AI数据中心的电力危机与家庭能源新协议 TED 2026-09-24

AI数据中心的电力危机与家庭能源新协议

关键字 virtual-power-plant energy-grid data-center clean-energy
5 节

电网承压与账单失衡:三十年能源默契的破裂

当你拆开最近的电费账单时,很可能会察觉到支出比以往大幅增加。这绝非错觉,节节攀升的账单背后,是你所生活的社区电网正在承受难以负荷的重压,而造成这一压力的主要源头之一正是人工智能数据中心(AI Data Centers)。科技巨头凭借AI获取巨额利润,而普通公众却在承担水涨船高的用电成本。如果你对这种现状感到不公、焦虑甚至愤怒,这完全是合情合理的。

在全美范围内,民生层面的经济压力已经非常严峻:十分之九的美国工薪阶层表示收入几乎停滞不前,难以追赶飞涨的生活成本;过去五年间,全美能源开支暴涨了40%,三分之一的家庭每月都在为支付电费而挣扎。在西弗吉尼亚州的某些地区,家庭电费支出甚至已经与房屋抵押贷款(Mortgage: 购房借款月供)不相上下——这意味着一个普通家庭用于冬季供暖和夏季制冷的能源开销,竟然赶上了拥有房产本身的成本。

长达三十年的时间里,美国能源系统维系着一种默契的双轨结构:

  • 供给端(Supply):由戴着安全帽的工人建造矗立在地表的大型钢筋火电厂或核电厂,并在普通大众鲜有机会参与的剪彩仪式上由西装革履的管理层庆祝落成;
  • 需求端(Demand):由我们每个家庭按需用电,并在每月账单中分摊供给端电厂的巨额基础设施建设成本。

在这三十年间,能源单价虽有小幅波动,但全社会的用电总量基本维持平稳。普通人通常不会深究背后的分配逻辑,只是坐在餐桌前按时付清账单。然而,这种各司其职的平衡在五年前彻底瓦解了。

英文原文

When you open your power bills these days, do you notice they're a lot higher than they used to be? Behind that climbing bill of yours is a straining energy grid where you live, and very likely, one major source of that strain are AI data centers, helping tech companies profit while you pay more. If you think about that for a second, it's kind of a crazy deal. And if it makes you angry, or if the whole deal around AI makes you uncertain or worried, you certainly are not alone. I'm Ari Matusiak, and I'm part of a talented team that spends its time working to rewire America's energy system. And we believe we have a fix. One that cuts a new and better deal for you, your family and your community. A deal that's built on our shared power.

Nine out of 10 workers in America say that their incomes have barely budged, and they can't keep up with the cost of living. Energy costs are up 40 percent over the last five years. One in three households in America say that they are struggling to pay that power bill every month. In parts of West Virginia, that power bill rivals the mortgage. Think about that. What it costs some American families to heat and cool their homes is the same as what it costs them to own their home.

The American energy system has traditionally had two sides. On the one side, supply. Giant steel-in-the-ground power plants built by people in hard hats, celebrated by people in suits, at ribbon cutting-ceremonies that you're probably not invited to. On the other side, demand. All of us, paying for the energy that we need and contributing our share to the infrastructure costs over there to produce it. For 30 years, that was basically the deal. The price of energy went up some. The amount of energy we all use stayed basically the same. And really, none of us ever thought about it. We just sat at our kitchen tables and paid that bill.

算力饥渴与基建挤占:270吉瓦背后的全球军备竞赛

五年前打破这一平衡的根本力量,正是席卷全球的AI浪潮。目前,全美正在规划或在建的AI数据中心超过3400个,其总用电需求高达270吉瓦(Gigawatt: 功率单位,1吉瓦等于10亿瓦特)。270吉瓦是一个极其庞大的天文数字:它足以支撑全美整整三分之二的家庭全天候、不间断地用电,甚至包括无限畅看流媒体视频;更严峻的是,仅在过去一年中,AI产业的预期电力需求就翻了近三倍。这导致现有的电网系统被塞入了海量超额负荷,而它当初的设计根本无法承载如此庞大的需求。

如果按照现有的路径继续演进,其本质就是强迫普通居民通过每月的家庭账单,去全额资助一场规模堪比美国州际公路系统的超级基础设施大扩建——但新建电网输送的庞大能量绝大部分流向了AI数据中心,而非居民家庭。与此同时,居民自身的家庭设施却在不断老化:老旧锅炉濒临报废,热水器随时可能停转,一次异常严酷的寒冬或酷暑就会带来一笔毫无预算准备的高额维修账单。

