{"id":67839,"date":"2023-03-20T15:48:51","date_gmt":"2023-03-20T15:48:51","guid":{"rendered":"https:\/\/www.gantner-instruments.com\/unternehmen\/forschung\/analytics\/"},"modified":"2025-07-24T13:00:36","modified_gmt":"2025-07-24T13:00:36","slug":"analytics","status":"publish","type":"page","link":"https:\/\/www.gantner-instruments.com\/de\/unternehmen\/forschung\/analytics\/","title":{"rendered":"ANALYTICS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"67839\" class=\"elementor elementor-67839 elementor-67600\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-efa31aa elementor-section-full_width elementor-section-height-full _coverSection _imageMedium elementor-section-height-default elementor-section-items-middle\" data-id=\"efa31aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-50cc376\" data-id=\"50cc376\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-638a0c7 elementor-section-full_width elementor-section-height-full elementor-section-height-default\" data-id=\"638a0c7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2796297\" data-id=\"2796297\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2582321 elementor-widget elementor-widget-heading\" data-id=\"2582321\" 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\">ANALYTICS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2dfe32 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"b2dfe32\" 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\">Erweiterte System\u00fcberwachung und -analyse f\u00fcr intelligente Netze<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bd48958 elementor-section-full_width elementor-section-content-middle elementor-hidden-tablet elementor-hidden-mobile webhooks db-hover-box elementor-section-height-default elementor-section-height-default\" data-id=\"bd48958\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:400,&quot;sticky_effects_offset&quot;:49,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2eb92d9\" data-id=\"2eb92d9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-26ec0c6 elementor-widget__width-auto stickymenubold hidden-point db-hover-slideout elementor-widget elementor-widget-text-editor\" data-id=\"26ec0c6\" 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<ul><li><a href=\"#scope\">Bereich<\/a><\/li><li><a href=\"#Benefits\">Vorteile<\/a><\/li><li><a href=\"#Approach\">N\u00e4herung<\/a><\/li><li><a href=\"#Project_Activities\">Projekt-Aktivit\u00e4ten<\/a><\/li><li><a href=\"#Technology_Enablers\">Technologie-Bef\u00e4higer<\/a><\/li><li><a href=\"#Latests_Results\">J\u00fcngste Ergebnisse<\/a><\/li><li><a href=\"#Workshop_Publications\">Workshop \/ Ver\u00f6ffentlichungen<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c8b693c db-hover-scale db-hover-slideout\" data-id=\"c8b693c\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d790324 elementor-widget__width-inherit e-transform elementor-widget elementor-widget-text-editor\" data-id=\"d790324\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_rotateZ_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-90,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_rotateZ_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" 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><strong>NAVIGATION<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a5d791 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a5d791\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2bad97a\" data-id=\"2bad97a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-274989d elementor-widget elementor-widget-heading\" data-id=\"274989d\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"#About_IPERMON\" 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\">Entdecken Sie Regelung und KI f\u00fcr die Smart-Grid-Dienste von morgen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f0dcd3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f0dcd3\" data-element_type=\"section\" data-e-type=\"section\" id=\"scope\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-049e06e\" data-id=\"049e06e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30dea95 elementor-widget elementor-widget-heading\" data-id=\"30dea95\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Bereich<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35a2fdc elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"35a2fdc\" 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><strong>Erweiterte System\u00fcberwachungs- und Analysel\u00f6sung mit intelligenten, interoperablen, datengesteuerten Funktionen f\u00fcr effiziente Big-Data-Echtzeitanalyse, Fehlerdiagnose, automatisiertes Management und integrierte Regelung<\/strong><\/p><p>K\u00fcnftige Stromnetze werden einen gro\u00dfen Anteil an verteilten und schwankenden erneuerbaren Energiequellen enthalten. Sie werden digital erweitert werden, um die notwendige Beobachtbarkeit und Regelung der zugrunde liegenden dezentralen Energieressourcen (DER) zu erm\u00f6glichen. Eine gro\u00dfe Herausforderung im Rahmen der Dekarbonisierung des Stromsektors und der Anpassung an den zuk\u00fcnftigen Energiebedarf ist die nahtlose Integration von dezentralen Energiequellen wie Photovoltaik und Batteriespeichersystemen in die Stromnetze durch fortschrittliche Management- und Steuerungssysteme.   <br>Daher treten wir in eine \u00c4ra ein, in der der Fokus auf der Verbesserung der PV-Leistung und der Beschleunigung des Fortschritts durch neue Entwicklungen liegt, die eine vollst\u00e4ndig disponierbare Erzeugung mit Speicherung erm\u00f6glichen. Die Industrie ben\u00f6tigt eine fortschrittliche, robuste und kosteneffiziente System\u00fcberwachung und -steuerung, wie die Solar Europe Industry Initiative (SEII) hervorhebt, um den \u00dcbergang zu einem Netz f\u00fcr erneuerbare Energien zu erm\u00f6glichen. <\/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-639d261 elementor-widget elementor-widget-image\" data-id=\"639d261\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1536\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/shutterstock_660970702.jpg\" class=\"attachment-full size-full wp-image-67660\" alt=\"Smart Grid\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/shutterstock_660970702.jpg 2560w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/shutterstock_660970702-300x180.jpg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/shutterstock_660970702-1024x614.jpg 1024w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/shutterstock_660970702-768x461.jpg 768w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a8b582c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a8b582c\" data-element_type=\"section\" data-e-type=\"section\" id=\"Benefits\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35d1821\" data-id=\"35d1821\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1dcf11 elementor-widget elementor-widget-heading\" data-id=\"e1dcf11\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Vorteile<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f7347a elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5f7347a\" 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>Ziel ist es, den Wert und die Kompetenz von Wind-, Solar- und Energiespeichern durch die Entwicklung eines Multi-Service-\u00dcberwachungs- und Regelung der n\u00e4chsten Generation zu steigern:<\/p><ul><li>Erh\u00f6ht die Effizienz des Systems,<\/li><li>Senkt die Investitionskosten durch optimale Leistung,<\/li><li>Bietet kommunikative intelligente Netzsteuerungsdienste an.<\/li><\/ul><p>Das intelligente \u00dcberwachungs- und Cloud-basierte Regelungssystem wird durch die Integration fortschrittlicher Datenanalysealgorithmen in eine Edge-Computing-L\u00f6sung mit Cloud-Konnektivit\u00e4t entwickelt. Die Implementierung intelligenter, automatisierter und interoperabler datengesteuerter Funktionen erm\u00f6glicht eine effiziente Echtzeitanalyse von Big Data, eine vorausschauende Fehlerdiagnose, ein Betriebsmanagement und eine integrierte intelligente Regelung des Stromnetzes. Diese Funktionen werden die Stromgestehungskosten (Levelized Cost of Electricity &#8211; LCoE) senken, indem sie die Lebenszeitleistung erh\u00f6hen, die betriebliche Effizienz verbessern und den Systembetrieb optimieren. Daher wird das System einen erheblichen Einfluss auf die Wertsch\u00f6pfungskette der Technologie haben und als \u00dcbergangsschritt hin zu einer vollst\u00e4ndig disponierbaren erneuerbaren Energieerzeugung dienen.   <\/p><p>Unsere Forschung unterst\u00fctzt Echtzeit-Daten-Streaming-Plattformen wie <a href=\"https:\/\/www.gantner-instruments.com\/de\/produkte\/software\/gi-cloud-dezentrale-streaming-plattform\/\">GI.cloud<\/a>, die eine effiziente Analyse und Regelung des Systems erm\u00f6glichen.<\/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-28fb1fc elementor-widget elementor-widget-image\" data-id=\"28fb1fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1132\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Machine_Learning.jpg\" class=\"attachment-full size-full wp-image-67662\" alt=\"Analytics_Machine_Learning\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Machine_Learning.jpg 2560w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Machine_Learning-300x133.jpg 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Machine_Learning-1024x453.jpg 1024w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Machine_Learning-768x340.jpg 768w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a5a236 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a5a236\" data-element_type=\"section\" data-e-type=\"section\" id=\"Approach\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20cdff5\" data-id=\"20cdff5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d117d8f elementor-widget elementor-widget-heading\" data-id=\"d117d8f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">N\u00e4herung<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6143c2d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"6143c2d\" 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>Der Ansatz des Forschungsprojekts ist:<\/p><ul><li>Bewertung von Datenaggregations- und Interoperabilit\u00e4tsprotokollen<\/li><li>Formulierung von Protokollen und Leitlinien f\u00fcr interoperable Smart-Grid-Steuerungen<\/li><li>Entwicklung pr\u00e4diktiver Algorithmen f\u00fcr die O&amp;M-Fehlerdiagnose und Modelle f\u00fcr die Zuverl\u00e4ssigkeit von Anlagen, die als Softwaremodule in das fortschrittliche System integriert werden<\/li><li>Optimierung der PV-plus-Speicherleistung durch die Entwicklung von Replikaten mit Spitzenleistung (digitale Zwillinge)<\/li><li>Demonstration der optimalen Leistung von digitalen Zwillingen und softwarebasierten flexiblen Kraftwerksreglern bei Frequenzen im intelligenten Netz<\/li><\/ul><p>Das intelligente \u00dcberwachungs- und Cloud-basierte Regelung wird mit der n\u00e4chsten Generation von O&amp;M, bahnbrechenden \u00dcberwachungsdiensten (z. B. kosteneffizientes pr\u00e4diktives O&amp;M, Vorhersagen von Leistungsverlusten und Ausf\u00e4llen sowie Zuverl\u00e4ssigkeitsroutinen) und fortschrittlichen Netz-zu-Speicher-Anwendungen integriert, die mit Daten arbeiten, die von einer Vielzahl von Ger\u00e4ten (z. B. Speicher- und Netzsteuerungen) und Tools (z. B. Wettervorhersagen, Workflows und Anlagenwarnungen) erfasst werden.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e33495b section-to-adapt elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e33495b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e2c9da0\" data-id=\"e2c9da0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e126db1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e126db1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-fca1da9\" data-id=\"fca1da9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9719de4 elementor-widget elementor-widget-text-editor\" data-id=\"9719de4\" 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>Interessieren Sie sich f\u00fcr Technologiebausteine oder erste Ergebnisse von Pilotprojekten auf unserer Plattform?