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多家企业正采用 NVIDIA DSX AI Factory 平台，将电网、设施与算力统一规划仿真运行，以突破 AI 数据中心面临的电力瓶颈。GE Vernova、Hitachi Energy、Schneider Electric、Siemens Energy 等公司与 NVIDIA 合作，推动电网感知的电源架构与数字孪生方案。
微软退出了与Nscale合作的埃塞克斯郡Loughton AI数据中心项目，Nscale表示仍在探索替代电力来源并继续推进该20亿英镑项目，双方在挪威、葡萄牙和美国的合作不受影响。
Flex CEO Revathi Advaithi warned at Fortune's Most Powerful Women Summit that America's outdated power grid and slow approval processes could bottleneck AI progress, arguing that without scaled energy infrastructure, frontier models and semiconductors won't matter.
Exploring the AI energy paradox: Google's per-query AI energy consumption dropped 33x year-over-year to 0.24 watt-hours, yet its total electricity usage surged 37%. The IEA projects global data center power consumption to double by 2030, GE Vernova's gas turbine orders are booked through 2031, and large users waiting to connect to the Texas grid total 474 GW.
Explains how a July 2026 Virginia data center incident caused a 3,900 MW load drop on the PJM grid, arguing the core problem is synchronized GPU training jitter rather than raw AI power consumption, citing an arXiv paper from Microsoft, OpenAI and NVIDIA.
Notes from the 9th E.DSO–EE-ISAC–ENCS–ENISA Cybersecurity Forum highlight the unregulated cybersecurity risks of domestically managed solar inverters, heat pumps, and home batteries controlled by weakly secured non-European clouds, which could enable large-scale grid disruption via ransomware or hybrid attacks.
德州暂停了数据中心项目审批，大型用电项目的并网排队规模从2024年底的63GW飙升至474GW，是当地历史峰值需求的5倍以上，其中约90%来自数据中心。
The next bottleneck in the AI race may be electricity rather than chips: the U.S. power grid plans to add 86GW this year (mostly solar, battery storage, and wind, with zero new nuclear), while AI labs' planned demand reaches hundreds of GW, per an a16z analysis.
Oracle's Wisconsin AI datacenter, Project Lighthouse, faces potential delays beyond its 2027 target as the transmission grid connection awaits regulatory approval from the Public Service Commission of Wisconsin, with researchers warning of slippage similar to issues around its New Mexico Project Jupiter.
CommonGrid is an open-source, community-maintained registry of U.S. power grid data, offering a connected graph of utilities, power plants, and infrastructure under an open license.
OpenAI has engaged in discussions with top power companies to address methods for securing the electrical grid, highlighting the growing intersection of AI and critical infrastructure.
The article discusses how power grid architecture failures pose a significant challenge for AI data centers, citing outages in Virginia and advocating for redesigns to handle high-density, volatile AI loads.
German police found suspected launch devices near the Weisweiler power plant, connected to a man who allegedly claimed responsibility for multiple sabotage attempts on Germany's electricity infrastructure.
The UK power grid is congested with speculative data center projects, prompting Ofgem to propose nonrefundable deposits and proof of funding to clear the queue, balancing AI growth with grid planning.
Data centers are driving the adoption of solid-state power transformers, which offer advantages like smaller size, mass production, and efficient AC/DC conversion for AI infrastructure. This technology could help meet surging electricity demand and modernize power grids.
OpenAI's 8-GW AI campus project in Ohio aims to create 35,000 construction jobs and 2,500 operating jobs with community grants, but emphasizes the need for enforceable local agreements on issues like power costs and environmental monitoring.
OpenAI paused frontier training for two weeks due to security hardening, increasing monitoring overhead by 20%, while Anthropic raised its misalignment risk rating and reported doubled revenue. Data centers face power curtailment threats, and Unitree Robotics surged 629% on its Shanghai IPO debut.
Texas, once seen as favorable for AI data centers, is now imposing audits on new facilities to evaluate their impact on electricity, water, and bills.
Australia's subsidized home battery program has installed over 500,000 batteries, cutting wholesale power prices by roughly half and reducing reliance on fossil fuel plants.
Virginia's State Corporation Commission ordered data centers to pay for dedicated new electric infrastructure, aiming to shield ratepayers from rising energy costs. Governor Abigail Spanberger supports the measure, which could save residents hundreds of millions of dollars.