{"id":4744,"date":"2026-02-03T13:06:27","date_gmt":"2026-02-03T12:06:27","guid":{"rendered":"https:\/\/engineering-automation.de\/?p=4744"},"modified":"2026-07-01T09:36:31","modified_gmt":"2026-07-01T07:36:31","slug":"ki-gestuetzter-programmierassistent-fuer-die-automatisierungsindustrie","status":"publish","type":"post","link":"http:\/\/engineering-automation.de\/en\/ki-gestuetzter-programmierassistent-fuer-die-automatisierungsindustrie\/","title":{"rendered":"AI-supported programming assistant for the automation industry"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4744\" class=\"elementor elementor-4744\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2bfb74 e-con-full e-flex e-con e-parent\" data-id=\"d2bfb74\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d65030e e-con-full e-flex e-con e-child\" data-id=\"d65030e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f46ac4a elementor-widget elementor-widget-heading\" data-id=\"f46ac4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">News<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bacd973 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"bacd973\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI-supported programming assistant for the automation industry<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97ecf29 mdw-horizontal-scroll e-flex e-con-boxed e-con e-parent\" data-id=\"97ecf29\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-adcb977 e-con-full e-flex e-con e-child\" data-id=\"adcb977\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3291b81 e-con-full e-flex e-con e-child\" data-id=\"3291b81\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb3edde elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fb3edde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">news article<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4d872 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5a4d872\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">AI-supported programming assistant for the automation industry<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f23d54e elementor-widget__width-inherit mdw-reveal-animation-left  animated-slow elementor-view-default elementor-invisible elementor-widget elementor-widget-icon\" data-id=\"f23d54e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;flash&quot;}\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 491.31 429.49\"><polygon points=\"48.9 0 0 63.57 138.68 204.34 .63 339.1 57.08 401.2 257.23 204.34 48.9 0\"><\/polygon><rect x=\"195.08\" y=\"353.66\" width=\"296.23\" height=\"75.82\"><\/rect><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33a6932 elementor-widget elementor-widget-text-editor\" data-id=\"33a6932\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Wie k\u00f6nnen Entwickler speicherprogrammierbare Steuerungen effizienter programmieren, ohne sensible Daten in die Cloud zu \u00fcbertragen? Im Auftrag von Mitsubishi Electric hat das Team Machine Learning des Fraunhofer IOSB-INA einen spezialisierten KI-Assistenten entwickelt, der herstellerspezifischen Code generiert und validiert. Das Projekt zeigt exemplarisch, wie der Transferansatz des Leistungszentrums Engineering Automation industrielle Herausforderungen l\u00f6st.<\/p><p>\u00a0<\/p><h4><span style=\"color: #00ccff;\">Challenge: Proprietary systems meet data protection<\/span><\/h4><p>Programming programmable logic controllers (PLCs) is time-consuming and error-prone. Each manufacturer uses its own dialects and proprietary function blocks \u2013 what works with a Siemens controller cannot be easily transferred to a Mitsubishi Electric system. Modern AI models such as GPT-4 can write code in principle, but they do not know the specific syntax rules of individual manufacturers. This information is documented in extensive manuals and is not accessible to the models' training data. At the same time, cloud-based solutions are out of the question for many industrial companies for data protection reasons.<\/p><h4><span style=\"color: #00ccff;\">Solution: Intelligent knowledge database with compiler integration<\/span><\/h4><p>The GeneriST project resulted in an AI assistant that is specifically tailored to Mitsubishi Electric's Structured Text implementation. The system uses Retrieval-Augmented Generation (RAG): a specialized knowledge database contains function modules, syntax rules, and code examples that are retrieved specifically for each query and provided to the language model as context.<\/p><p>Ein besonderes Merkmal ist die direkte Integration des GX Works3-Compilers. Generierter Code wird automatisch kompiliert und bei Fehlern iterativ korrigiert. So erhalten Nutzer validierten, sofort ausf\u00fchrbaren Code.\u00a0<\/p><p>In der Evaluation mit 100 Testaufgaben erreichte das RAG-gest\u00fctzte System eine Kompilierungsrate von bis zu 87 Prozent. Ohne Wissensdatenbank lag sie bei 38 Prozent. Auch ein lokal lauff\u00e4higes Offline-Modell erreichte 86 Prozent und erm\u00f6glicht damit den Einsatz in sensiblen Industrieumgebungen ohne externe Cloud-Abh\u00e4ngigkeiten.<\/p><p>The architecture developed is not limited to Mitsubishi Electric. By exchanging the knowledge database and adapting the prompt templates, the system can be transferred to other PLC manufacturers. GeneriST thus offers a blueprint for companies that want to develop AI-supported programming assistants for proprietary systems.<\/p><p>Are you interested in this topic? Please contact Dr. Gesa Benndorf, head of the Machine Learning team at Fraunhofer IOSB-INA.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99d2a3e elementor-widget elementor-widget-post-navigation\" data-id=\"99d2a3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation\" role=\"navigation\" aria-label=\"Post Navigation\">\n\t\t\t<div class=\"elementor-post-navigation__prev elementor-post-navigation__link\">\n\t\t\t\t<a href=\"http:\/\/engineering-automation.de\/en\/jowat-se-startet-unternehmensweite-ki-strategie-mit-fraunhofer-iem\/\" rel=\"prev\"><span class=\"elementor-post-navigation__link__prev\"><span class=\"post-navigation__prev--label\">previous post<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-post-navigation__next 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class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"http:\/\/engineering-automation.de\/en\/news-events-generative-ki-in-der-engineering-automation\/\" >\n\t\t\t\t\t\t\tClick here for the news articles\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>How can developers program programmable logic controllers more efficiently \u2013 without transferring sensitive data to the cloud? On behalf of Mitsubishi Electric, the Machine Learning team at Fraunhofer IOSB-INA has developed a specialized AI assistant that generates and validates manufacturer-specific code. The project exemplifies how the transfer approach of the Engineering Automation High-Performance Center solves industrial challenges.<\/p>","protected":false},"author":5,"featured_media":4741,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4744","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Jowat SE startet unternehmensweite KI-Strategie mit Fraunhofer IEM<\/title>\n<meta name=\"description\" content=\"Jowat SE startet mit Fraunhofer IEM eine KI-Roadmap f\u00fcr strategische KI im industriellen Umfeld.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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