<\/p><p>Schreiben Sie uns eine <span style=\"color: #ffffff;\"><a style=\"color: #ffffff;\" href=\"mailto:marketing@gantner-instruments.com\">E-Mail<\/a><\/span>und wir vereinbaren einen Termin f\u00fcr eine Demo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83b97d9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83b97d9\" data-element_type=\"section\" data-e-type=\"section\" id=\"Project_Activities\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1203eac\" data-id=\"1203eac\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3ac53f elementor-widget elementor-widget-heading\" data-id=\"c3ac53f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Die wichtigsten Projektaktivit\u00e4ten<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc59e22 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"cc59e22\" 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<ol><li>Leitlinien f\u00fcr die Erfassung und Analyse von Datens\u00e4tzen \u00fcber die Leistung erneuerbarer Energien<\/li><li>HW- und SW-Anforderungen f\u00fcr die Anlagen-Digitalisierung und das Energieflussmanagement<\/li><li>Pr\u00e4zise Leistungsmodelle f\u00fcr Batteriespeichersysteme<\/li><li>Softwaremodule zur Vorhersage\/Diagnose von Ausf\u00e4llen und trendbasierten Verlusten<\/li><li>Zuverl\u00e4ssigkeit zur Vorhersage von Ger\u00e4teausf\u00e4llen<\/li><li>nteroperable Kommunikation f\u00fcr integrierten Betrieb und Datenaggregation<\/li><li>Cloud-basierte L\u00f6sung mit verbesserter Interoperabilit\u00e4t im Energiemanagement<\/li><li>Digitaler Zwilling und softwarebasierter Controller mit Echtzeit-Frequenzgang am Rand<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ab8c5ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ab8c5ae\" data-element_type=\"section\" data-e-type=\"section\" id=\"Technology_Enablers\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5fcdc87\" data-id=\"5fcdc87\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fcb02f elementor-widget elementor-widget-heading\" data-id=\"3fcb02f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Technologie-Bef\u00e4higer<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eeccf13 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"eeccf13\" 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>Die Aktivit\u00e4ten des Forschungsprojekts sind in acht Arbeitspakete (WPs) unterteilt<\/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-3e21a09 elementor-widget elementor-widget-spacer\" data-id=\"3e21a09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-4547ecf elementor-widget elementor-widget-shortcode\" data-id=\"4547ecf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><style>\r\n    .arc-hide-points:before{\r\n        color: #70707000 !important;\r\n    }\r\n<\/style>\r\n\r\n\r\n<div class=\"architecture-block-original\" data-action=\"67682\">\r\n    <div class=\"col-sm-6 hidden-xs\" data-section=\"hexagon_container\">       \r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"analytics\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Real-time edge computing<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"rules\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Scalable time-series data backend<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"applications\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Advanced Analytics<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"api\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Machine learning<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"enrichment\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>API, Open protocols and interfaces<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"user_interface\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Low-cost IoT Solutions<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row skip_first last'>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"services\"  style=\"left: 37%;margin-left: -6.6519235%; margin-top: -17.52147175%; margin-bottom: 17.52147175%;\"data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Real-world use cases<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated animated \" data-comb-element=\"storage\" style=\"left: 37%;margin-left: -6.6519235%; margin-top: -35.0429435%; margin-bottom: 35.0429435%;\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Financial performance & Risk classification<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='grey_wrapper left'><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"visible-xs\" data-section=\"hexagon_container\">       \r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"analytics\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Real-time edge computing<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"rules\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Scalable time-series data backend<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"applications\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Advanced Analytics<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"api\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                \r\n                <h3 class='hex_content'>Machine learning<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  '>\r\n            <div class=\"hex wow animated \" data-comb-element=\"enrichment\" data-color=\"blue\">\r\n                    <div class='svg color'><\/div>\r\n                    <div class='svg overlay'><\/div>\r\n                    <h3 class='hex_content'>API, Open protocols and interfaces<\/h3>\r\n                <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"user_interface\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Low-cost IoT Solutions<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n        <div class='hex_row  last'>\r\n            <div class=\"hex wow animated \" data-comb-element=\"services\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Real-world use cases<\/h3>\r\n            <\/div>\r\n            <div class=\"hex wow animated \" data-comb-element=\"storage\" data-color=\"blue\">\r\n                <div class='svg color'><\/div>\r\n                <div class='svg overlay'><\/div>\r\n                <h3 class='hex_content'>Financial performance & Risk classification<\/h3>\r\n            <\/div>\r\n        <\/div>\r\n            <div class='grey_wrapper left'><\/div>\r\n    <\/div>\r\n    <div class=\"col-sm-6 hidden-xs\" data-section=\"data_container\">\r\n        <div class='grey_wrapper hidden-xs'><\/div>\r\n        <div data-section=\"headline_and_content_navigation\">\r\n            <div data-field=\"headline\"><\/div>\r\n            <div data-field=\"content_navigation\">\r\n                <a href=\"#\" class=\"prev\" data-element-position=\"0\">Zur\u00fcck<\/a>\r\n                <a href=\"#\" class=\"next\" data-element-position=\"0\">Next<\/a>\r\n            <\/div>\r\n        <\/div>\r\n\r\n        <div data-field=\"content\"><\/div>\r\n    <\/div>\r\n\r\n    <div class=\"modal fade gi_cloud_comb_modal\">\r\n        <div class=\"modal-dialog\">\r\n            <div class=\"modal-content\">\r\n                <div class=\"modal-header\">\r\n                    <button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><\/button>\r\n                <\/div>\r\n                <div class=\"modal-body\" data-section=\"data_container\">\r\n                <div data-section=\"headline_and_content_navigation\">\r\n                    <div data-field=\"headline\"><\/div>\r\n                    <div data-field=\"content_navigation\">\r\n                        <a href=\"#\" class=\"prev\" data-element-position=\"0\">Zur\u00fcck<\/a>\r\n                        <a href=\"#\" class=\"next\" data-element-position=\"0\">Next<\/a>\r\n                    <\/div>\r\n                <\/div>\r\n                <div data-field=\"content\"><\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<script>\r\n\r\nvar hexContent67682 = JSON.parse(`[\"<div class=\\\\\\\"wpb_text_column wpb_content_element\\\\\\\" ><div 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});\r\n\r\n<\/script>\r\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-218a911 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"218a911\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ab37a18\" data-id=\"ab37a18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d6ee38 elementor-widget elementor-widget-heading\" data-id=\"1d6ee38\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Gewinnen Sie neue Einblicke in die Regelung und KI f\u00fcr das Smart Grid und die Asset Services von morgen.<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d162726 elementor-widget elementor-widget-button\" data-id=\"d162726\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics-data-processing-and-quality-verification?utm_referrer=https%3A%2F%2Fwwwgantnerinstrumentscom.kinsta.cloud%2F\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Abonnieren Sie das neueste Ergebnis<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-52aafa0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"52aafa0\" data-element_type=\"section\" data-e-type=\"section\" id=\"Latests_Results\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29a5aab\" data-id=\"29a5aab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d5a2bbd elementor-widget elementor-widget-heading\" data-id=\"d5a2bbd\" 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<h3 class=\"elementor-heading-title elementor-size-default\">J\u00fcngste Ergebnisse<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a05f537 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"a05f537\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2dfe4da\" data-id=\"2dfe4da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ab3e84 elementor-widget elementor-widget-heading\" data-id=\"4ab3e84\" 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\">Ergebnis 1:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81750d5 elementor-widget elementor-widget-text-editor\" data-id=\"81750d5\" 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>Aufbau eines Microgrid auf einem Universit\u00e4tscampus in Zypern<br><br><\/p><ul><li>Echtzeit-\u00dcberwachungs- und Regelung f\u00fcr ein kommerzielles Mikronetz<\/li><li>Interoperable Schnittstellen f\u00fcr Echtzeit-Informationsfl\u00fcsse f\u00fcr alle zugrundeliegenden Microgrid-Anlagen (Geb\u00e4udemanagementsysteme, intelligente Z\u00e4hler, Speicher und Photovoltaikanlagen)<\/li><li>Energiemanagementsystem, das in Echtzeit (mit einer Aufl\u00f6sung von 1 Hz) alle wichtigen Parameter f\u00fcr Verbrauch\/Erzeugung und Stromqualit\u00e4t anzeigt<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f9f9fa6\" data-id=\"f9f9fa6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c248632 elementor-widget elementor-widget-image\" data-id=\"c248632\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Microgrid-setup-at-University-Campus-in-Cyprus-768x431.png\" class=\"attachment-medium_large size-medium_large wp-image-67640\" alt=\"Microgrid setup at University Campus in Cyprus\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Microgrid-setup-at-University-Campus-in-Cyprus-768x431.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Microgrid-setup-at-University-Campus-in-Cyprus-300x168.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Microgrid-setup-at-University-Campus-in-Cyprus-1024x575.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a0c70f4 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"a0c70f4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0647497\" data-id=\"0647497\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b76aab8 elementor-widget elementor-widget-image\" data-id=\"b76aab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Hardware-and-cloud-backend-setup-at-Campus-768x431.png\" class=\"attachment-medium_large size-medium_large wp-image-67636\" alt=\"Hardware and cloud backend setup at Campus\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Hardware-and-cloud-backend-setup-at-Campus-768x431.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Hardware-and-cloud-backend-setup-at-Campus-300x169.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Hardware-and-cloud-backend-setup-at-Campus-1024x575.