{"id":82870,"date":"2026-05-28T12:28:30","date_gmt":"2026-05-28T10:28:30","guid":{"rendered":"https:\/\/fhi.nl\/?page_id=82870"},"modified":"2026-05-28T12:28:33","modified_gmt":"2026-05-28T10:28:33","slug":"reliability-analysis-of-connected-lighting-systems-from-cloud-data","status":"publish","type":"page","link":"https:\/\/fhi.nl\/en\/reliability-analysis-of-connected-lighting-systems-from-cloud-data\/","title":{"rendered":"Reliability analysis of connected lighting systems from cloud data"},"content":{"rendered":"<header id=\"header\" class=\"header header--low header--branch\">\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\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"header__navigation-button\">\n\t\t\t\t\t\t<a class=\"header__navigation-button__arrow\" target=\"_self\" 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4.968 4.968 0 0 1-4.969 4.966 4.968 4.968 0 0 1-4.968-4.966Zm38.828-.002a4.647 4.647 0 0 1 9.294 0 4.647 4.647 0 0 1-9.294 0Zm38.836.001a4.326 4.326 0 0 1 8.652 0 4.326 4.326 0 0 1-8.652 0Zm38.843-.001a4.005 4.005 0 0 1 8.009 0 4.004 4.004 0 0 1-8.009 0Zm38.856 0a3.682 3.682 0 0 1 7.366 0 3.682 3.682 0 0 1-7.366 0Zm38.832.001a3.361 3.361 0 0 1 6.723 0 3.361 3.361 0 0 1-6.723 0Zm38.844.001a3.04 3.04 0 0 1 6.08 0 3.04 3.04 0 0 1-6.08 0Zm38.84.001a2.718 2.718 0 1 1 5.436.002 2.718 2.718 0 0 1-5.436-.002Zm38.847-.002a2.397 2.397 0 0 1 4.795 0 2.397 2.397 0 0 1-4.795 0Zm38.832-.001a2.076 2.076 0 1 1 4.151.002 2.076 2.076 0 0 1-4.151-.002Zm38.832 0a1.754 1.754 0 1 1 3.509.002 1.754 1.754 0 0 1-3.509-.002Zm38.848-.001a1.433 1.433 0 1 1 2.866.001 1.433 1.433 0 0 1-2.866-.001Z\" fill=\"#2A5CEE\"\/><\/svg>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"image-text-content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"image-text-content__text\"><p>This work presents a reliability analysis approach for connected outdoor lighting systems using cloud-derived field data. Traditional in-house reliability models often struggled with validation due to limited and imprecise failure and usage data, particularly concerning operational burning hours. With Signify\u2019s installed base of over 100 million connected light points, large-scale cloud data from luminaire controllers now enables more accurate reliability assessments. The collected data includes detailed operational states and failure information transmitted via gateways to the cloud, allowing improved estimation of failures in time and validation of reliability predictions. The study demonstrates how cloud analytics can enhance forecasting accuracy and discusses the challenges of cleaning and interpreting datasets from connected lighting systems. These challenges are rooted in product- and business-specific characteristics that differ significantly from other industries, such as automotive or industrial equipment.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Speaker: Dr. Piet Watt\u00e9 &#8211; Signify Research Eindhoven<\/em><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":56,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"branches":[13],"events":[365],"secretariat":[42],"categories":[],"themes_tax":[],"class_list":["post-82870","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Reliability analysis of connected lighting systems from cloud data - 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\/reliability-analysis-of-connected-lighting-systems-from-cloud-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Reliability analysis of connected lighting systems from cloud data - 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