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AI算力爆发式增长 数据中心面临哪些挑战?专家这样说
Mei Ri Jing Ji Xin Wen· 2025-09-17 16:12
随着人工智能(AI)技术飞速发展,算力需求呈现爆发式增长。从GPT-1到GPT-5,模型参数量从1.17亿跃升至数万亿,模型结构也在不断演进,从稠密 LLM模型向MoE稀疏化模型以及多模态模型持续演进。 面对这一趋势,单纯依靠传统服务器的简单堆叠已无法满足需求,AI算力设施正加速向高密度、液冷化、集群化方向演进,这不仅带来了更高的功率负载 和更复杂的散热要求,也对传统数据中心的散热、供配电系统、网络设计等提出了新的挑战。 9月17日,在上海召开的首届AIDC产业发展大会上,中国电子工程设计院数据中心事业部副总经理王志强向包括《每日经济新闻》在内的媒体记者表 示:"当前整个GPU芯片及AI集群的功率密度演进速度,已超过传统云数据中心的技术演进路径。超高密度、超大规模部署,使基础设施在动力适配、楼体 结构、空间规划等方面面临巨大挑战。" 在王志强看来,为匹配AI负载的快速演进对算力的需求,机房要具备足够的灵活性和弹性扩展能力,并且在机房的规划和建设模式上也需具有前瞻性。 算力设施将走向高密、液冷 事实上,随着AI训练与推理任务复杂度的不断提升,单机柜功率正从当前的50kW(千瓦,功率计量单位)向300kW甚至更高 ...
功率器件迎来AI时代机遇?沪硅产业股东新微集团百亿元投向重庆万国,布局AIDC功率器件
Mei Ri Jing Ji Xin Wen· 2025-07-26 07:50
Group 1 - The seminar on "AI New Era, Energy Efficiency Drives the Future" highlighted the rapid evolution of AI data center (AIDC) power solutions towards high power and high density architectures, with key technical challenges such as power system design needing urgent attention [1] - Shanghai Xinwei Technology Group's acquisition of Chongqing Wanguo Semiconductor Technology Co., Ltd. is a significant step in the company's strategy to enter the AIDC power device sector, with an estimated investment of around 10 billion RMB expected to be completed by the end of 2025 [1][3] - The transition from kilowatt-level to megawatt-level power density cabinets and the exponential increase in computing power demand for large model training were discussed, emphasizing the need for advancements in power system design and efficient cooling solutions [2] Group 2 - The global HVDC market is projected to grow from 1 billion USD to 15.7 billion USD from 2024 to 2029, with a compound annual growth rate of 73%, indicating a strong demand for high voltage direct current solutions [2] - Xinwei Group's acquisition of approximately 39% of Chongqing Wanguo's shares makes it the controlling shareholder, with plans for further capital increases as part of its strategic investment [3] - Chongqing Wanguo has developed proprietary technology and has a strong domestic and international customer base, which will be enhanced under Xinwei Group's control through capacity expansion and technology upgrades [4]