面对这种不合理的利益分配机制,全美各地的社区开始自发反抗:禁令、抗议接连不断,导致价值数百亿美元的AI数据中心项目被迫取消或无限期搁置。然而,科技巨头深处一场志在必得的全球AI军备竞赛中,为了拿下维持算力优势所需的电力,他们几乎不计一切成本,也不在乎电力来自何方,唯一的硬性要求就是速度与规模。由于新建一座传统大型电厂通常需要5到7年之久,为了争夺时间,甚至有科技公司直接收购退役的波音747客机喷气发动机,将其爆改为空陆两用燃气轮机,24小时不间断轰鸣发电。这种极端疯狂的做法不仅破坏社区环境,也证明整个系统亟待寻找更理性的出路。

英文原文

But then, five years ago, it broke. Energy demand surged. And one main reason? AI. Right now, there are over 3,400 AI data centers underway or planned in the United States, needing 270 gigawatts of power. What's a gigawatt? Well it’s a unit of energy -- but like a lot of energy. To put it in perspective, those 270 gigawatts are enough to power two out of three homes in America all day, every day, as much Netflix as you want. And the projected demand for AI power just keeps going up. It's almost tripled in the last year alone. And so now we have this situation where we have power for all of us and power for all of that on a system that wasn't designed to support it. It's a mess.

And if we keep going the same way, this mess will mean that you fund one of the largest buildouts of infrastructure in American history -- comparable to the interstate highway system -- on your bill every month. Except it will be going to all of that, not to you. Meanwhile, your furnace is getting older, your water heater is about to give out, you are one hard winter or hot summer away from a repair bill you didn't budget for.

Not surprisingly, people do not like this deal. And all across the country, communities are fighting back. Bans, protests, tens of billions of dollars of AI data-center projects canceled or delayed. And still, these companies are pushing for more power -- because they need it. And that is our big shared opportunity.

The thing to remember about these AI tech companies is that they are in a global race, that they intend to win, and they will pay almost whatever it costs for the power that they need to win that race. They don't really care where the power comes from, they just need it fast and at scale. And so they're already investing in those power plant projects, but they take five to seven years to build. So to get power faster, some of these companies are literally buying old 747 jet engines and converting them into turbines to generate electricity 24/7. Jet engines. Gets me every time. Imagine a whole batch of those things blasting away in your community. There's got to be a better way than that.

本土能源逆向重构:将电厂预算转化为家庭资产

既然科技公司亟需电力且具备雄厚资本,而居民迫切需要降低能源支出,解决方案便在于通过本土能源升级(Homegrown Energy: 利用分布式家庭设备自主产能与储能)重构供需链条。具体包括:在家庭屋顶铺设光伏板、更换高效热泵(Heat Pump: 一种高能效电气化供暖和制冷系统)、淘汰高耗能的老旧空调、锅炉与电热水器,在车库与家电端安装储能电池,并通过智能软件将街坊邻里的系统联成网络,反向为公共电网提供柔性电力。在全国层面上,这类家庭端升级足以提供数据中心所需270吉瓦中的100吉瓦,占到总需求的三分之一以上。通过就地发电、就地储能与提升能效,居民不仅为电网腾出了支撑新增负荷的冗余空间,更能直接压低自身账单。

在现行的博弈模式下,科技公司通常会向地方承诺“自带电力”,例如规划一座200兆瓦的数据中心,企业可能会投入5亿至10亿美元用于电网扩容,外加1000万至5000万美元的社区效益协议(Community Benefit Agreement: 开发者与社区达成的投资补偿承诺)。然而,这种传统路径并未触及既有电网负担过重、老旧设备持续推高居民账单的痛点,居民每月的实际开销依然没有丝毫下降。

我们提议建立一套全新的商业合作协议:

  1. 资金流向逆转:科技巨头不再将数亿乃至数十亿美元沉淀在建造耗时数年的单一集中式电厂上,而是将这笔资本直接注入周边社区的家庭设备改造基金;
  2. 分布式产能聚合:以一个拥有5万户家庭的城镇为例,为居民安装屋顶光伏、电池与热泵,聚合起来同样能够向电网输出等效的200兆瓦电力;
  3. 交付周期优势:分布式改造无需长达5至7年的电厂审批与建设期,下周即可开工进场,1至2年内即可全面并网,完美匹配了科技公司对“快速获取电力”的刚性需求;
  4. 监管与社会准入:由于整个投资实质上转化为普惠的民生资产,企业同样能获得公用事业监管机构的投资信用额度,同时大幅降低项目的社区阻力,促成项目顺利获批。
英文原文

