{"id":78783,"date":"2026-02-25T13:06:19","date_gmt":"2026-02-25T18:06:19","guid":{"rendered":"https:\/\/landartgenerator.org\/blagi\/?p=78783"},"modified":"2026-04-01T20:37:32","modified_gmt":"2026-04-02T00:37:32","slug":"powering-data-centers-with-solar-wind-and-batteries","status":"publish","type":"post","link":"https:\/\/landartgenerator.org\/blagi\/archives\/78783","title":{"rendered":"Powering Data Centers with Solar, Wind, and Batteries"},"content":{"rendered":"<h4>How to Power a 2.2 GW A.I. Data Center with Solar Wind &#038; Batteries Alone<\/h4>\n<p>There are many ways to power a data center. One of our favorites is the <a href=\"https:\/\/www.rewiringamerica.org\/research\/homegrown-energy-report-ai-data-center-demand\" rel=\"noopener\" target=\"_blank\">Homegrown Energy<\/a> proposal by Rewiring America. But what if we want to meet the growth in demand from data centers one-to-one with reliable 24\/7 renewable energy? How would we go about doing that? Because we do need to decarbonize our economy after all.<\/p>\n<p>What if you want to power a hyperscale data center without resorting to coal or gas, and you don&#8217;t have a <a href=\"https:\/\/www.npr.org\/2024\/09\/20\/nx-s1-5120581\/three-mile-island-nuclear-power-plant-microsoft-ai\" rel=\"noopener\" target=\"_blank\">mothballed nuclear power plant<\/a> to fire back up?<\/p>\n<figure id=\"attachment_78815\" aria-describedby=\"caption-attachment-78815\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers.pdf\" target=\"blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-1024x1024.jpg\" alt=\"&quot;How to Power a 2.2 GW A.I. Data Center with Solar Wind &amp; Batteries Alone,&quot; an information graphic by the Land Art Generator Initiative. The image shows the land area that would be required to build out the 11.5 GW of solar and wind nameplate capacity to supply reliable power to Amazon&#039;s Project Rainier, the 2.2 GW data center in northern Indiana.\" width=\"840\" height=\"840\" class=\"size-large wp-image-78815\" srcset=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-1024x1024.jpg 1024w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-500x500.jpg 500w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-150x150.jpg 150w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-768x768.jpg 768w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-1536x1536.jpg 1536w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-2048x2048.jpg 2048w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-350x350.jpg 350w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2-348x348.jpg 348w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers-2.jpg 2500w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><\/a><figcaption id=\"caption-attachment-78815\" class=\"wp-caption-text\">&#8220;How to Power a 2.2 GW A.I. Data Center with Solar Wind &#038; Batteries Alone,&#8221; an information graphic by the Land Art Generator Initiative. The image shows the land area that would be required to build out the 11.5 GW of solar and wind nameplate capacity to supply reliable power to Amazon&#8217;s Project Rainier, the 2.2 GW data center in northern Indiana. Click on the image for a <a href=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Carbon-Free-Data-Centers.pdf\" target=\"blank\" rel=\"noopener\">full-resolution PDF version<\/a>.<\/figcaption><\/figure>\n<h4>Carbon-Free Data Centers<\/h4>\n<p>On the western edge of South Bend, Indiana, Amazon Web Services is building <a href=\"https:\/\/www.aboutamazon.com\/news\/aws\/aws-project-rainier-ai-trainium-chips-compute-cluster\" rel=\"noopener\" target=\"_blank\">Project Rainier<\/a>, a <a href=\"https:\/\/www.nytimes.com\/2025\/06\/24\/technology\/amazon-ai-data-centers.html\" rel=\"noopener\" target=\"_blank\">2.2-gigawatt (GW) data-center campus<\/a>: 30 long, white modules with a price tag in the tens of billions of dollars.  When it is complete, Project Rainier will be nearly as large as the entire Amazon data center fleet that existed in 2024, but will likely only make up about 20% of Amazon&#8217;s total data center capacity in 2028. By then, Amazon&#8217;s total data center fleet will be consuming electricity on the scale of the entire state of Indiana.<\/p>\n<p>We take this single data center campus as a case study and ask: what would it actually take to run Rainier 24\/7 on renewables only\u2014no gas peakers in the background, no \u201cclean energy credits\u201d from somewhere else? <\/p>\n<figure id=\"attachment_78792\" aria-describedby=\"caption-attachment-78792\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" src=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-1024x576.png\" alt=\"Inside Project Rainier, one of the world&#039;s largest AI compute clusters. Photo courtesy of &lt;a href=&quot;https:\/\/www.aboutamazon.com\/news\/aws\/aws-project-rainier-ai-trainium-chips-compute-cluster&quot; target=&quot;blank&quot;&gt;Amazon&lt;\/a&gt;.