{"id":75794,"date":"2025-11-20T11:15:12","date_gmt":"2025-11-20T10:15:12","guid":{"rendered":"https:\/\/fhi.nl\/?page_id=75794"},"modified":"2026-06-15T15:30:47","modified_gmt":"2026-06-15T13:30:47","slug":"embedded-ai-voor-machines-en-apparaten","status":"publish","type":"page","link":"https:\/\/fhi.nl\/en\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/","title":{"rendered":"Embedded AI for machines and devices"},"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\">\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\" href=\"https:\/\/fhi.nl\/en\/wots\/world-of-electronics\/\">\n\t\t\t\t\t\t\t<svg width=\"56\" height=\"33\" viewbox=\"0 0 56 33\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><rect x=\"56\" y=\"33\" width=\"56\" height=\"33\" rx=\"16.5\" transform=\"rotate(180 56 33)\" fill=\"#2A5CEE\"\/><path d=\"M22.262 22.456 16.294 16.5l5.968-5.956M39.706 16.5H16.293\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg> Back to World of Electronics\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h6 class=\"header__subtitle\">World of Electronics<\/h6>\n\t\t\t\t\n\t\t\t\t<h1 class=\"header__title\" >\n\t\t\t\t\tEmbedded AI for machines and devices\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\t\t\t\t<div class=\"header__second\">\n\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"header__branch-logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/header>\n\n\n\n\n\n<div class=\"text bg--offwhite\">\n\t<div class=\"container\">\n\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>Seminar Embedded AI for machines and devices<\/h2><\/div>\t\t\t\t\t\t<div class=\"text__content text__content--1-col\">\n\t\t\t<p>Embedded AI transforms machines and devices into smart, self-learning systems that optimize processes and make decisions autonomously. During the Embedded AI seminar, you&#039;ll discover in three lectures what&#039;s already possible today and what opportunities the future holds. You&#039;ll gain insight into current AI developments and see concrete practical examples such as image processing for quality control and real-time analysis of sensor data. You&#039;ll also learn which technical choices are essential for successful implementation, from hardware to software architecture. This session offers machine and equipment manufacturers practical tools to effectively integrate AI into their systems.<\/p>\n<p><strong>Faraday Hall 9 | Thursday, September 24, 1:00 PM \u2013 2:30 PM<\/strong><\/p>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<div class=\"image-text bg--white\">\n\t<div class=\"container\">\n\t\t<div class=\"image-text__wrapper\">\n\t\t\t<div class=\"image-text-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"305\" height=\"283\" src=\"https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-305x283.jpg\" class=\"attachment-image_text_block size-image_text_block\" alt=\"\" srcset=\"https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-305x283.jpg 305w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-300x278.jpg 300w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-1024x950.jpg 1024w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-768x712.jpg 768w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-13x12.jpg 13w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-1165x1080.jpg 1165w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-518x480.jpg 518w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-690x640.jpg 690w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas-200x185.jpg 200w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Erwin-Haas.jpg 1267w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/>\t\t\t\t  <label><\/label>\n\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\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 class='image-text-content__title'>From sensor to control: AI in the process industry beyond the model<\/h2><\/div>\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"image-text-content__text\"><p>Most AI initiatives in the process industry fail not because the technology is lacking, but because they start with the algorithm rather than with the batch that is at risk of going wrong. AI is not a ready-made product that you place alongside your process; it is a tool that only delivers value when it is anchored in your process data, your domain knowledge, and your way of working.<\/p>\n<p>In this session, I will show what that means in practice. How to turn raw sensor data\u2014with all its gaps, noise, and varying measurement frequencies\u2014into something usable. Why the step from \u201cwe have data\u201d to \u201cwe act on it\u201d is often underestimated, and which choices regarding data streams, storage, and modeling make the difference. And why the distinction between applying existing tools and building something that truly fits your installation is crucial to whether it sticks.<\/p>\n<p>No hype and no generic promises, but concrete examples from our work in the industry, including what didn&#039;t work. You will see how an iterative approach, with room to learn, leads to solutions that operators trust and that actually have an impact on the process.