{"id":88674,"date":"2026-09-23T13:38:13","date_gmt":"2026-09-23T11:38:13","guid":{"rendered":"https:\/\/fhi.nl\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/"},"modified":"2026-09-23T13:38:13","modified_gmt":"2026-09-23T11:38:13","slug":"ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution","status":"publish","type":"news","link":"https:\/\/fhi.nl\/en\/news\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/","title":{"rendered":"AI Rack PDUs: Why Modern AI Data Centers Need More Than Power Distribution"},"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\tAI Rack PDUs: Why Modern AI Data Centers Need More Than Power Distribution\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<h2 class=\"wp-block-heading\">Why AI racks require a different type of PDU?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GPU servers behave very differently from traditional IT equipment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Large AI training models generate rapidly changing workloads, causing significant fluctuations in power consumption within milliseconds. Multiple GPUs can simultaneously demand maximum power, creating electrical loads rarely seen in conventional enterprise environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A modern <strong>GPU PDU<\/strong> must therefore provide much more than reliable power distribution.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Today&#039;s AI infrastructure requires:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Higher rack power densities<\/li>\n\n\n\n<li>Faster response to changing electrical loads<\/li>\n\n\n\n<li>Continuous monitoring<\/li>\n\n\n\n<li>Accurate capacity planning<\/li>\n\n\n\n<li>Maximum availability<\/li>\n\n\n\n<li>Complete operational visibility<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">As AI factories continue to scale, intelligent power distribution becomes a critical part of the infrastructure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is an AI Rack PDU?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An <strong>AI Rack PDU<\/strong> is specifically designed for high-density server environments where monitoring, analytics and reliability are essential.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unlike conventional PDUs, modern AI power distribution solutions provide:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time power monitoring<\/li>\n\n\n\n<li>Outlet Level Metering<\/li>\n\n\n\n<li>Rack Capacity Monitoring<\/li>\n\n\n\n<li>Rack Power Analytics<\/li>\n\n\n\n<li>Power Quality Monitoring<\/li>\n\n\n\n<li>Rack Telemetry<\/li>\n\n\n\n<li>Integration with DCIM, BMS and ERP platforms<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Rather than being a passive power strip, the PDU becomes an active source of operational intelligence.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Outlet Level Metering matters<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Many intelligent PDUs still measure only total rack consumption.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While useful, this provides limited operational insight.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Outlet Level Metering<\/strong> allows operators to monitor the power consumption of every individual server, GPU node or appliance connected to the rack.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This makes it possible to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Detect overloaded outlets<\/li>\n\n\n\n<li>Identify underutilized servers<\/li>\n\n\n\n<li>Improve capacity planning<\/li>\n\n\n\n<li>Allocate power usage accurately<\/li>\n\n\n\n<li>Troubleshoot individual devices much faster<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For AI clusters and colocation environments, <strong>Outlet Monitoring<\/strong> is rapidly becoming a standard requirement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rack Capacity Monitoring prevents stranded capacity<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">One of the biggest challenges facing modern data centers is unused reserved power.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Infrastructure is often designed around theoretical maximum loads rather than actual consumption, leaving valuable capacity unavailable for future expansion.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With <strong>Rack Capacity Monitoring<\/strong>, operators gain real-time insight into:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Actual rack utilization<\/li>\n\n\n\n<li>Available power capacity<\/li>\n\n\n\n<li>Historical trends<\/li>\n\n\n\n<li>Future growth potential<\/li>\n\n\n\n<li>Rack balancing opportunities<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Effective <strong>Data Center Capacity Management<\/strong> enables organizations to maximize existing infrastructure before investing in expensive electrical upgrades.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From monitoring to Rack Power Analytics<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Monitoring tells you what is happening now.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Rack Power Analytics<\/strong> explains why it is happening.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By combining historical data with real-time measurements, operators can identify trends, predict future growth and optimize infrastructure performance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modern <strong>Rack Energy Analytics<\/strong> provides insights into:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Energy consumption trends<\/li>\n\n\n\n<li>Peak demand<\/li>\n\n\n\n<li>Phase balancing<\/li>\n\n\n\n<li>Capacity forecasting<\/li>\n\n\n\n<li>Infrastructure optimization<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These analytics allow data center operators to make better informed investment decisions while improving operational efficiency.