\" width=\"840\" height=\"473\" class=\"size-large wp-image-78792\" srcset=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-1024x576.png 1024w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-500x281.png 500w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-768x432.png 768w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-1536x865.png 1536w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2048x1153.png 2048w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-350x197.png 350w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo.png 2640w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><figcaption id=\"caption-attachment-78792\" class=\"wp-caption-text\">Inside Project Rainier, one of the world&#8217;s largest AI compute clusters. Photo courtesy of <a href=\"https:\/\/www.aboutamazon.com\/news\/aws\/aws-project-rainier-ai-trainium-chips-compute-cluster\" target=\"blank\" rel=\"noopener\">Amazon<\/a>.<\/figcaption><\/figure>\n<h4>The Data Center: A New Kind of \u201cCity\u201d<\/h4>\n<p>Rainier is not just another warehouse with servers. At full design load, it will draw 2.2 GW almost continuously, consuming about 17.5 terawatt-hours (TWh) of electricity per year. Its building footprint is about 1.1 km\u00b2 on 6.5 km\u00b2 of supporting property\u2014parking, substations, and buffer areas.<\/p>\n<p>To put that in context, 17.5 TWh is around nine times the electricity use of the city of South Bend and Notre Dame University combined. In other words: this one campus is an \u201cinstant megacity\u201d from the grid\u2019s perspective\u2014except that its demand is 24\/7 flat, not a mix of homes, shops, and small industry that pulse with the seasons and the time of day.<\/p>\n<h4>Existing Solar: the Nearby Honeysuckle Plant as a Yardstick<\/h4>\n<p>Before scaling up to multi-gigawatts, we take a look at something tangible: the <a href=\"https:\/\/lightsourcebp.com\/project\/honeysuckle-solar\/\" rel=\"noopener\" target=\"_blank\">Honeysuckle Solar Project<\/a> outside South Bend.<\/p>\n<p>Honeysuckle is a 188 MW solar farm developed by Lightsource bp and installed by Inovateus Solar in 2024. To supply the solar portion of Rainier\u2019s clean-energy needs, we&#8217;d need the equivalent of 34 Honeysuckle-sized projects.<\/p>\n<figure id=\"attachment_78800\" aria-describedby=\"caption-attachment-78800\" style=\"width: 840px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" src=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-1024x575.png\" alt=\"Nighttime aerial photo of Project Rainier, one of the world&#039;s largest AI compute clusters. Photo courtesy of &lt;a href=&quot;https:\/\/www.aboutamazon.com\/news\/aws\/aws-project-rainier-ai-trainium-chips-compute-cluster&quot; target=&quot;blank&quot; rel=&quot;noopener&quot;&gt;Amazon&lt;\/a&gt;.\" width=\"840\" height=\"472\" class=\"size-large wp-image-78800\" srcset=\"https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-1024x575.png 1024w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-500x281.png 500w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-768x432.png 768w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-1536x863.png 1536w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-2048x1151.png 2048w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2-350x197.png 350w, https:\/\/landartgenerator.org\/blagi\/wp-content\/uploads\/2025\/11\/Rainier-Amazon-Photo-2.png 2550w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><figcaption id=\"caption-attachment-78800\" class=\"wp-caption-text\">Nighttime aerial photo of Project Rainier, one of the world&#8217;s largest AI compute clusters. Notice how there are no solar modules on the rooftop of the data center itself. Photo courtesy of <a href=\"https:\/\/www.aboutamazon.com\/news\/aws\/aws-project-rainier-ai-trainium-chips-compute-cluster\" target=\"blank\" rel=\"noopener\">Amazon<\/a>.<\/figcaption><\/figure>\n<h4>The Challenge: 24\/7 Power From Wind, Solar, and Storage Alone<\/h4>\n<p>Since we all know the sun sets and the wind doesn&#8217;t always blow, how do we power Project Rainier around the clock using only solar PV, wind power, and battery storage\u2014no fossil backup, no imported \u201cclean firm\u201d resources? Because wind and solar are variable, you can\u2019t just match Rainier\u2019s 2.2 GW with 2.2 GW of nameplate capacity.