Liquid Cooling and AI Data Center Daily | 2026-08-17
A daily English mirror of liquid cooling, AI data center efficiency, research papers, products, policy, financing, and supply-chain signals.
1. Executive brief
This English edition mirrors the same public-source dataset used by the Chinese daily report for 2026-08-17.
- Collection window: 2026-08-16 08:00 北京时间 - 2026-08-17 08:00 北京时间.
- Coverage snapshot: 8 industry items; 3 technology items; 8 paper or white-paper items; 8 video signals.
- Current hot topics: 电力并网与能源约束, 智算中心 CapEx/扩建, AI 芯片供给与交付, 液冷路线（冷板/浸没/两相）.
- The heat score is 10/10 and should be read as a source-density signal, not as an investment indicator.
All claims should be verified against the original source links listed at the end of this report.
Academic and Industry Briefs
Papers, videos, industry updates, policy, financing, and projects are compressed into scannable tags with a title, summary, and source link.
Academic
Research papers, methods, research-oriented videos, and academic signals.
Zero-change foundry compatible silicon photonics MEMS optical switch
Large-scale photonic switches are emerging as essential devices for energy
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Zero-change foundry compatible silicon photonics MEMS optical switch
- Published
- 2026-08-04
- Authors
- Arkadev Roy, Daniel Klawson, Jianheng Luo, Yiyang Zhi, Sirui Tang, Ming Wu
- Theme
- 热管理与液冷
Abstract
Large-scale photonic switches are emerging as essential devices for energy
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用文献摘要中的模型、实验或案例分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Arkadev Roy, Daniel Klawson, Jianheng Luo, 等. Zero-change foundry compatible silicon photonics MEMS optical switch[J/OL]. (2026-08-04)[2026-08-17]. https://arxiv.org/abs/2608.03146.
AIDC Microgrid Vulnerability Assessment Under Computing-Power Coordinated…
The rapid growth of large language model (LLM) services is accelerating the expansion of AI
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AIDC Microgrid Vulnerability Assessment Under Computing-Power Coordinated Attacks
- Published
- 2026-08-11
- Authors
- Ze Yu, Hongwei Zhen, Chao Shen, Mingyang Sun
- Theme
- 算电协同
Abstract
The rapid growth of large language model (LLM) services is accelerating the expansion of AI
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，算力负载与电网侧资源的协同调度正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用仿真建模和情景分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向AI 负载波动对电网设备寿命和调频边界的影响。意义：对日报读者而言，它可用于判断智算中心建设是否受电网容量、负载波动和调度机制约束。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Ze Yu, Hongwei Zhen, Chao Shen, 等. AIDC Microgrid Vulnerability Assessment Under Computing-Power Coordinated Attacks[J/OL]. (2026-08-11)[2026-08-17]. https://arxiv.org/abs/2608.10645.
Classical Reversible Computation by Quantum Coherence
Rising energy
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Classical Reversible Computation by Quantum Coherence
- Published
- 2026-07-20
- Authors
- Daniel Loss
- Theme
- 热管理与液冷
Abstract
Rising energy
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用文献摘要中的模型、实验或案例分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Daniel Loss. Classical Reversible Computation by Quantum Coherence[J/OL]. (2026-07-20)[2026-08-17]. https://arxiv.org/abs/2607.06219.
A Phased Development Framework Enabling Islanded Operation of Sustainable…
As hyperscale and colocation AI
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A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures
- Published
- 2026-07-19
- Authors
- Soham Ghosh, Nabil Mohammed, Mohammad Ashraf Hossain Sadi
- Theme
- 算电协同
Abstract
As hyperscale and colocation AI
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，算力负载与电网侧资源的协同调度正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用框架构建和频域/系统级分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向AI 负载波动对电网设备寿命和调频边界的影响。意义：对日报读者而言，它可用于判断智算中心建设是否受电网容量、负载波动和调度机制约束。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Soham Ghosh, Nabil Mohammed, Mohammad Ashraf Hossain Sadi. A Phased Development Framework Enabling Islanded Operation of Sustainable AI Data Centers With Onsite Grid-Following and Grid-Forming Energy Architectures[J/OL]. (2026-07-19)[2026-08-17]. https://arxiv.org/abs/2607.17391.
ClusterBench: A Framework for Cluster-Wide Continuous Benchmarking and Re…
Data
Expand
ClusterBench: A Framework for Cluster-Wide Continuous Benchmarking and Regression Testing
- Published
- 2026-08-11
- Authors
- Aditya Ujeniya, Jan Eitzinger, Thomas Gruber, Georg Hager, Gerhard Wellein
- Theme
- 热管理与液冷
Abstract
Data
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用框架构建和频域/系统级分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Aditya Ujeniya, Jan Eitzinger, Thomas Gruber, 等. ClusterBench: A Framework for Cluster-Wide Continuous Benchmarking and Regression Testing[J/OL]. (2026-08-11)[2026-08-17]. https://arxiv.org/abs/2608.10956.