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Power Quality Monitoring is becoming essential<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Power quantity is only one part of the equation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Power quality has become equally important, particularly within GPU-intensive environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">High-performance power supplies can introduce harmonic distortion and other electrical disturbances that often remain undetected until failures occur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A modern intelligent Rack PDU should therefore provide comprehensive <strong>Power Quality Monitoring<\/strong>, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>THD Monitoring (Total Harmonic Distortion)<\/li>\n\n\n\n<li>Voltage monitoring<\/li>\n\n\n\n<li>Current monitoring<\/li>\n\n\n\n<li>Power Factor<\/li>\n\n\n\n<li>Frequency<\/li>\n\n\n\n<li>Current peaks<\/li>\n\n\n\n<li>Voltage peaks<\/li>\n\n\n\n<li>Crest Factor<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Continuous monitoring helps identify electrical issues before they affect critical AI workloads.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rack Telemetry delivers complete operational visibility<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modern data centers rely on continuous streams of operational data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With comprehensive <strong>Rack Telemetry<\/strong>, operators gain real-time visibility into:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Voltage<\/li>\n\n\n\n<li>Current<\/li>\n\n\n\n<li>Power<\/li>\n\n\n\n<li>Energy consumption<\/li>\n\n\n\n<li>Temperature<\/li>\n\n\n\n<li>Humidity<\/li>\n\n\n\n<li>Alarms<\/li>\n\n\n\n<li>Phase loading<\/li>\n\n\n\n<li>Outlet loading<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This creates complete <strong>Rack Power Visibility<\/strong>, allowing infrastructure teams to make faster and more informed operational decisions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Open integration with existing management platforms<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An intelligent PDU should never become an isolated system.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Operational data must integrate seamlessly with the wider management ecosystem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Modern Rack PDUs therefore support open communication protocols including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PDU REST API<\/strong><\/li>\n\n\n\n<li><strong>PDU SNMP<\/strong><\/li>\n\n\n\n<li><strong>PDU Modbus<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These interfaces allow straightforward integration with DCIM software, Building Management Systems (BMS), ERP platforms and custom monitoring solutions without vendor lock-in.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Zero Touch Provisioning simplifies large deployments<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Deploying hundreds of intelligent PDUs manually is both time-consuming and prone to configuration errors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">With <strong>Zero Touch Provisioning<\/strong>, new PDUs can automatically be discovered, configured and added to the management platform.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Benefits include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Faster deployment<\/li>\n\n\n\n<li>Reduced configuration errors<\/li>\n\n\n\n<li>Simplified commissioning<\/li>\n\n\n\n<li>Consistent device configuration<\/li>\n\n\n\n<li>Lower operational costs<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For hyperscale data centers and AI factories, Zero Touch Provisioning has become an increasingly valuable capability.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">NVIDIA DGX, Supermicro and DGX BasePOD require intelligent power management<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Platforms including <strong>NVIDIA DGX<\/strong>, <strong>DGX BasePOD<\/strong> and <strong>Supermicro GPU servers<\/strong> represent some of the world&#039;s most demanding AI computing environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Supporting these platforms requires far more than sufficient electrical capacity.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A modern <strong>NVIDIA DGX PDU<\/strong> or <strong>Supermicro PDU<\/strong> should also provide advanced monitoring, telemetry, power analytics and infrastructure visibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As AI infrastructure continues to expand, comprehensive insight into <strong>AI Infrastructure Power<\/strong> and <strong>DGX BasePOD Power<\/strong> Becomes increasingly important for maintaining availability and planning future growth.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What should you look for in a High Density PDU?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Selecting the right <strong>High Density PDU<\/strong> involves much more than maximum current ratings.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Key capabilities include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High power density<\/li>\n\n\n\n<li>Outlet Level Metering<\/li>\n\n\n\n<li>Outlet Monitoring<\/li>\n\n\n\n<li>Rack Capacity Monitoring<\/li>\n\n\n\n<li>Rack Power Analytics<\/li>\n\n\n\n<li>Rack Energy Analytics<\/li>\n\n\n\n<li>Power Quality Monitoring<\/li>\n\n\n\n<li>THD Monitoring<\/li>\n\n\n\n<li>Rack Telemetry<\/li>\n\n\n\n<li>Rack Power Visibility<\/li>\n\n\n\n<li>Zero Touch Provisioning<\/li>\n\n\n\n<li>REST API<\/li>\n\n\n\n<li>SNMP<\/li>\n\n\n\n<li>Modbus<\/li>\n\n\n\n<li>AI Infrastructure Power monitoring<\/li>\n\n\n\n<li>Support for NVIDIA DGX, DGX BasePOD and GPU environments<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These capabilities determine whether a PDU is truly ready for modern AI workloads.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Schleifenbauer PDU 5.0 for AI infrastructure<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Schleifenbauer PDU 5.0<\/strong> has been developed specifically for AI, HPC and high-density data center environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Combined with the <strong>EnerTree DCEM Platform<\/strong>, operators gain access to real time <strong>Rack Power Analytics<\/strong>, <strong>Outlet Level Metering<\/strong>, <strong>Power Quality Monitoring<\/strong>, <strong>Rack Telemetry<\/strong> and advanced <strong>Data Center Capacity Management<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Support for <strong>REST API<\/strong>, <strong>SNMP<\/strong> and <strong>Modbus<\/strong> ensures straightforward integration into existing management environments, while <strong>Zero Touch Provisioning<\/strong> enables rapid deployment of large installations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">EnerTree supports up to <strong>10,000 Rack PDUs<\/strong> within a single central platform, without recurring software license fees, providing complete visibility across the entire power infrastructure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Artificial Intelligence is changing far more than server technology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is fundamentally changing how power infrastructure is managed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A modern <strong>AI Rack PDU<\/strong> has evolved from a simple power distribution device into an intelligent platform for monitoring, analytics and operational visibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For organizations investing in NVIDIA DGX systems, DGX BasePOD deployments, Supermicro GPU servers or other AI infrastructure, choosing the right Rack PDU has become an important strategic decision.