Advanced Thermal & Mechanical    

Rethinking Infrastructure: Empowering Hyperscale AI with Advanced Thermal Engineering
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High-Speed Interconnect         High Power Architecture  |   Advanced Thermal & Mechanical 

Engineering Beyond Thermal Limits: Integrated System Architecture  

 

Next-Gen Liquid Cooling & Intelligent Management

 

• Scalable Integrated Architecture:
Precision-engineered cold-plate cooling optimized for ultra-high TDP AI accelerators. Designed for maximum compute density while ensuring seamless field-serviceability and modular scalability.
Mission-Critical Proactive Safety:
Multi-layer leak detection with millisecond-latency telemetry. Real-time rack-level alerting mitigates operational risk, ensuring continuous uptime and SLA-grade reliability.
UMS: Intelligent Infrastructure Orchestration
Centralized monitoring of flow, thermal gradients, and pressure dynamics via standardized, DCIM-ready interfaces for peak operational transparency and efficiency.

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Dual-Sided Cold Plate & Microchannel Innovation 

Wiwynn’s Double-Sided Cold Plate technology redefines thermal management for high-power-density silicon. By simultaneously cooling high-power AI chips on the top side and vertical power delivery components on the bottom side, it supports total thermal loads exceeding 4 kW within a compact form factor.

We continue to adopt advanced manufacturing approaches to enable the design and fabrication of high-precision microchannel structures tailored to actual chip heat distribution. Compared to conventional architectures, this approach significantly enhances thermal performance, supports heat fluxes beyond 350 W/cm², and delivers an optimal balance between silicon performance and long-term system reliability.

 

In‑house double‑wide Rack platform     

Ruggedized Hyperscale Foundation:A reinforced, anti-sagging chassis engineered for the mechanical stresses of mass global deployment. This architecture supports high-TDP AI clusters while integrating HVDC power paths and advanced signal integrity to eliminate bottlenecks.

Tailored for the AI Ecosystem: Fully aligned with OCP (Open Compute Project) ORW and Double-Wide standards to streamline brownfield and greenfield integration. Purpose-built for high-intensity AI training and inference at scale.

• Deployment-Ready Flexibility: From factory-to-datacenter, our co-design and specialized packaging ensure system integrity during transit. Scalable by design, this platform evolves alongside your evolving workload demands.

 
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Air-Assisted Liquid Cooling Solution  

Wiwynn’s AALC solutions provide a bridge to liquid cooling without requiring immediate facility-level infrastructure overhauls. We enable rapid, rack-level AI deployment into existing air-cooled environments, maintaining peak compute performance while balancing TCO and performance-per-watt.

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As a key OCP player, we’ve published white papers on cooling and management at OCP and our global site. Download the technical details here:

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White Paper: GPU-Initiated, Liquid-Cooled, Ultra-High-Density Storage for Next-Gen AI

This paper introduces a paradigm shift in storage architecture designed to overcome the CPU-centric data path...
1 min read

White Paper: KV Cache Offload to Improve AI Inferencing Cost and Performance

This paper explores a disaggregated key-value (KV) storage architecture designed to efficiently offload KV cache...
1 min read

Autonomous AI Agent for End-to-End Component Data Extraction

This paper explores an advanced framework designed to automate the extraction of important attributes from unstructured...

White Paper: From Design to Live Operation: Wiwynn’s L12 AI Cluster Deployment with MLPerf Validation

Deploying large-scale AI clusters introduces engineering challenges that extend well beyond the individual server rack....

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