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7470c25\" data-id=\"7470c25\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b3c75d elementor-widget elementor-widget-heading\" data-id=\"0b3c75d\" 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\">Ergebnis 2:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60251a0 elementor-widget elementor-widget-text-editor\" data-id=\"60251a0\" 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>Einrichtung von Hardware und Cloud-Backend auf dem Campus der Universit\u00e4t von Zypern<br><br><\/p><ul><li>Demonstration der vollst\u00e4ndigen Interoperabilit\u00e4t mit dem Modbus-TCP-Kommunikationsprotokoll<\/li><li>Integrierte Anlagen umfassen Geb\u00e4udemanagementsysteme, intelligente Z\u00e4hler, Photovoltaik-Wechselrichter, Batteriespeichersysteme und Wetterstationen<\/li><\/ul><p> <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7daaf1e elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"7daaf1e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9425d9b\" data-id=\"9425d9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a3904c elementor-widget elementor-widget-heading\" data-id=\"4a3904c\" 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\">Ergebnis 3:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57004c3 elementor-widget elementor-widget-text-editor\" data-id=\"57004c3\" 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>Digitaler Zwilling f\u00fcr die PV-Fehlerdiagnose und die \u00dcberwachung des Gesundheitszustands.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-96690fb\" data-id=\"96690fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64e2b10 elementor-widget elementor-widget-image\" data-id=\"64e2b10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/221020_PowerPoint-Bildschirmprasentation-ANALYTICS_slides_for_results_screenshots_2_000637-768x432.png\" class=\"attachment-medium_large size-medium_large wp-image-67630\" alt=\"221020_PowerPoint-Bildschirmpr\u00e4sentation - ANALYTICS_slides_for_results_screenshots_2_000637\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/221020_PowerPoint-Bildschirmprasentation-ANALYTICS_slides_for_results_screenshots_2_000637-768x432.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/221020_PowerPoint-Bildschirmprasentation-ANALYTICS_slides_for_results_screenshots_2_000637-300x169.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/221020_PowerPoint-Bildschirmprasentation-ANALYTICS_slides_for_results_screenshots_2_000637-1024x576.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1191d34 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"1191d34\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-60e821c\" data-id=\"60e821c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e45e7e0 elementor-widget elementor-widget-image\" data-id=\"e45e7e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Mechanistic-Performance-Model-MPM-for-PV-Arrays-768x433.png\" class=\"attachment-medium_large size-medium_large wp-image-67638\" alt=\"Mechanistic Performance Model (MPM) for PV Arrays\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Mechanistic-Performance-Model-MPM-for-PV-Arrays-768x433.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Mechanistic-Performance-Model-MPM-for-PV-Arrays-300x169.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Mechanistic-Performance-Model-MPM-for-PV-Arrays-1024x577.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6a8250a\" data-id=\"6a8250a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79d93cc elementor-widget elementor-widget-heading\" data-id=\"79d93cc\" 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\">Ergebnis 4:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bda8b24 elementor-widget elementor-widget-text-editor\" data-id=\"bda8b24\" 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>Mechanistisches Leistungsmodell (MPM) f\u00fcr PV-Anlagen<\/p><ul><li>MPM ordnet dem erwarteten Leistungsverhalten einen aussagekr\u00e4ftigen normalisierten Koeffizienten zu, um beobachtete Messungen mit verst\u00e4ndlichen Verlustkoeffizienten anzupassen<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-370f10c elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"370f10c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6d562bf\" data-id=\"6d562bf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1398dcd elementor-widget elementor-widget-heading\" data-id=\"1398dcd\" 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\">Ergebnis 5:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a44d5ff elementor-widget elementor-widget-text-editor\" data-id=\"a44d5ff\" 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>Mechanistisches Leistungsmodell als Teil der Gantner \u00dcberwachungs- und Regelung<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2071ad3\" data-id=\"2071ad3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7aa14f4 elementor-widget elementor-widget-image\" data-id=\"7aa14f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/MPM-part-of-Gantners-Monitoring-and-control-platform-768x433.png\" class=\"attachment-medium_large size-medium_large wp-image-67645\" alt=\"MPM part of Gantner\u2019s Monitoring and control platform\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/MPM-part-of-Gantners-Monitoring-and-control-platform-768x433.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/MPM-part-of-Gantners-Monitoring-and-control-platform-300x169.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/MPM-part-of-Gantners-Monitoring-and-control-platform-1024x577.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0660f1d elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"0660f1d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ddbf700\" data-id=\"ddbf700\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b05098 elementor-widget elementor-widget-image\" data-id=\"2b05098\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Prediction-of-performance-768x431.png\" class=\"attachment-medium_large size-medium_large wp-image-67647\" alt=\"Prediction of performance\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Prediction-of-performance-768x431.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Prediction-of-performance-300x168.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Prediction-of-performance-1024x575.