★
菜单
首页 构建方式 关注列表 技术栈
硬件 芯片芯片对比 服务器与系统网络 内存晶圆代工与封装 散热
设施 数据中心电力 项目云计算与 GPU 算力
智能 AI模型软件 AI产品基准测试 研究论文数据集 概念
生态系统 公司股票 人员时间线 趋势AI 的未来
学习 新闻 数据问答 AI助手
关于 关于我们 方法论 数据与API 免责声明
选项
数据与API

免费只读JSON接口,访问本站缓存数据。

深色模式

引导视图
对芯片、数据中心和模型术语感到陌生?我们在浏览过程中以通俗语言解释关键术语,内置辅助说明,数据内容完全一致。

专业视图
您已熟悉这套体系。这里只呈现数据:简洁、快速、紧凑,无多余说明。这是默认视图。

界面语言
‹ 返回
快速阅读 6 分钟阅读 · ← 全部新闻

For thirty years data centers were air-conditioned buildings. Blackwell ended that: a 120 kW rack cannot be cooled with fans, full stop. The resulting retrofit-and-rebuild wave is one of the biggest industrial stories in this database.

The physics

Air is a terrible coolant — low heat capacity, low density. Past roughly 40–50 kW per rack, moving enough of it means hurricane fans eating double-digit percent of the power budget and still failing at the chip: a 1,000+ W die needs its heat pulled off a few square centimeters, and only liquid contact does that. Water carries ~4,000x more heat per volume than air.

The mainstream answer: cold plates

Direct-to-chip cooling bolts a machined copper plate with microchannels onto every GPU, CPU and switch ASIC. Treated water (or glycol mix) flows through rack manifolds to a coolant distribution unit, which exchanges heat into the facility loop while keeping the chip loop clean and leak-monitored. GB200 NVL72 made this mandatory equipment; every OEM ( Supermicro, Dell) and specialist (Vertiv, CoolIT, Boyd, Motivair) now ships the chain, and rear-door heat exchangers bridge older halls.

The frontier: immersion and beyond

Immersion — servers submerged in dielectric fluid — handles any density and deletes fans entirely, but serviceability and fluid chemistry (PFAS concerns for two-phase) keep it niche while cold plates work. Microfluidics — channels etched into the silicon itself, which Microsoft demonstrated in 2025 — is the logical endpoint: coolant inside the chip.

Second-order effects

Liquid cooling cut cooling's energy overhead (PUE toward ~1.1), enabled waste-heat reuse (Nordic campuses warm districts with it), and changed water politics — closed loops like Fairwater's fill once, answering the headlines about thirsty data centers. It also minted a stock-market sector: the cooling and thermal names on our Stocks page barely existed as an AI category in 2022.

7 旅程下一站 The Power Problem Every AI answer costs electricity, and AI is growing so fast that companies are restarting old power plants just to feed it.

更多内容 系统与设施

Inside an AI Data Center 阅读 → Where Data Centers Go (and Why) 阅读 → Networks: How 100,000 GPUs Become One Computer 阅读 → Neoclouds: The GPU Landlords 阅读 →