Well imagine that these tech companies could get some of the power that they need from simple home upgrades: solar on your rooftop, heat pumps, swapping out air conditioners, furnaces, water heaters, batteries in your garage and in your appliances and software that connects you and your neighbor's homes together to provide power back to the grid. Nationally, households could provide 100 gigawatts of the 270 gigawatts that are needed for these data centers. More than a third. How? Because through those upgrades we are making and storing our own power and using less of it overall, creating space on the grid for more demand while reducing your energy bill, not raising it. And who has the money for those homegrown energy upgrades? The tech companies that need their power right now.

In response to the backlash, tech companies and elected officials across the political spectrum have said that these AI data center projects will bring their own power. They'll pay for what they need, not you. How does that work? Well take it to your hometown. Imagine a tech company coming in and wanting to build a 200-megawatt data center. For a project of that size, they might spend a half a billion, a billion dollars or more for the power that they need. But to get the project approved, they will likely also negotiate a community benefit agreement -- another $10 million or $50 million on top. Investing in programs in the community that you and your family can benefit from. Sounds pretty good. Does it solve the problem? No, because this is about new power, not fixing the mess that you're already paying for. So your bill stays exactly the same.

And that's why we propose cutting a new deal. Imagine this. You get a notice from your utility: 70 percent off of new appliances. Remember that old water heater? Your contractor comes and replaces it with a new, efficient heat pump for a couple hundred bucks instead of a couple thousand. How does that work? Well the tech company takes the half a billion dollars, the billion dollars or more that they otherwise would have invested and puts it into you and your neighbor's homes instead. Rooftop solar, batteries, heat pumps -- across 50,000 households in your town -- we estimate would generate that same 200 megawatts of power. And this could be the new deal.

And guess what? It turns out it gives the tech companies what they need and want too: speed to power. Because those upgrades, they can start next week, and they'll be done in a year or two years, not five to seven. The company gets the same credit that they would from a utility or regulator for making that investment, as they would if they put it into a new power plant. And because the whole investment is a community benefit, it's more likely to get accepted and built in the first place. It's a better deal for them.

虚拟电厂与普惠集采:破解落地可行性与电网顾虑

对于普通居民和邻里而言,这一协议带来了实打实的资产所有权和经济利益:居民能够以极低折扣甚至免费获得全新高能效硬件,测算显示这类家庭升级每年可为每户节省高达2000美元的电费支出。整个机制运作类似于一个社区专项互助基金:科技公司负责注入改造资金,居民根据各自的经济条件与需求享受差异化折扣——最需要经济扶助的低收入家庭可获得最高比例的补贴,没有任何人需要全额自费。这种“全员参与、抱团集采”的模式如同一家能源领域的开市客(Costco),庞大的家庭聚合基数促使设备制造商和施工承包商愿意给出大幅批发折扣,形成多方共赢的规模效应。

在实际执行层面,这一构想并非空中楼阁,公众对于落地的主要疑虑均有充分的数据与机制支撑:

  • 居民升级意愿是否足够? 现实中家庭设备更替需求极为庞大:全美每年有近800万家庭主动更换冷暖空调机组,采购数百万台备用发电机与储能电池,更有50万户家庭自掏腰包安装屋顶光伏;
  • 全面推广热泵是否会反向加重电网负荷? 在美国绝大多数地区,电网过载最严重的时期在夏季,使用高效热泵替代高耗能的老旧空调,在夏季制冷高峰期反而能显著降低电网负荷;
  • 行政审批许可费用由谁承担? 一切合规审批费用均由科技公司全额承担,与其投资传统电厂的标准完全一致;
  • 设备故障维修由谁负责? 设备由居民完全拥有,附带正规商业质保和售后服务专线,由原厂和专业承包商提供维修保障;
  • 技术架构是否成熟? 当前全美已有数百个由普通家庭聚合而成的虚拟电厂(Virtual Power Plant: 通过先进物联网软件将分布式储能、光伏与柔性负荷聚合调控的虚拟电网系统)网络正在稳定运行,累计向公共电网反向输送的电量已突破30吉瓦。
英文原文

For you and your neighbors? You get free or heavily discounted equipment that you own. We found that those upgrades can save you up to $2,000 per year on your energy bills. Think of it like a community fund. The tech company puts the money in, you and your neighbors take the discount out based on your need. Not first-come, first-served, not who negotiates the hardest, [it’s for] everybody, according to their needs. Families that need the most support? They get the biggest discount. Nobody’s paying full price, and nobody’s doing this alone. We're all in this together, participating. And because we're all in this together, participating, and that fund is sized to a number of households, manufacturers and contractors are willing to give discounts, too, because they're getting a lot of new business out of the deal. It's like Costco, but for energy. Homegrown energy.