<\/p>\n<p>We assumes Rainier\u2019s demand is essentially flat at 2.2 GW and propose a mix of 40% solar and 60% wind backed up by a utility scale battery energy storage system. We overbuild total renewable generation so that the average clean supply is roughly 35% higher than the data-center load.<\/p>\n<p>That yields 3 GW of total demand: 1.2 GW average from solar and 1.8 GW average from wind. When you divide those constant power values by realistic <a href=\"https:\/\/atb.nrel.gov\/electricity\/2023\/utility-scale_pv\" rel=\"noopener\" target=\"_blank\">capacity factors<\/a>\u201418.5% for solar and 36% for wind\u2014you arrive at roughly 6.5 GW of solar PV and 5 GW of wind in nameplate terms. Finally, a 10 GWh battery energy storage system (BESS) provides short-term flexibility and covers through evening ramps and short lulls. If you don&#8217;t want to build a 10 GWh BESS you can engage a million households in a virtual power plant (<a href=\"https:\/\/www.utilitydive.com\/news\/any-utility-today-can-have-a-vpp-program-sunrun-virtual-power-plant-head\/718137\/\" rel=\"noopener\" target=\"_blank\">VPP<\/a>) demand response program and replace resistance heaters with heat pumps.<\/p>\n<p>The large amount of storage is because this is a deliberately extreme scenario that relies little on grid support. It assumes a lack of access to nuclear, hydro, or geothermal contracts. In practice, hyperscalers like Google and Microsoft can lean on regional grids, geographic diversity, and firm clean resources to achieve 24\/7 carbon-free energy with less local overbuild. But the thought experiment is useful because it shows that the actual hardware footprint of trying to go it alone is significant but it is not impossible.<\/p>\n<h4>The Land Footprint: Solar Landscapes, Wind Fields, and a Tiny Battery Yard<\/h4>\n<p>The bottom left of the graphic turns those capacities into land areas. For the 11.5 GW of renewables that back this theoretical carbon-free Project Rainier, 6.5 GW of solar PV is spread across 130 km\u00b2 of land (roughly 50 MW\/km\u00b2), akin to a tightly-designed but possible utility build-out (equal to the module spacing of the Copper Mountain 3 project in Nevada).<\/p>\n<p>About 5 GW of wind, whose pads, access roads, and substations occupy roughly 28 km\u00b2. The span of wind installations would be much larger, but over 90% of that land remains in active agricultural use between turbine rows. While shown for simplicity as contiguous square areas, both the solar and wind components would in reality be distributed across multiple large energy developments where the land is readily available.<\/p>\n<p>Around 10 GWh of lithium-ion storage fits inside 100,000 m\u00b2 (0.10 km\u00b2). That\u2019s less area than the data-center building footprint itself and almost invisible in a regional land-use map. It is interesting to note that the land use density of utility battery energy storage is 1\/10th the footprint of the very energy intensive load that it serves.<\/p>\n<p>This pattern mirrors the global picture in our \u201c<a href=\"https:\/\/landartgenerator.org\/blagi\/archives\/77565\" rel=\"noopener\" target=\"_blank\">Land and Ocean Areas to Support a 100% Renewable Energy Economy<\/a>.\u201d<\/p>\n<h4>How to Power a City (and How Much Smaller That Is)<\/h4>\n<p>On the right side of the infographic, the same method is applied to South Bend plus Notre Dame as a combined load.<\/p>\n<p>Because the city and campus together use roughly one-ninth the electricity of Project Rainier, the rectangles representing their solar and wind requirements are dramatically smaller. At this scale, South Bend\u2019s solar demand could plausibly be met with rooftop and urban installations.<\/p>\n<h4>The Big Picture: Data Centers in the Energy Transition<\/h4>\n<p>By 2027, Amazon expects Rainier to represent about 20% of its total data-center capacity, and the company\u2019s global data-center fleet will be using a similar amount of electricity as the entire state of Indiana\u2014currently on the order of 99 TWh per year.<\/p>\n<p>If AI demand keeps scaling, the number of Rainier-sized campuses could easily multiply. That raises two linked challenges: Grid adequacy and reliability. Large, flat data-center loads change how grids operate. They increase the need for flexible resources (storage, demand response, clean firm power) and interregional transmission.<\/p>\n<h4>Land-use and Design<\/h4>\n<p>To meet the ambition of 100% renewable global economy, we can either treat renewable energy as a purely industrial land grab, or we can design energy landscapes that layer agriculture, biodiversity, recreation, parking, rooftops, and public spaces into the same land area.