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The future of AI infrastructure is not only about delivering more power.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is about delivering more insight.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><figcaption class=\"wp-element-caption\">EnerTree Rack PDU Telemetry<\/figcaption><\/figure>\n<p>The post <a href=\"https:\/\/www.schleifenbauer.eu\/en\/ai-rack-pdu\/\">AI Rack PDUs: Why Modern AI Data Centers Need More Than Power Distribution<\/a> appeared first on <a href=\"https:\/\/www.schleifenbauer.eu\/en\">Schleifenbauer \u2013 Bespoke PDUs<\/a>.<\/p>\n<p>Source: <a href=\"https:\/\/www.schleifenbauer.eu\/en\/ai-rack-pdu\/\">https:\/\/www.schleifenbauer.eu\/en\/ai-rack-pdu\/<\/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\/segger-production-in-circuit-flash-programming\/\" data-id=\"32620\">\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>SEGGER Production In-Circuit Flash Programming<\/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\">Members content<\/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\tINDES IDS\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\tSeptember 24, 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\/autopol-v-plus\/\" data-id=\"88503\">\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>AUTOPOL V plus<\/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\">World of Industry, Technology &amp; Science<\/span>\n\t\t\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\">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\">Analytical Instruments<\/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\tBPI Instruments\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\t19 September 2026\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\/isel-formula-student-2025-season-recap-future-upgrades\/\" data-id=\"78414\">\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>ISEL Formula Student: 2025 Season Recap &amp; Future Upgrades<\/h3><\/div><\/div>\n\t<div class=\"single-item__articles-terms\">\n\t\t\n\t\t\n\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\tEurocircuits NV\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"single-item__articles-date\">\n\t\t\t\tFebruary 6, 2026\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-88674","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>AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution - 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\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution - FHI, federatie van technologiebranches\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fhi.nl\/en\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/\" \/>\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\\\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\\\/\",\"url\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\\\/\",\"name\":\"AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution - FHI, federatie van technologiebranches\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/#website\"},\"datePublished\":\"2026-09-23T11:38:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/fhi.nl\\\/nieuws\\\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\\\/#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\":\"AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution\"}]},{\"@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":"AI Rack PDUs: Why Modern AI Data Centers Need More Than Power Distribution - 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\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/","og_locale":"en_GB","og_type":"article","og_title":"AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution - FHI, federatie van technologiebranches","og_url":"https:\/\/fhi.nl\/en\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/","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\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/","url":"https:\/\/fhi.nl\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/","name":"AI Rack PDUs: Why Modern AI Data Centers Need More Than Power Distribution - FHI, federation of technology industries","isPartOf":{"@id":"https:\/\/fhi.nl\/#website"},"datePublished":"2026-09-23T11:38:13+00:00","breadcrumb":{"@id":"https:\/\/fhi.nl\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fhi.nl\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fhi.nl\/nieuws\/ai-rack-pdus-why-modern-ai-data-centres-need-more-than-power-distribution\/#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":"AI Rack PDUs: Why Modern AI Data Centres Need More Than Power Distribution"}]},{"@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\/88674","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\/88674\/revisions"}],"wp:attachment":[{"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/media?parent=88674"}],"wp:term":[{"taxonomy":"branches","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/branches?post=88674"},{"taxonomy":"events","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/events?post=88674"},{"taxonomy":"secretariat","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/secretariat?post=88674"},{"taxonomy":"categories","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/categories?post=88674"},{"taxonomy":"themes","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/themes_tax?post=88674"},{"taxonomy":"content_types","embeddable":true,"href":"https:\/\/fhi.nl\/en\/wp-json\/wp\/v2\/content_types?post=88674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}