Summary of Key Points from the Conference Call Industry Overview - The conference call focused on the AIDC (Artificial Intelligence Data Center) power systems, highlighting innovations in power supply and distribution, cost breakdowns, and opportunities in energy storage systems (ESS) [1][2][3] Core Insights Power Supply System Innovations - AIDC's power supply systems are evolving to accommodate increasing rack power density due to AI workloads, with projections indicating that by 2028, new cabinet architectures like NVIDIA's Kyber could reach 1MW per rack [2] - The transition from traditional 415VAC to 800VDC systems is prioritized, allowing for higher current capacity, reduced losses, and lower capital expenditures (capex) [2] - Solutions for managing dynamic loads include software-based load management and integrating energy storage systems to buffer power fluctuations [2] Power Distribution System Innovations - The distribution system is shifting from legacy AC architectures to advanced HVDC and hybrid models, with four identified stages of evolution [3] - The adoption of solid-state transformers (SSTs) is deemed inevitable as they significantly enhance power density and reduce the footprint compared to traditional transformers [3] Cost Breakdown for AIDC Capex - For a 1GW GB200 AIDC, the capex distribution is as follows: - IT: 57.4% - Mechanical and electrical infrastructure: 31.9% - Construction: 11.2% - Transmission (including transformers): 9.9% - Backup power (UPS, BBU): 4.6% - Rack-level power delivery: 0.9%, increasing with next-gen server platforms [4] SST's Application - SSTs are crucial for the next phase of AIDC power distribution, offering a footprint at least 50% smaller than traditional solutions and enabling direct medium-voltage DC distribution [5] - Challenges include insulation, heat dissipation, and reliability as power densities increase [5] Backup Power Solutions - The backup power landscape is transitioning from diesel generators and centralized UPS to a mix of gas turbines, BESS, and distributed battery backup units (BBUs) [9] - The adoption of UPS is declining among leading cloud providers, with BESS and BBUs providing faster, modular backup solutions [9] Opportunities in Energy Storage Systems (ESS) - ESS are becoming integral for dynamic load management and grid interaction, smoothing power fluctuations and supporting grid stability [10] - The U.S. market is moving towards mandatory storage integration, benefiting suppliers of batteries and related components, although regulatory uncertainties pose challenges for Chinese suppliers [10] Company-Specific Insights Kehua Data Co., Ltd. - Valued at a price target of Rmb 86.07, implying a 40x 2026E P/E ratio [13] - Key risks include weaker-than-expected domestic AI capex and increased competition [13] Shenzhen Kstar Science and Technology - Valued at a price target of Rmb 64.86, also implying a 40x 2026E P/E [14] - Similar risks as Kehua Data, including competition and expansion challenges [14] Additional Important Information - The report includes analyst certifications and disclosures regarding potential conflicts of interest, emphasizing the importance of considering this report as one of many factors in investment decisions [6][33]
AI 基础设施系列:AI 数据中心电力创新,从 UPS 到高压直流与固态变压器-AI Infra Series #7 - AIDC Power Innovation, From UPS to HVDC and SST