{"id":88690,"date":"2026-09-23T13:39:09","date_gmt":"2026-09-23T11:39:09","guid":{"rendered":"https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/"},"modified":"2026-09-23T13:39:09","modified_gmt":"2026-09-23T11:39:09","slug":"waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters","status":"publish","type":"news","link":"https:\/\/fhi.nl\/en\/news\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/","title":{"rendered":"Why real-time rack power budgeting is becoming the new standard in AI data centers"},"content":{"rendered":"<header id=\"header\" class=\"header header--low\">\n\n\t\n\t\t\t<div class=\"header__background header__background--graphic\"><\/div>\n\t\n\t<div class=\"container\">\n\t\t<div class=\"header__content\">\n\t\t\t<div class=\"header__first header__first--alone\">\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<h1 class=\"header__title\" >\n\t\t\t\t\tWhy real-time rack power budgeting is becoming the new standard in AI data centers\t\t\t\t<\/h1>\n\n\t\t\t\t<div class=\"header__dots-line\">\n\t\t\t\t\t<svg width=\"431\" height=\"9\" viewbox=\"0 0 431 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M430.799 4.192a1.136 1.136 0 1 1-2.272-.001 1.136 1.136 0 0 1 2.272 0Zm-27.272 0a1.135 1.135 0 1 1-2.27 0 1.135 1.135 0 0 1 2.27 0Zm-27.27 0a1.136 1.136 0 1 1-2.272-.001 1.136 1.136 0 0 1 2.272 0Zm-27.272 0a1.39 1.39 0 1 1-2.78 0 1.39 1.39 0 0 1 2.78 0Zm-27.78 0a1.645 1.645 0 1 1-3.29 0 1.645 1.645 0 0 1 3.29 0Zm-28.29 0a1.9 1.9 0 1 1-3.799 0 1.9 1.9 0 0 1 3.799 0Zm-28.799 0a2.154 2.154 0 1 1-4.308 0 2.154 2.154 0 0 1 4.308 0Zm-29.308 0a2.41 2.41 0 1 1-4.819 0 2.41 2.41 0 0 1 4.819 0Zm-29.819 0a2.663 2.663 0 1 1-5.326.001 2.663 2.663 0 0 1 5.326-.001Zm-30.327 0a2.919 2.919 0 1 1-5.837 0 2.919 2.919 0 0 1 5.837 0Zm-30.837 0a3.173 3.173 0 1 1-6.345.001 3.173 3.173 0 0 1 6.345 0Zm-31.346 0a3.428 3.428 0 1 1-6.856 0 3.428 3.428 0 0 1 6.856 0Zm-31.856 0a3.683 3.683 0 1 1-7.365 0 3.683 3.683 0 0 1 7.365 0Zm-32.365 0a3.937 3.937 0 1 1-7.875 0 3.937 3.937 0 0 1 7.875 0Zm-32.874 0a4.192 4.192 0 1 1-8.384 0 4.192 4.192 0 0 1 8.384 0Z\" fill=\"#FFF960\"\/><\/svg>\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/header>\n\n\n\n<div class=\"text bg--white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text__content text__content--1-col\">\n\t\t\t\n<p class=\"wp-block-paragraph\">One question becoming increasingly important:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>How much power is available *now*, instead of how much power should theoretically be available?<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">For data center managers, the challenge therefore shifts from power allocation to real-time power insight.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why traditional power budgeting falls short<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Virtually every capacity tool starts with the same data:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>the nominal power of the server;<\/li>\n\n\n\n<li>the maximum PSU capacity;<\/li>\n\n\n\n<li>the designed rack capacity;<\/li>\n\n\n\n<li>a safety margin.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This provides a theoretical picture of the available capacity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In practice, AI workloads behave very differently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPU servers can consume tens of percent more power within seconds when training jobs start. Inferencing, idle, and training all have different power profiles. Moreover, entire clusters can scale up simultaneously.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The consequence is that the available capacity changes constantly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A rack that still has sufficient capacity according to the schedule can unexpectedly reach its capacity limit during a training session.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The problem does not lie in the total rack capacity.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Many organizations only monitor the total power consumption of a rack.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That provides insight into average energy consumption, but says little about the actual load on the infrastructure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Is one phase more heavily loaded than the other?<\/li>\n\n\n\n<li>Are your A and B feeds still well balanced?<\/li>\n\n\n\n<li>Which servers cause the highest load?<\/li>\n\n\n\n<li>Which outlets still offer room for expansion?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">It is precisely this information that determines whether new equipment can be added safely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Therefore, the focus is increasingly shifting from rack-level monitoring to outlet-level insight.