Towards Terabit/$λ$/s Multidimensional Silicon Photonic Engine
Increasing artificial intelligence ( AI
Expand
Towards Terabit/$λ$/s Multidimensional Silicon Photonic Engine
- Published
- 2026-08-12
- Authors
- Hao Chen, Zengqi Chen, Wu Zhou, Kaihang Lu, Mingyuan Zhang, Yuxiang Yin, Yiou Cui, Chaoran Huang
- Theme
- 热管理与液冷
Abstract
Increasing artificial intelligence ( AI
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用文献摘要中的模型、实验或案例分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Hao Chen, Zengqi Chen, Wu Zhou, 等. Towards Terabit/$λ$/s Multidimensional Silicon Photonic Engine[J/OL]. (2026-08-12)[2026-08-17]. https://arxiv.org/abs/2608.11639.
Planning Waste-to- Energy -Coupled AI Data Centers Through Grade-Matched …
AI
Expand
Planning Waste-to- Energy -Coupled AI Data Centers Through Grade-Matched Cooling and Corridor Screening
- Published
- 2026-07-28
- Authors
- Qi He, Chunyu Qu, Wenjie Zuo
- Theme
- 热管理与液冷
Abstract
AI
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用文献摘要中的模型、实验或案例分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Qi He, Chunyu Qu, Wenjie Zuo. Planning Waste-to- Energy -Coupled AI Data Centers Through Grade-Matched Cooling and Corridor Screening[J/OL]. (2026-07-28)[2026-08-17]. https://arxiv.org/abs/2607.26324.
A Theory of Probabilistic Power Provisioning for Data Centers with Distri…
The growing power demands and variability of AI
Expand
A Theory of Probabilistic Power Provisioning for Data Centers with Distributed Energy Storage
- Published
- 2026-08-13
- Authors
- Can Emre Koksal, Richard A. Barry, Artun Sel
- Theme
- 热管理与液冷
Abstract
The growing power demands and variability of AI
Chinese interpretation
背景：AI 数据中心负载、功率密度和能源约束同步上升，液冷、热管理和数据中心能效正在成为智算中心设计的关键变量。问题：论文聚焦现有方案在效率、可靠性或工程协同上的瓶颈。方法：摘要显示作者采用文献摘要中的模型、实验或案例分析，把运行负载、冷却/能源系统和基础设施约束放在同一分析框架中。结果：研究重点指向冷却效率、能源利用或运维策略的改进方向。意义：对日报读者而言，它可用于判断液冷方案、热管理路线和高密度部署节奏。仍需结合全文实验条件、样本范围和成本假设核验。
Reference
Can Emre Koksal, Richard A. Barry, Artun Sel. A Theory of Probabilistic Power Provisioning for Data Centers with Distributed Energy Storage[J/OL]. (2026-08-13)[2026-08-17]. https://arxiv.org/abs/2608.12993.
The 200 Gigawatt Bottleneck Threatening AI #AI #DataCenter #Semiconductor…
AsiaAI-FYI · Query: AI data center energy conference keynote。Useful as technical or research context.
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The AI Infrastructure Utility | Wade Vinson, NVIDIA | DCAC Live 2025 Keyn…
Data Center Anti-Conference · Query: AI data center energy conference keynote。Useful as technical or research context.
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Webinar: Data Centre Liquid Cooling Technology
Park Place Technologies · Query: data center liquid cooling conference presentation。Useful as technical or research context.
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AI Is Driving a New Energy Boom ⚡🤖
Behind the Everyday · Query: AI data center energy conference keynote。Useful as technical or research context.
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AI+Photonics Founder & Funder Summit: Future Date Center Tech
foothill ventures · Query: AI data center energy conference keynote。Useful as technical or research context.
Expand
Competitive Online Peak-Demand Minimization using Energy Storage
Cambridge Energy and Environment Group · Query: ACM SIGEnergy data center energy talk。Useful as technical or research context.
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电力并网与能源约束
Same-source item from the Chinese report. Verify details against the original linked source: 电力并网与能源约束
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智算中心 CapEx/扩建
Same-source item from the Chinese report. Verify details against the original linked source: 智算中心 CapEx/扩建
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AI 芯片供给与交付
Same-source item from the Chinese report. Verify details against the original linked source: AI 芯片供给与交付
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Industry
Industry news, products, policy, financing, projects, and market-oriented videos.