<\/p>\n<p>If we treat these emerging energy landscapes (both the buildings that pull the power and the solar and wind farms that supply it) as blank industrial zones, we miss a huge opportunity to design them as multifunctional, publicly legible places. If we think about land use more holistically, combining art, ecology, agriculture, and infrastructure, we can meet the load of AI and everything else while conserving rural lands and rapidly decarbonizing the economy.<\/p>\n<p><small>Assumptions:<br \/>\nThis thought experiment assumes Project Rainier runs at 2.2 GW continuously, which is a design peak; actual average load may be lower depending on server utilization. That makes the scenario quite conservative. It models a self-sufficient micro-grid, which is not how real hyperscalers currently operate. Companies like Google and Microsoft typically hit 24\/7 carbon-free goals with regional grid connections, geographically diverse wind and solar PPAs, contracts for nuclear and hydro, and relatively modest batteries. The land areas are therefore upper-bound illustrations of what would be needed if you tried to isolate a campus and serve it with only wind, solar, and storage. It is important to see the impacts of data center construction, because the cloud is not just up there in the sky, it is whirring in massive energy-hungry buildings in places like New Carlisle.<\/p>\n<p><b>A note about battery size<\/b>. Hyperscalers pursuing \u201c24\/7\/365 carbon-free\u201d power typically do not size batteries to run a multi-gigawatt campus through long renewable droughts; instead, they combine grid interconnection, geographic portfolio effects, hourly matching with contracted clean generation, and\u2014where available\u2014firm carbon-free resources, using batteries primarily for fast balancing and short ride-through rather than multi-day energy autonomy. In that context, a 10 GWh battery in this thought experiment makes sense because we are intentionally treating Rainier as if it must cover evening ramps, short lulls, and operational flexibility locally, with minimal reliance on external firm clean supply and no fossil backup. If we were to more closely match how the industry actually defines and procures 24\/7 clean energy, the storage requirement can be reduced. Some of these design changes include tilting the mix more wind-heavy to reduce diurnal storage needs, overbuilding renewables and accepting curtailment instead of storing every surplus kilowatt-hour, using modest load flexibility (batch workloads, thermal inertia) to shave the sharpest peaks in net demand, and leaning on the grid as the reliability backbone while contracting for firm carbon-free power or regional clean supply that covers the rare extended gaps that batteries are least economical to bridge. Under those more realistic assumptions\u2014where the grid and firm carbon-free procurement cover longer deficits\u2014the battery becomes a short-duration \u201cshock absorber,\u201d and could plausibly be sub-1 GWh (hundreds of MWh) rather than multi-GWh.<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How to Power a 2.2 GW A.I. Data Center with Solar Wind &#038; Batteries Alone There are many ways to [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":78792,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"24","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[24,99],"tags":[11,337,51,105,127,13,349,164],"class_list":["post-78783","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-information-graphics","category-infrastructure","tag-clean-energy","tag-clean-tech","tag-energy-storage","tag-information-graphics","tag-renewables","tag-solar","tag-solar-energy","tag-solar-power"],"_links":{"self":[{"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/posts\/78783"}],"collection":[{"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/comments?post=78783"}],"version-history":[{"count":28,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/posts\/78783\/revisions"}],"predecessor-version":[{"id":78876,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/posts\/78783\/revisions\/78876"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/media\/78792"}],"wp:attachment":[{"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/media?parent=78783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/categories?post=78783"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/landartgenerator.org\/blagi\/wp-json\/wp\/v2\/tags?post=78783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}