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Real-time insight makes capacity predictable<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A modern AI data center requires dynamic capacity planning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This means that decisions are made based on current measurement data instead of theoretical assumptions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When each outlet is monitored individually, a much more accurate picture emerges of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>actual energy consumption;<\/li>\n\n\n\n<li>peak loads;<\/li>\n\n\n\n<li>load per phase;<\/li>\n\n\n\n<li>utilization of redundant feeds;<\/li>\n\n\n\n<li>available capacity for expansion.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This allows operators to fill racks more efficiently without maintaining unnecessary safety margins.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The role of intelligent PDUs<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The PDU is increasingly evolving from a power distributor into a source of operational data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A <strong>Schleifenbauer Managed PDU<\/strong> It not only measures the total rack capacity but can also provide insight into voltage, current, power, and energy consumption per outlet. This creates a much more accurate picture of the load within the rack.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For high-density AI racks, this means that capacity no longer needs to be based on assumptions, but on actual measured values.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This makes it easier to plan expansions, identify hotspots, and optimally distribute the load on the A and B feeds.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From measurement data to operational intelligence<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Measurement data only gain value when they can be easily analyzed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By centrally managing multiple Schleifenbauer PDUs in <strong>EnerTree<\/strong> creates a single overview of energy consumption at the rack level, including historical trends, alarms, and capacity information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That makes it possible to answer questions such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Which racks are structurally approaching their power limit?<\/li>\n\n\n\n<li>Where does the greatest strain occur during AI training?<\/li>\n\n\n\n<li>Which expansions are still possible without modifying the power infrastructure?<\/li>\n\n\n\n<li>Which racks are actually oversized?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">With this, real-time data shifts from monitoring to decision-making.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Existing data centers also benefit<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Not every data center is being completely rebuilt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Existing environments in particular can benefit from better energy insight.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With the <strong>Schleifenbauer Inline Meter<\/strong> The power consumption of existing racks can be measured without replacing the entire PDU. This provides quick insight into the actual load on existing infrastructure.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This helps organizations better plan future AI workloads without making large immediate investments.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From reactive to predictive energy management<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditionally, capacity was expanded as soon as a rack reached its limit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Increasingly, data center managers actually want to look ahead.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By combining historical asset data with real-time monitoring, insights into trends are gained:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>which racks are growing the fastest;<\/li>\n\n\n\n<li>when extra power will be needed;<\/li>\n\n\n\n<li>which expansions still fit within the existing infrastructure.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">With this, rack power budgeting shifts from an annual exercise to a continuous process.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI changes not only how much power a rack needs, but especially how that power behaves.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As a result, static capacity calculations offer increasingly less certainty.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Real-time rack power budgeting, supported by intelligent PDUs, outlet-level measurements, and central analysis platforms such as EnerTree, makes it possible to determine available capacity more accurately, reduce risks, and utilize existing infrastructure more efficiently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For modern AI data centers, real-time asset insight thus becomes not a luxury, but an essential condition for reliable and scalable growth.