Is that even going to work? I mean, how many people get appliances? Well, it turns out, a lot of people get appliances. Nearly eight million Americans swap out their heating and cooling units every year. We buy millions of backup generators and batteries every year. Half a million households get rooftop solar, all on our own, with our own money. OK, but maybe you have other questions like, won't heat pumps add demand to the grid, for example? Sometimes, yes. But it turns out that in most of the country, the grid is the most strained in the summer, so replacing an inefficient air conditioner with an efficient heat pump lowers the demand on the grid. Who pays for the permits? Not you. That's the tech company. Same as they would for a power plant. Who fixes the equipment if it breaks? Well you do, because it’s your equipment, you own it, and it comes with a warranty and a number to call. Can this even work? Yes. There are already hundreds of networks around the country of households that are organized into what are called virtual power plants, putting 30 gigawatts of power or more back to the grid.

社区行动与权力重夺:在AI浪潮中主导未来的规则

尽管本土能源系统在技术上已完全可行,但要在全社会广泛普及,必须依靠广大社区主动去争取并推动制度落地。目前立法先例已经显现:新泽西州州长谢丽尔(Governor Sherrill)刚刚签署了全美最具突破性的法案之一,在法律层面上扫清了科技企业从普通家庭获取电力的制度障碍;纽约州和弗吉尼亚州也在加速跟进。这种全国范围的巨变,为彻底重塑底层能源分配机制提供了千载难逢的历史机遇。

如果你的社区正在规划或建设数据中心,公众应当团结起来展示自身的话语权,将“强制投资居民家庭能源升级”设定为科技企业进入社区的刚性准入门槛。推动这一变革可分为三步行动:

  1. 公开积极发声(Speak up):在Nextdoor、TikTok等各类社交平台上看到关于数据中心项目的讨论时,积极跟帖互动,向邻里普及本土能源与家庭改造的概念,将其推向公共舆论的核心;
  2. 凝聚社区阵线(Rally your community):不要被动等待科技企业带着单方面协议找上门,而应联合邻里主动出击,在市政听证会上坚持以家庭能源投资作为准入条件;
  3. 保持长效势能(Keep the momentum going):一旦协议达成,居民应积极申领设备完成升级,并将成功经验向外扩散,激励更多社区效仿跟进。

采取这些行动不仅能够大幅削减家庭账单开支,造福社区与生态环境,更深层的意义在于:在波澜壮阔的AI变革叙事中,普通人不再是被动接受未来安排的牺牲者,而是能够掌握话语权、共同书写历史发展规则的参与者。这正是属于我们每个人的共享力量。

英文原文

OK, so it will work. But the reality is, this is a deal we have to go get done. Homegrown energy doesn't exist today, but I'm confident that it's coming. Governor Sherrill in New Jersey, she just signed one of the most robust laws in the country that makes it possible for tech companies to get their power from households. New York and Virginia are right behind her -- your state, your community could be next. And so the scale of it all creates an opportunity to rewire the system and make the deal work for all of us. And we should take that opportunity.

So if a data center is underway or planned in your community, you and your neighbors can flex your power and say that investing in you is the threshold for entry, the baseline. How do you do that? Three simple ways. Speak up. If you see your neighbors on Nextdoor or on TikTok or whatever social, talking about that data center project, reply to that post. Tell them about homegrown energy and make it the conversation. Rally your community. Don't wait for the company to come to you with a deal. Go to them together and insist that this is the deal. Maybe you don't want to be the one that goes to the town hall meeting. I get that. But let’s be honest -- we all know the person who does want to go. So send them. (Laughter) And then, keep the momentum going. When you win the deal, use it. Have your neighbors use it, and then share what you and your neighbors accomplish with your network so that communities across the country can be inspired by your example and follow suit.

Why would you do any of this? Maybe because it'll save you a bunch of money on your bills. Because it’s better for the community and it is certainly better for our planet. And for once in this AI story, instead of feeling like the future is happening to us, we get to have a say in how the next chapter goes. That's shared power, our power, in plain sight. And each of us, our communities and America, deserve nothing less. Thank you. (Applause)