{"id":4514,"date":"2025-04-28T07:08:00","date_gmt":"2025-04-28T07:08:00","guid":{"rendered":"https:\/\/dlaboratory.com\/?p=4514"},"modified":"2025-04-28T07:08:03","modified_gmt":"2025-04-28T07:08:03","slug":"dlab-to-present-research-on-predictive-fault-management-at-cired-2025","status":"publish","type":"post","link":"https:\/\/dlaboratory.com\/en\/dlab-to-present-research-on-predictive-fault-management-at-cired-2025\/","title":{"rendered":"dLab to present research on predictive fault management at CIRED 2025"},"content":{"rendered":"\n<p>Johan Mikkelsen and Kewin Erichsen at dLab have had their paper <em>\u201cEnhanced Power Grid Reliability through 14-Day Machine Learning Predictions for Proactive Fault Management\u201d<\/em> accepted for a poster presentation at <strong>CIRED 2025<\/strong>.<\/p>\n\n\n\n<p>The paper highlights how machine learning-based 14-day fault predictions can strengthen proactive maintenance strategies and improve power grid reliability\u2014key steps toward smarter and more resilient power grids. The work reflects our ongoing commitment to helping distribution system operators (DSOs) optimize grid operations through innovative data-driven solutions.<\/p>\n\n\n\n<p><strong>CIRED 2025<\/strong> will take place <strong>16\u201319 June 2025<\/strong> in Geneva, Switzerland, and dLab will participate both as presenters and as exhibitors. Visitors are welcome to meet us at <strong>booth F11<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.cired2025.org\/registration\">Get your ticket here&#8230;<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Johan Mikkelsen and Kewin Erichsen at dLab have had their paper \u201cEnhanced Power Grid Reliability through 14-Day Machine Learning Predictions for Proactive Fault Management\u201d accepted for a poster presentation at CIRED 2025. The paper highlights how machine learning-based 14-day fault predictions can strengthen proactive maintenance strategies and improve power grid reliability\u2014key steps toward smarter and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4515,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[23,25],"tags":[],"class_list":["post-4514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-news","category-events"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>dLab to present research on predictive fault management at CIRED 2025 - dLab<\/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:\/\/dlaboratory.com\/en\/dlab-to-present-research-on-predictive-fault-management-at-cired-2025\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"dLab to present research on predictive fault management at CIRED 2025\" \/>\n<meta property=\"og:description\" content=\"Johan Mikkelsen and Kewin Erichsen at dLab have had their paper \u201cEnhanced Power Grid Reliability through 14-Day Machine Learning Predictions for Proactive Fault Management\u201d accepted for a poster presentation at CIRED 2025. 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