电力与能源约束观察：NVIDIA Blog 发布相关报道（原文标题：Why Scaling AI Compute Performance Requ…
Same-source item from the Chinese report. Verify details against the original linked source: 电力与能源约束观察：NVIDIA Blog 发布相关报道（原文标题：Why …
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数据中心产业动态：Data Center Dynamics 发布相关报道（原文标题：Are orbital AI data centers the…
Same-source item from the Chinese report. Verify details against the original linked source: 数据中心产业动态：Data Center Dynamics 发布相关报道（原…
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数据中心产业动态：Data Center Dynamics 发布相关报道，涉及 64MW、48MW（原文标题：Data center spanni…
Same-source item from the Chinese report. Verify details against the original linked source: 数据中心产业动态：Data Center Dynamics 发布相关报道，涉…
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数据中心产业动态：Data Center Dynamics 发布相关报道（原文标题：Data center-related threats mad…
Same-source item from the Chinese report. Verify details against the original linked source: 数据中心产业动态：Data Center Dynamics 发布相关报道（原…
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数据中心产业动态：Data Center Dynamics 发布相关报道（原文标题：In the era of AI, data center s…
Same-source item from the Chinese report. Verify details against the original linked source: 数据中心产业动态：Data Center Dynamics 发布相关报道（原…
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AI 算力基础设施动态：The Register 发布相关报道，涉及 1 GW（原文标题：Rent-a-GPU outfit Nebius pro…
Same-source item from the Chinese report. Verify details against the original linked source: AI 算力基础设施动态：The Register 发布相关报道，涉及 1 G…
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数据中心产业动态：Data Center Knowledge 发布相关报道（原文标题：Land Banking Explained: A Nove…
Same-source item from the Chinese report. Verify details against the original linked source: 数据中心产业动态：Data Center Knowledge 发布相关报道（…
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液冷与热管理进展：Data Center Dynamics 发布相关报道（原文标题：Malaysia to launch palm oil-bas…
Same-source item from the Chinese report. Verify details against the original linked source: 液冷与热管理进展：Data Center Dynamics 发布相关报道（原…
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技术与产品进展：Data Center Dynamics 发布相关报道（原文标题：Naver invests in US offshore wav…
Same-source item from the Chinese report. Verify details against the original linked source: 技术与产品进展：Data Center Dynamics 发布相关报道（原文…
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投融资、财报或公司动态：Data Center Dynamics 发布相关报道（原文标题：Data center planned for subu…
Same-source item from the Chinese report. Verify details against the original linked source: 投融资、财报或公司动态：Data Center Dynamics 发布相关报…
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投融资、财报或公司动态：Data Center Dynamics 发布相关报道（原文标题：CVC DIF acquires German data…
Same-source item from the Chinese report. Verify details against the original linked source: 投融资、财报或公司动态：Data Center Dynamics 发布相关报…
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电力与能源约束观察：HPCwire 发布相关报道（原文标题：Siemens and Reinhausen Develop Direct Curre…
Same-source item from the Chinese report. Verify details against the original linked source: 电力与能源约束观察：HPCwire 发布相关报道（原文标题：Siemens …
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2024 ASHRAE Webinar: Adiabatic Solutions for Data Centers
Condair USA/CA · Query: ASHRAE data center cooling webinar。Useful for product, market, or deployment context.
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ASHRAE Ireland Technical Webinar - Efficiency in Data Center's Cooling Sy…
ASHRAE Ireland · Query: ASHRAE data center cooling webinar。Useful for product, market, or deployment context.
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产业热度指数 10/10
Same-source item from the Chinese report. Verify details against the original linked source: 产业热度指数 10/10
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4. Video signals
The 200 Gigawatt Bottleneck Threatening AI #AI #DataCenter #Semiconductors #TechNews
学术会议报告 · AsiaAI-FYI · Query: AI data center energy conference keynote
Open on YouTubeThe AI Infrastructure Utility | Wade Vinson, NVIDIA | DCAC Live 2025 Keynote
学术会议报告 · Data Center Anti-Conference · Query: AI data center energy conference keynote
Open on YouTubeWebinar: Data Centre Liquid Cooling Technology
学术会议报告 · Park Place Technologies · Query: data center liquid cooling conference presentation
Open on YouTube2024 ASHRAE Webinar: Adiabatic Solutions for Data Centers
标准组织讲座 · Condair USA/CA · Query: ASHRAE data center cooling webinar
Open on YouTubeAI Is Driving a New Energy Boom ⚡🤖
学术会议报告 · Behind the Everyday · Query: AI data center energy conference keynote
Open on YouTubeAI+Photonics Founder & Funder Summit: Future Date Center Tech
学术会议报告 · foothill ventures · Query: AI data center energy conference keynote
Open on YouTubeASHRAE Ireland Technical Webinar - Efficiency in Data Center's Cooling System - How To?
标准组织讲座 · ASHRAE Ireland · Query: ASHRAE data center cooling webinar
Open on YouTubeCompetitive Online Peak-Demand Minimization using Energy Storage
学术讲座 · Cambridge Energy and Environment Group · Query: ACM SIGEnergy data center energy talk
Open on YouTubeSources
Collection notes
- 公开 RSS/Atom：ServeTheHome：未检索到符合条件的高相关条目。
- 论文池：已从本地论文池读取 22 条候选；池更新时间 2026-08-17 08:11。
- When optional automation services are unavailable, this page uses traceable public sources and conservative rule-based summaries only; unverifiable facts are not filled in.