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>What is rack power budgeting?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rack power budgeting is the process of planning, monitoring, and optimizing the available electrical capacity of a server rack to prevent overloading and safely enable future expansions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Why is rack power budgeting important in AI data centers?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI servers and GPU clusters cause highly fluctuating power profiles. Real-time monitoring prevents theoretical capacity calculations from leading to unexpected overload.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>How does an intelligent PDU help with rack power budgeting?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An intelligent PDU continuously measures power consumption per phase, feed, or outlet. This provides real-time insight into the available capacity and load of a rack.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>What role does EnerTree play?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">EnerTree collects and analyzes measurement data from multiple Schleifenbauer PDUs. This provides central insight into energy consumption, trends, alarms, and available rack capacity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Can an Inline Meter monitor existing racks?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. The Schleifenbauer Inline Meter makes it possible to equip existing racks with energy metering without replacing the entire PDU.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><\/figure>\n<p>The post <a href=\"https:\/\/www.schleifenbauer.eu\/nl\/realtime-rack-power-budgeting-ai-datacenters\/\">Why real-time rack power budgeting is becoming the new standard in AI data centers<\/a> appeared first on <a href=\"https:\/\/www.schleifenbauer.eu\/nl\">Schleifenbauer \u2013 PDUs<\/a>.<\/p>\n<p>Source: <a href=\"https:\/\/www.schleifenbauer.eu\/nl\/realtime-rack-power-budgeting-ai-datacenters\/\">https:\/\/www.schleifenbauer.eu\/nl\/realtime-rack-power-budgeting-ai-datacenters\/<\/a><\/p>\t\t<\/div>\n\t<\/div>\n<\/div>\r\n\t<div class=\"articles bg--offwhite automatic\">\r\n\t\t<div class=\"container\">\r\n\t\t\t<div class=\"articles__header\">\r\n\t\t\t\t\t\t\t\t\t<div class='heading-wrapper'><svg width=\"13\" height=\"13\" viewbox=\"0 0 13 13\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"6.394\" cy=\"6.5\" r=\"6.394\" fill=\"#000\"\/><\/svg><h2>Related articles<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\/en\/profiel\/schleifenbauer-products-bv\/\" class=\"button button--outline\">view profile<\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<div class=\"post-grid post-grid--no-padding\">\r\n\t\t\t\t\n<a class=\"single-item single-item__articles\" href=\"https:\/\/fhi.nl\/en\/news\/cybersecurityspecialisten-over-beveiliging-van-isotopenreactor\/\" data-id=\"32590\">\n\t<div class=\"single-item__articles-icon\">\n\t\t<svg width=\"35\" height=\"35\" viewbox=\"0 0 35 35\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<mask id=\"mask0_1182_5532\" style=\"mask-type:luminance\" maskunits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"35\" height=\"35\">\n<path d=\"M0 0H35V35H0V0Z\" fill=\"white\"\/>\n<\/mask>\n<g mask=\"url(#mask0_1182_5532)\">\n<path d=\"M5.12695 9.22852H1.02539V31.9238H10.4299C12.2868 31.9238 14.0678 32.6615 15.3809 33.9746H19.6191C20.9322 32.6615 22.7132 31.9238 24.5701 31.9238H33.9746V11.2793H29.873\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<path d=\"M17.5 9.22852H18.1426C20.0088 7.89544 22.2237 7.17773 24.5615 7.17773H29.873V27.8223H24.5615C22.2237 27.8223 20.0088 28.54 18.1426 29.873H16.8574C14.9912 28.54 12.7763 27.8223 10.4385 27.8223H5.12695V5.12695H9.22852\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<path d=\"M9.22852 1.02539V21.6699C13.759 21.6699 17.5 25.3425 17.5 29.873V9.22852C17.5 4.698 13.759 1.02539 9.22852 1.02539Z\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<\/g>\n<\/svg>\n\t<\/div>\n\t<div class=\"single-item__articles-title\"><div class='heading-wrapper'><h3>Cybersecurity specialists on isotope reactor security<\/h3><\/div><\/div>\n\t<div class=\"single-item__articles-terms\">\n\t\t\n\t\t\n\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Industrial automation<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Industrial Cyber Security event<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Cybersecurity<\/span>\n\t\t\t\t\t<\/div>\n\t<div class=\"single-item__articles-author-date-wrapper\">\n\t\t\t\t\t<div class=\"single-item__articles-author\">\n\t\t\t\tFHI, Federation of Technology Industries\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\tSeptember 26, 2023\t\t\t<\/div>\n\t\t\t<\/div>\n<\/a>\n\n<a class=\"single-item single-item__articles\" href=\"https:\/\/fhi.nl\/en\/news\/hedwig-maes-aangesteld-als-nieuwe-ceo-van-agidens\/\" data-id=\"40948\">\n\t<div class=\"single-item__articles-icon\">\n\t\t<svg width=\"35\" height=\"35\" viewbox=\"0 0 35 