and 5-axis equipment

Sealed Joining

Laser welding and vacuum brazing

Distortion Control

Flatness and datum management

Deburring & Cleaning

Clean internal flow channels

Leak & Pressure Testing

Sealing performance verification

In-house Finishing

Blasting, mirror polishing and anodizing

LIQUID COOLING BASICS

What Is an AI Server Cold Plate?

An AI server cold plate is a liquid cooling component mounted directly on CPUs, GPUs or other high-power computing modules. Coolant flows through internal channels to remove heat from the chip and transfers it through manifolds, piping and the cooling loop.

A typical cold plate includes a top cover, internal flow channels, sealing features, a base plate and inlet/outlet ports. Precision CNC machining remains an important manufacturing method for structures with complex channels, multiple machined faces, sealing grooves and critical datums.

  • Efficient Heat Transfer
  • Uniform Temperature
  • Compact Structure
  • High Reliability
Internal structure diagram of an AI server cold plate

MACHINING SCOPE

Parts We Can Machine

From cold plate components to manifolds, interface blocks, mounting structures and dedicated fixtures, we support prototype and volume production from customer drawings.

Cold Plate Base — precision machined part for liquid cooling systems

Cold Plate Base

Complex cavities · sealing grooves · datums

Cold Plate Cover — precision machined part for liquid cooling systems

Cold Plate Cover

Sealing faces · thin-wall features · pre-joining

Flow Channel Plate — precision machined part for liquid cooling systems

Flow Channel Plate

Complex channels · accuracy · deburring

Liquid Cooling Manifold — precision machined part for liquid cooling systems

Liquid Cooling Manifold

Multi-channel distribution · passages · ports

Liquid Cooling Valve Block — precision machined part for liquid cooling systems

Liquid Cooling Valve Block

Multi-face ports · threads · positional accuracy

Connector Block — precision machined part for liquid cooling systems

Connector Block

Port positioning · sealing faces · coaxiality

Mounting Structure — precision machined part for liquid cooling systems

Mounting Structure

Positioning · structural support · multi-datum control

Machining Fixture — precision machined part for liquid cooling systems

Machining Fixture

Dedicated locating · clamping · repeatability

MANUFACTURING PROCESS

Process Capabilities & Manufacturing Route

From precision machining and joining to cleaning, finishing and inspection, the process route is selected according to material, structure and technical requirements.

Precision CNC Machining

Milling, drilling, tapping and datum control

5-Axis Machining

Complex surfaces and multi-angle features

Laser Welding

Low heat input and distortion control

Vacuum Brazing

Reliable sealed joining for cold plate assemblies

Deburring & Cleaning

Internal channels, cross holes and residue control

Surface Finishing

Blasting, mirror polishing and anodizing

Leak & Pressure Testing

Leakage, pressure and sealing verification

Dimensional Inspection

Critical dimensions, datums and appearance

The actual process route is configured according to material, structure and technical requirements; not every part goes through every process.

APPLICATION TYPES

Applicable Product Types

Supporting a wide range of cold plates, manifolds and integrated structures for AI servers, GPU and CPU computing modules.

  • CNC-Machined Channel Cold Plate
    CNC-Machined Channel Cold Plate
  • Central-Diffusion Copper-Tube Cold Plate
    Central-Diffusion Copper-Tube Cold Plate
  • Vacuum-Brazed Multilayer Cold Plate
    Vacuum-Brazed Multilayer Cold Plate
  • Copper Skived-Fin Microchannel Cold Plate
    Copper Skived-Fin Microchannel Cold Plate
  • Radial-Flow Fin Cold Plate
    Radial-Flow Fin Cold Plate
  • Two-Phase Evaporative Cold Plate
    Two-Phase Evaporative Cold Plate
  • GPU Liquid-Cooling Assembly
    GPU Liquid-Cooling Assembly
  • Liquid-Cooling Manifold Block
    Liquid-Cooling Manifold Block
  • CNC-Machined Multiport Manifold
    CNC-Machined Multiport Manifold

CRITICAL TO QUALITY

Critical Quality & Engineering Points (CTQ)

Critical itemWhy it mattersControl focus
FlatnessAffects contact pressure and interface thermal resistanceOverall flatness, local warpage and datum consistency
Surface roughnessAffects sealing, contact and heat-transfer interfacesSealing faces, contact surfaces and machining-mark consistency
Channel dimensionsAffects flow distribution and system pressure dropChannel width, depth, section consistency and transition radii
Seal grooveAffects sealing performance and pressure resistanceGroove width, depth, position and surface quality
Port positionAffects assembly accuracy and connection sealingPosition, coaxiality, perpendicularity and thread quality
Burrs & cleanlinessAffects blockage risk and system reliabilityInternal deburring, particle control, cleaning and reinspection
Joint reliabilityAffects leak tightness, pressure resistance and service lifeWeld or braze quality, leak testing and pressure testing

ENGINEERING FAQ

Common Engineering Questions

Q Which liquid-cooling structures are suitable for CNC machining?
A CNC machining is suitable for thick plates, cavities, primary channels, sealing faces, mounting holes and port features, as well as prototypes and low-to-medium production volumes.
Q How can microchannel cold plates be manufactured?
A The process depends on material, channel size and aspect ratio. Options include CNC machining, skiving, chemical etching, laser processing and bonded multilayer construction.
Q Why is the seal groove critical in cold-plate machining?
A The groove directly affects seal compression, pressure resistance and long-term reliability, so width, depth, position, roughness and burrs must be controlled together.
Q What materials are commonly used for liquid cold plates, and how do aluminum and copper compare?
A Aluminum alloys and copper are the most common choices. Aluminum offers lower weight, good machinability and lower cost for many server cold plates, while copper provides higher thermal conductivity for high heat-flux applications. The final choice should also consider coolant compatibility, joining method, surface treatment and cost.

RFQ REQUIREMENTS

Information Required for Quotation

  • 2D Drawing

    PDF / DWG

  • 3D Model

    STEP / IGES

  • Material

    Grade / temper

  • Quantity

    Prototype / volume

  • Critical Dimensions

    Tolerances / datums

  • Port Requirements

    Threads / connectors

  • Surface Treatment

    Anodizing / plating

  • Testing

    Leak / pressure

  • Cleanliness

    Particles / residues

  • Packaging & Traceability

    Protection / lot ID

TECHNICAL RESOURCES

Related Technical Resources

Resources will be updated with practical guidance on materials, structures, manufacturing, quality control and validation.

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