{"id":99,"date":"2025-08-13T12:31:52","date_gmt":"2025-08-13T12:31:52","guid":{"rendered":"http:\/\/en.marcusm.dk\/bad_podcast\/?post_type=podcast&#038;p=99"},"modified":"2025-08-13T12:31:53","modified_gmt":"2025-08-13T12:31:53","slug":"ai-ready-tso-data-best-practices-for-organization-and-compliance","status":"publish","type":"podcast","link":"https:\/\/en.marcusm.dk\/bad_podcast\/podcast\/ai-ready-tso-data-best-practices-for-organization-and-compliance\/","title":{"rendered":"AI-Ready TSO Data: Best Practices for Organization and Compliance"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The provided text outlines\u00a0<strong>best practices for Transmission System Operators (TSOs)<\/strong>, such as Energinet, to organise their data for\u00a0<strong>compatibility with AI technologies<\/strong>\u00a0and\u00a0<strong>compliance with European standards<\/strong>. It highlights the importance of\u00a0<strong>adopting industry-standard data models<\/strong>\u00a0like CIM and CGMES for grid and market data, alongside creating a\u00a0<strong>unified &#8220;single source of truth&#8221; knowledge graph<\/strong>\u00a0to enhance interoperability and data discoverability. The text also discusses\u00a0<strong>modern data architecture patterns<\/strong>, including central data lakes and domain-oriented data mesh principles, recommending a hybrid approach. Finally, it stresses the crucial need for\u00a0<strong>robust data governance, privacy (GDPR), and cybersecurity (NIS2 compliance)<\/strong>, ensuring data readiness for future European data-sharing initiatives like the Common European Energy Data Space.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The provided text outlines\u00a0best practices for Transmission System Operators (TSOs), such as Energinet, to organise their data for\u00a0compatibility with AI technologies\u00a0and\u00a0compliance with European standards. It highlights the importance of\u00a0adopting industry-standard data models\u00a0like CIM and CGMES for grid and market data, alongside creating a\u00a0unified &#8220;single source of truth&#8221; knowledge graph\u00a0to enhance interoperability and data discoverability. The [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"episode_type":"audio","audio_file":"http:\/\/en.marcusm.dk\/bad_podcast\/wp-content\/uploads\/2025\/08\/Powering_Tomorrow__How_TSOs_Transform_Grid_Data_with_AI_and_European_Standards.m4a","cover_image":"","cover_image_id":"","duration":"24:58","filesize":"45.99M","date_recorded":"2025-08-13 12:31:52","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","filesize_raw":"48220202"},"tags":[],"series":[10],"class_list":["post-99","podcast","type-podcast","status-publish","hentry","series-digital-accelerations-podcast"],"episode_featured_image":false,"episode_player_image":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-content\/uploads\/2025\/08\/image-3.png","download_link":"https:\/\/en.marcusm.dk\/bad_podcast\/podcast-download\/99\/ai-ready-tso-data-best-practices-for-organization-and-compliance","player_link":"https:\/\/en.marcusm.dk\/bad_podcast\/podcast-player\/99\/ai-ready-tso-data-best-practices-for-organization-and-compliance","audio_player":"<a class=\"wp-embedded-audio\" href=\"https:\/\/en.marcusm.dk\/bad_podcast\/podcast-player\/99\/ai-ready-tso-data-best-practices-for-organization-and-compliance\">https:\/\/en.marcusm.dk\/bad_podcast\/podcast-player\/99\/ai-ready-tso-data-best-practices-for-organization-and-compliance<\/a>","episode_data":{"playerMode":"dark","subscribeUrls":{"apple_podcasts":{"key":"apple_podcasts","url":"","label":"Apple Podcasts","class":"apple_podcasts","icon":"apple-podcasts.png"},"stitcher":{"key":"stitcher","url":"","label":"Stitcher","class":"stitcher","icon":"stitcher.png"},"google_podcasts":{"key":"google_podcasts","url":"","label":"Google Podcasts","class":"google_podcasts","icon":"google-podcasts.png"},"spotify":{"key":"spotify","url":"","label":"Spotify","class":"spotify","icon":"spotify.png"}},"rssFeedUrl":"https:\/\/en.marcusm.dk\/bad_podcast\/feed\/podcast\/digital-accelerations-podcast","embedCode":"<blockquote class=\"wp-embedded-content\" data-secret=\"AYn2v0S0Cv\"><a href=\"https:\/\/en.marcusm.dk\/bad_podcast\/podcast\/ai-ready-tso-data-best-practices-for-organization-and-compliance\/\">AI-Ready TSO Data: Best Practices for Organization and Compliance<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/en.marcusm.dk\/bad_podcast\/podcast\/ai-ready-tso-data-best-practices-for-organization-and-compliance\/embed\/#?secret=AYn2v0S0Cv\" width=\"500\" height=\"350\" title=\"&#8220;AI-Ready TSO Data: Best Practices for Organization and Compliance&#8221; &#8211; Digital Accelerations Podcast-feed\" data-secret=\"AYn2v0S0Cv\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/en.marcusm.dk\/bad_podcast\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n"},"_links":{"self":[{"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/podcast\/99","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/podcast"}],"about":[{"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/types\/podcast"}],"author":[{"embeddable":true,"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/comments?post=99"}],"wp:attachment":[{"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/media?parent=99"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/tags?post=99"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/en.marcusm.dk\/bad_podcast\/wp-json\/wp\/v2\/series?post=99"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}