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4fceded\" data-id=\"4fceded\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd4ad8b elementor-widget elementor-widget-heading\" data-id=\"fd4ad8b\" 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\">Ergebnis 6:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17ce253 elementor-widget elementor-widget-text-editor\" data-id=\"17ce253\" 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>Vorhersageleistung des digitalen Zwillings mit Fehlern &lt; 3 % im MW-Ma\u00dfstab<\/p><ul><li>Digitale Zwillingsvorhersagemodelle, die sowohl mechanistische als auch maschinelle Lernprinzipien nutzen (K\u00fcnstliche Neuronale Netze und Extreme Gradient Boosting)<\/li><li>Standortspezifische Modellierung mit vollst\u00e4ndig optimierten Hyperparameter-Definitionsstufen<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b417763 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"b417763\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fe367ae\" data-id=\"fe367ae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2dd633b elementor-widget elementor-widget-heading\" data-id=\"2dd633b\" 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\">Ergebnis 7:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b643af9 elementor-widget elementor-widget-text-editor\" data-id=\"b643af9\" 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>Un\u00fcberwachte Lernmethoden f\u00fcr die Klassifizierung von Ausrei\u00dfern im MW-Ma\u00dfstab und in Mikronetzen<\/p><ul><li>Un\u00fcberwachte maschinelle Lernverfahren (z. B. k-N\u00e4chste Nachbarn, winkelbasierter Ausrei\u00dferdetektor), die auf Daten angewendet werden, um Ausrei\u00dfer (Fehler) zu erkennen und zu klassifizieren<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-eb37616\" data-id=\"eb37616\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f240e1 elementor-widget elementor-widget-image\" data-id=\"1f240e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Unsupervised-Learning-768x431.png\" class=\"attachment-medium_large size-medium_large wp-image-67649\" alt=\"Unsupervised-Learning\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Unsupervised-Learning-768x431.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Unsupervised-Learning-300x168.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Unsupervised-Learning-1024x575.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9fd5182 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"9fd5182\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7d7d7a3\" data-id=\"7d7d7a3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cdb9b0f elementor-widget elementor-widget-image\" data-id=\"cdb9b0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"431\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Digital-Twin-modelling-and-replica-768x431.png\" class=\"attachment-medium_large size-medium_large wp-image-67634\" alt=\"Digital Twin modelling and replica\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Digital-Twin-modelling-and-replica-768x431.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Digital-Twin-modelling-and-replica-300x169.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Digital-Twin-modelling-and-replica-1024x575.png 1024w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-31c55fd\" data-id=\"31c55fd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dfd697d elementor-widget elementor-widget-heading\" data-id=\"dfd697d\" 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\">Ergebnis 8:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c148d3c elementor-widget elementor-widget-text-editor\" data-id=\"c148d3c\" 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>Modellierung und Nachbildung des digitalen Zwillings<\/p><ul><li>Vollst\u00e4ndig validierte, robuste und replizierbare Modelle von kleinen bis hin zu gro\u00dfen PV-Kraftwerken<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-132f783 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"132f783\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-81b7cf2\" data-id=\"81b7cf2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-550d2a1 elementor-widget elementor-widget-heading\" data-id=\"550d2a1\" 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\">Ergebnis 9:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78e1f65 elementor-widget elementor-widget-text-editor\" data-id=\"78e1f65\" 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>Modellierung der Abweichung der PV-Anlage<\/p><ul><li>Berechnung der Degradationsrate von PV-Anlagen, kurz- und langfristig, einschlie\u00dflich (RdTools)<\/li><li>Modellierung der Leistungsverlustrate und Erkennung von Leistungswendepunkten (langfristige Leistungsabweichungen)<\/li><li>Modellierung der Datenqualit\u00e4t, -verarbeitung und -\u00fcberpr\u00fcfung f\u00fcr die Photovoltaik-Analytik<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f9f6e3a\" data-id=\"f9f6e3a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3409ef7 elementor-widget elementor-widget-image\" data-id=\"3409ef7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"558\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Use-Case-768x558.png\" class=\"attachment-medium_large size-medium_large wp-image-67632\" alt=\"Analytics_\u00dbse Case\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Use-Case-768x558.png 768w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Use-Case-300x218.png 300w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Use-Case-1024x744.png 1024w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/03\/Analytics_Use-Case.png 1536w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2efbc6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2efbc6\" data-element_type=\"section\" data-e-type=\"section\" id=\"Workshop_Publications\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-588b46b\" data-id=\"588b46b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3ca772 elementor-widget elementor-widget-heading\" data-id=\"c3ca772\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Workshop \/ Ver\u00f6ffentlichungen<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c0dd5ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c0dd5ea\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24ac418\" data-id=\"24ac418\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a68f9fd