<\/p>\n<p><em>Speaker: Erwin Haas, Landscape AI<\/em><\/p>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<div class=\"image-text bg--offwhite\">\n\t<div class=\"container\">\n\t\t<div class=\"image-text__wrapper image-text__wrapper--reverse\">\n\t\t\t<div class=\"image-text-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"283\" height=\"283\" src=\"https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-283x283.jpg\" class=\"attachment-image_text_block size-image_text_block\" alt=\"\" srcset=\"https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-283x283.jpg 283w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-300x300.jpg 300w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-150x150.jpg 150w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-768x768.jpg 768w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-12x12.jpg 12w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-480x480.jpg 480w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-640x640.jpg 640w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt-200x200.jpg 200w, https:\/\/fhi.nl\/app\/uploads\/2024\/09\/a-lohmeijer-kitt.jpg 1000w\" sizes=\"(max-width: 283px) 100vw, 283px\" \/>\t\t\t\t  <label><\/label>\n\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\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 class='image-text-content__title'>Remove AI from the cloud!<\/h2><\/div>\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"image-text-content__text\"><p>The rapid growth of advanced AI language models is promising, but also potentially very dangerous and unsustainable.<br \/>\nOur carefully generated sustainable energy is being burned to an ever-increasing extent in enormous data centers.<br \/>\nA partial solution to this problem is the local application of AI. Within a defined context, specific AI algorithms deliver much better performance with less computing power.<br \/>\nIn this presentation, the latest developments in this field are shown. Modern microcontrollers are already being equipped with a dedicated \u201cNeural Processing Core\u201d to classify sensor data locally, for example. This prevents vast amounts of data about us and our behavior from ending up in data centers, with all the associated potential dangers.<br \/>\nSo remove AI from the cloud!<\/p>\n<p><em>Speaker: KITT Engineering, Andries Lohmeijer<\/em><\/p>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<div class=\"image-text bg--white\">\n\t<div class=\"container\">\n\t\t<div class=\"image-text__wrapper\">\n\t\t\t<div class=\"image-text-image\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"472\" height=\"283\" src=\"https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet-472x283.jpg\" class=\"attachment-image_text_block size-image_text_block\" alt=\"\" srcset=\"https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet-472x283.jpg 472w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet-300x180.jpg 300w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet-18x12.jpg 18w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet-200x120.jpg 200w, https:\/\/fhi.nl\/app\/uploads\/2026\/06\/Bas-Vet.jpg 500w\" sizes=\"(max-width: 472px) 100vw, 472px\" \/>\t\t\t\t  <label><\/label>\n\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\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 class='image-text-content__title'>Hardware selection for edge AI systems in practice<\/h2><\/div>\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"image-text-content__text\"><p>How do you choose the right hardware for an intelligent system at the edge of the network? In this presentation, we show how sensors, signal processing, available data, and computational requirements together determine which embedded hardware is suitable for an edge AI solution.<\/p>\n<p>Using two practical examples\u2014a medical measurement system and a vision system\u2014we discuss how design choices at the system level impact model complexity, energy consumption, latency, and implementation on the final platform.<\/p>\n<p>This provides accessible insight into the technical considerations behind the step from algorithm to working embedded \/ edge system.<\/p>\n<p><em>Speaker: Demcon, Bas Vet<\/em><\/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":17,"featured_media":75774,"parent":20211,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"branches":[],"events":[8],"secretariat":[],"categories":[],"themes_tax":[541],"class_list":["post-75794","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Embedded AI voor machines en apparaten - 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\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Embedded AI voor machines en apparaten - FHI, federatie van technologiebranches\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fhi.nl\/en\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/\" \/>\n<meta property=\"og:site_name\" content=\"FHI, federatie van technologiebranches\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-15T13:30:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/fhi.nl\/app\/uploads\/2025\/11\/1-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1152\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/\",\"url\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/\",\"name\":\"Embedded AI voor machines en apparaten - FHI, federatie van technologiebranches\",\"isPartOf\":{\"@id\":\"https:\/\/fhi.nl\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/fhi.nl\/app\/uploads\/2025\/11\/1-1.jpg\",\"datePublished\":\"2025-11-20T10:15:12+00:00\",\"dateModified\":\"2026-06-15T13:30:47+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/#primaryimage\",\"url\":\"https:\/\/fhi.nl\/app\/uploads\/2025\/11\/1-1.jpg\",\"contentUrl\":\"https:\/\/fhi.nl\/app\/uploads\/2025\/11\/1-1.jpg\",\"width\":1920,\"height\":1152},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fhi.nl\/wots\/world-of-electronics\/embedded-ai-voor-machines-en-apparaten\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/fhi.nl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"WoTS\",\"item\":\"https:\/\/fhi.nl\/wots\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"World of Electronics &#8211; 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