35\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<mask id=\"mask0_1182_5532\" style=\"mask-type:luminance\" maskunits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"35\" height=\"35\">\n<path d=\"M0 0H35V35H0V0Z\" fill=\"white\"\/>\n<\/mask>\n<g mask=\"url(#mask0_1182_5532)\">\n<path d=\"M5.12695 9.22852H1.02539V31.9238H10.4299C12.2868 31.9238 14.0678 32.6615 15.3809 33.9746H19.6191C20.9322 32.6615 22.7132 31.9238 24.5701 31.9238H33.9746V11.2793H29.873\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<path d=\"M17.5 9.22852H18.1426C20.0088 7.89544 22.2237 7.17773 24.5615 7.17773H29.873V27.8223H24.5615C22.2237 27.8223 20.0088 28.54 18.1426 29.873H16.8574C14.9912 28.54 12.7763 27.8223 10.4385 27.8223H5.12695V5.12695H9.22852\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<path d=\"M9.22852 1.02539V21.6699C13.759 21.6699 17.5 25.3425 17.5 29.873V9.22852C17.5 4.698 13.759 1.02539 9.22852 1.02539Z\" stroke=\"#2A5CEE\" stroke-width=\"2\" stroke-miterlimit=\"10\"\/>\n<\/g>\n<\/svg>\n\t<\/div>\n\t<div class=\"single-item__articles-title\"><div class='heading-wrapper'><h3>Hedwig Maes appointed as new CEO of Agidens<\/h3><\/div><\/div>\n\t<div class=\"single-item__articles-terms\">\n\t\t\n\t\t\n\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Industrial automation<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Asset management\/Maintenance software<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Consulting and engineering<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Automation services<\/span>\n\t\t\t\t\t<\/div>\n\t<div class=\"single-item__articles-author-date-wrapper\">\n\t\t\t\t\t<div class=\"single-item__articles-author\">\n\t\t\t\tAgidens Process Automation BV\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\tOctober 6, 2020\t\t\t<\/div>\n\t\t\t<\/div>\n<\/a>\n\n<a class=\"single-item single-item__articles\" href=\"https:\/\/fhi.nl\/en\/news\/meet-zowel-kleur-als-haze-in-een-meting\/\" data-id=\"53149\">\n\t<div class=\"single-item__articles-icon\">\n\t\t<svg width=\"82\" height=\"98\" viewbox=\"0 0 82 98\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M26.5586 7.96501C26.5586 6.61879 26.8909 5.49682 27.3233 4.77796C27.7792 4.02009 28.1318 4 28.1466 4H55.0564C55.0712 4 55.4238 4.02009 55.8796 4.77796C56.312 5.49682 56.6444 6.61879 56.6444 7.96501C56.6444 9.31122 56.312 10.4332 55.8796 11.1521C55.4238 11.9099 55.0712 11.93 55.0564 11.93H54.2487C53.8841 11.5449 53.3681 11.3047 52.796 11.3047H28.981C28.5233 11.3047 28.1015 11.4584 27.7644 11.7171C27.6381 11.602 27.4874 11.4248 27.3233 11.1521C26.8909 10.4332 26.5586 9.31122 26.5586 7.96501ZM26.981 15.7683C25.6024 15.3755 24.5619 14.3215 23.8956 13.2138C23.0294 11.7738 22.5586 9.91326 22.5586 7.96501C22.5586 6.01675 23.0294 4.15622 23.8956 2.71619C24.7383 1.31517 26.1797 0 28.1466 0H55.0564C57.0232 0 58.4646 1.31517 59.3073 2.71619C60.1735 4.15622 60.6444 6.01675 60.6444 7.96501C60.6444 9.91326 60.1735 11.7738 59.3073 13.2138C58.4646 14.6148 57.0232 15.93 55.0564 15.93H54.796V40.3243L80.5327 84.0062L80.5391 84.0172L80.5503 84.0368C84.0711 90.2609 79.5954 97.9997 72.4362 97.9997H9.34052C2.18152 97.9997 -2.29415 90.2608 1.22665 84.0368C1.23243 84.0265 1.23831 84.0163 1.24428 84.0062L26.981 40.3243V15.7683ZM30.981 15.93V35.792H39.161C40.2655 35.792 41.161 36.6874 41.161 37.792C41.161 38.8966 40.2655 39.792 39.161 39.792H30.981V40.8697C30.981 41.2268 30.8854 41.5773 30.7041 41.8849L21.3184 57.8149H60.4585L51.0728 41.8849C50.8916 41.5773 50.796 41.2268 50.796 40.8697V15.93H30.981ZM62.8152 61.8148C62.8065 61.8149 62.7978 61.8149 62.7891 61.8149H19.4727C19.3082 61.8149 19.1484 61.7951 18.9954 61.7577L4.70016 86.0205C2.69212 89.5942 5.27194 93.9997 9.34052 93.9997H72.4362C76.5051 93.9997 79.0848 89.5941 77.0768 86.0205L62.8152 61.8148Z\" fill=\"#FFDA56\"\/>\n<\/svg>\n\t<\/div>\n\t<div class=\"single-item__articles-title\"><div class='heading-wrapper'><h3>Measure both color and Haze in one measurement.<\/h3><\/div><\/div>\n\t<div class=\"single-item__articles-terms\">\n\t\t\n\t\t\n\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Laboratory Technology<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">Food and Beverage knowledge event<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">General laboratory equipment<\/span>\n\t\t\t\t\t\t\t\t<span class=\"button button--outline single-item__articles-term--branche single-item__articles-term\">General laboratory supplies<\/span>\n\t\t\t\t\t<\/div>\n\t<div class=\"single-item__articles-author-date-wrapper\">\n\t\t\t\t\t<div class=\"single-item__articles-author\">\n\t\t\t\tElscolab\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\tSeptember 17, 2024\t\t\t<\/div>\n\t\t\t<\/div>\n<\/a>\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":0,"template":"","branches":[],"events":[],"secretariat":[],"categories":[],"themes_tax":[],"content_types":[],"class_list":["post-88690","news","type-news","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters - FHI, federatie van technologiebranches<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fhi.nl\/en\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters - FHI, federatie van technologiebranches\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fhi.nl\/en\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/\" \/>\n<meta property=\"og:site_name\" content=\"FHI, federatie van technologiebranches\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\\\/\",\"url\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\\\/\",\"name\":\"Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters - FHI, federatie van technologiebranches\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/#website\"},\"datePublished\":\"2026-09-23T11:39:09+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/fhi.nl\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Nieuws\",\"item\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/#website\",\"url\":\"https:\\\/\\\/fhi.nl\\\/\",\"name\":\"FHI, federatie van technologiebranches\",\"description\":\"Nederlandse branchevereniging voor technologiebranches\",\"publisher\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/fhi.nl\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/#organization\",\"name\":\"FHI, federatie van technologiebranches\",\"url\":\"https:\\\/\\\/fhi.nl\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/fhi.nl\\\/app\\\/uploads\\\/2024\\\/06\\\/3-e1722349014385.png\",\"contentUrl\":\"https:\\\/\\\/fhi.nl\\\/app\\\/uploads\\\/2024\\\/06\\\/3-e1722349014385.png\",\"width\":732,\"height\":136,\"caption\":\"FHI, federatie van technologiebranches\"},\"image\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/fhi-federation-of-technology-branches\",\"https:\\\/\\\/www.instagram.com\\\/fhi_nl\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Why real-time rack power budgeting is becoming the new standard in AI data centers - FHI, Federation of Technology Industries","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fhi.nl\/en\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/","og_locale":"en_GB","og_type":"article","og_title":"Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters - FHI, federatie van technologiebranches","og_url":"https:\/\/fhi.nl\/en\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/","og_site_name":"FHI, federatie van technologiebranches","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/","url":"https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/","name":"Why real-time rack power budgeting is becoming the new standard in AI data centers - FHI, Federation of Technology Industries","isPartOf":{"@id":"https:\/\/fhi.nl\/#website"},"datePublished":"2026-09-23T11:39:09+00:00","breadcrumb":{"@id":"https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fhi.nl\/nieuws\/waarom-realtime-rack-power-budgeting-de-nieuwe-standaard-wordt-in-ai-datacenters\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/fhi.nl\/"},{"@type":"ListItem","position":2,"name":"Nieuws","item":"https:\/\/fhi.nl\/nieuws\/"},{"@type":"ListItem","position":3,"name":"Waarom realtime rack power budgeting de nieuwe standaard wordt in AI-datacenters"}]},{"@type":"WebSite","@id":"https:\/\/fhi.nl\/#website","url":"https:\/\/fhi.nl\/","name":"FHI, federation of technology industries","description":"Dutch trade association for technology industries","publisher":{"@id":"https:\/\/fhi.nl\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fhi.nl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/fhi.nl\/#organization","name":"FHI, federation of technology industries","url":"https:\/\/fhi.nl\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/fhi.nl\/#\/schema\/logo\/image\/","url":"https:\/\/fhi.nl\/app\/uploads\/2024\/06\/3-e1722349014385.png","contentUrl":"https:\/\/fhi.nl\/app\/uploads\/2024\/06\/3-e1722349014385.png","width":732,"height":136,"caption":"FHI, federatie van technologiebranches"},"image":{"@id":"https:\/\/fhi.nl\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/fhi-federation-of-technology-branches","https:\/\/www.instagram.com\/fhi_nl\/"]}]}},"_links":{"self":[{"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/news\/88690","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/types\/news"}],"version-history":[{"count":0,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/news\/88690\/revisions"}],"wp:attachment":[{"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/media?parent=88690"}],"wp:term":[{"taxonomy":"branches","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/branches?post=88690"},{"taxonomy":"events","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/events?post=88690"},{"taxonomy":"secretariat","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/secretariat?post=88690"},{"taxonomy":"categories","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/categories?post=88690"},{"taxonomy":"themes","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/themes_tax?post=88690"},{"taxonomy":"content_types","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/content_types?post=88690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}