elementor-widget elementor-widget-heading\" data-id=\"a68f9fd\" 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<h6 class=\"elementor-heading-title elementor-size-default\">\"Datenverarbeitung und Qualit\u00e4tspr\u00fcfung f\u00fcr verbesserte Photovoltaik-Leistungs- und Zuverl\u00e4ssigkeitsanalysen\", Progress in Photovoltaics, DOI:10.1002\/pip.3349, 2020 (Paper)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6793b4 elementor-widget elementor-widget-button\" data-id=\"a6793b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics-data-processing-and-quality-verification\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e82fe1e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e82fe1e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f3338a\" data-id=\"0f3338a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51b3eb7 elementor-widget elementor-widget-heading\" data-id=\"51b3eb7\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Intelligenter Cloud-basierter digitaler Zwilling zur \u00dcberwachung und Regelung von Photovoltaik-Kraftwerken, 49th IEEE PhotovoltaikSpecialists Conference (IEEE PVSC 49), Philadelphia, USA, 2022 (Paper)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97abe6f elementor-widget elementor-widget-button\" data-id=\"97abe6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_intelligent-cloud-based-monitoring\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-98ca4d1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98ca4d1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ca9fad7\" data-id=\"ca9fad7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9078b4a elementor-widget elementor-widget-heading\" data-id=\"9078b4a\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Intelligenter Cloud-basierter digitaler Zwilling zur \u00dcberwachung und Regelung von Photovoltaik-Kraftwerken, 49th IEEE PhotovoltaikSpecialists Conference (IEEE PVSC 49), Philadelphia, USA, 2022 (Pr\u00e4sentation)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6986de1 elementor-widget elementor-widget-button\" data-id=\"6986de1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_intelligent-cloud-based-monitoring-and-control\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba0e381 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba0e381\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-20cd87e\" data-id=\"20cd87e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a64107 elementor-widget elementor-widget-heading\" data-id=\"9a64107\" 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<h6 class=\"elementor-heading-title elementor-size-default\">\nFortschrittliche System\u00fcberwachung und k\u00fcnstliche intelligente datengesteuerte Analysen zur Erf\u00fcllung der Anforderungen von Photovoltaikkraftwerken im GW-Ma\u00dfstab, PV Performance Modeling Collaborative, Salt Lake City, USA, 2022<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87efe3b elementor-widget elementor-widget-button\" data-id=\"87efe3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_advanced-system-monitoring\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-62f7801 elementor-widget elementor-widget-button\" data-id=\"62f7801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.youtube.com\/watch?v=e78etFq6yBA\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Video ansehen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f4cf0e5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f4cf0e5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bf233e3\" data-id=\"bf233e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17352ec elementor-widget elementor-widget-heading\" data-id=\"17352ec\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Einheitliche Methodik f\u00fcr die Verarbeitung von PV-Daten, Qualit\u00e4tspr\u00fcfung, Web-Ank\u00fcndigung neuer Projektergebnisse im Zusammenhang mit der Datenqualit\u00e4t und der Voraus\u00fcberwachung von PV-Kraftwerken, PV magazine International, 2020 (Artikel)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-397b06b elementor-widget elementor-widget-button\" data-id=\"397b06b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_unified-methodology-for-pv-data\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ebad9c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ebad9c4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ee9be34\" data-id=\"ee9be34\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dee9bd0 elementor-widget elementor-widget-heading\" data-id=\"dee9bd0\" 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<h6 class=\"elementor-heading-title elementor-size-default\">PV Module Monitoring and Characterization, From data to insights across the PV technology development cycle, SUPSI PVLab Industry Day, 2021 (Pr\u00e4sentation)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9264648 elementor-widget elementor-widget-button\" data-id=\"9264648\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_pv-module-monitoring-and-characterization\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6031d0f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6031d0f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7249a50\" data-id=\"7249a50\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b83f2d5 elementor-widget elementor-widget-heading\" data-id=\"b83f2d5\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Verbesserung der Analysemethoden f\u00fcr IEC 61883-Matrix-Messungen, PV Performance Modelling Collaborative, Salt Lake City, USA, 2022<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0f4f97 elementor-widget elementor-widget-button\" data-id=\"c0f4f97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics-improving-analysis-methods\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DOWNLOAD<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7e627c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e627c8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-900363e\" data-id=\"900363e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cb6a7ce elementor-widget elementor-widget-heading\" data-id=\"cb6a7ce\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Advanced health-state data analytic workflow for utility-scale photovoltaic power plants, IEEE 50th Photovoltaics Specialists Conference (PVSC), San Juan, Puerto Rico, 2023 (Paper)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6989f84 elementor-widget elementor-widget-button\" data-id=\"6989f84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics-advanced-health-state-data-analytic\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-827fab1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"827fab1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8aa6116\" data-id=\"8aa6116\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a9eb2e elementor-widget elementor-widget-heading\" data-id=\"5a9eb2e\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Fortschrittliche datenbasierte Solaranalytik und optimierte Workflows f\u00fcr Photovoltaik-Gro\u00dfanlagen,<br>40. Europ\u00e4ische Photovoltaik-Solarenergie-Konferenz und -Ausstellung (EU PVSEC),<br>Lissabon, Portugal, September 2023 (Fachbeitrag)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d40b81 elementor-widget elementor-widget-button\" data-id=\"1d40b81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_advanced-data-driven-solar_lisbon\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e69d3a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e69d3a8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c66b69c\" data-id=\"c66b69c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d6184b elementor-widget elementor-widget-heading\" data-id=\"2d6184b\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Erfahrungsaustausch (SOLAR Cofund 2, CSP ERANET und CETPartnership), Sitzung: Betrieb und Diagnose von PV-Anlagen; Projektvorstellung, Ergebnisse und Lessons learned (Pr\u00e4sentation)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34f599a elementor-widget elementor-widget-button\" data-id=\"34f599a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_exchange-of-experiences\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3b53dd7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b53dd7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-39093ca\" data-id=\"39093ca\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bdccc9e elementor-widget elementor-widget-heading\" data-id=\"bdccc9e\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Neueste Innovationen in der pr\u00e4diktiven Analytik zur effizienten Fehlerdiagnose in Photovoltaik-Gro\u00dfkraftwerken,<br>PV Performance Modelling Collaborative, Lugano, Schweiz, 2023 (Pr\u00e4sentation)<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-932551e elementor-widget elementor-widget-button\" data-id=\"932551e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/resources.gantner-instruments.com\/analytics_predictive-analytics-for-efficient-failure-diagnosis-switzerland\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d5633b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d5633b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a85f21\" data-id=\"5a85f21\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3414432 elementor-widget elementor-widget-image-gallery\" data-id=\"3414432\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-67839 gallery-columns-5 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Solar-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"Analytics_Solar\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Solar-150x150.png 150w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Solar.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_EU-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"Analytics_EU\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_EU-150x150.png 150w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_EU.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_FFG-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"Analytics_FFG\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_FFG-150x150.png 150w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_FFG.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_RI_Foundation-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"Analytics_R&amp;I_Foundation\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_RI_Foundation-150x150.png 150w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_RI_Foundation.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Cyprus-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"Analytics_Cyprus\" srcset=\"https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Cyprus-150x150.png 150w, https:\/\/www.gantner-instruments.com\/wp-content\/uploads\/2023\/06\/Analytics_Cyprus.png 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\n\t\t\t<\/div><\/figure>\n\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-9e776eb elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9e776eb\" 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>Das Projekt PV-ANALYTIC wird unter dem Dach von SOLAR-ERA.NET Cofund 2 von der \u00d6sterreichischen Forschungsf\u00f6rderungsgesellschaft (FFG) und der Research and Innovation Foundation (RIF) of Cyprus (P2P\/SOLAR\/0818\/0012) unterst\u00fctzt. SOLAR-ERA.NET wird von der Europ\u00e4ischen Kommission im Rahmen des EU-Rahmenprogramms f\u00fcr Forschung und Innovation HORIZON 2020 (Cofund 2 ERA-NET Action, Nr. 786483) unterst\u00fctzt. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ANALYTICS Erweiterte System\u00fcberwachung und -analyse f\u00fcr intelligente Netze Bereich Vorteile N\u00e4herung Projekt-Aktivit\u00e4ten Technologie-Bef\u00e4higer J\u00fcngste Ergebnisse Workshop \/ Ver\u00f6ffentlichungen NAVIGATION Entdecken Sie Regelung und KI f\u00fcr die Smart-Grid-Dienste von morgen Bereich [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":0,"parent":65335,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-67839","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ANALYTICS - Gantner Instruments<\/title>\n<meta name=\"description\" content=\"Treffen Sie datenbasierte Entscheidungen mit den Analysel\u00f6sungen von Gantner Instruments. 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