{"id":26187,"date":"2025-06-02T12:00:30","date_gmt":"2025-06-02T12:00:30","guid":{"rendered":"https:\/\/www.novotek.com\/ch\/?page_id=26187"},"modified":"2025-12-12T08:32:16","modified_gmt":"2025-12-12T08:32:16","slug":"industrial-data-modelling","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/industrial-data-modelling\/","title":{"rendered":"Model &#8211; Industrial Data Modeling"},"content":{"rendered":"  <div class=\"hero\">\n    <div class=\"carousel hero-slider small\" data-flickity data-flickity-options='{\"prevNextButtons\": false}'>\n              <div class=\"carousel-cell\">\n          <div class=\"container\">\n            <div class=\"hero-content\">\n                              <h2>Model &#8211;\u00a0Industriedaten nutzbar machen<\/h2>\n<p>Rohdaten allein schaffen keinen Mehrwert. Erst mit Struktur und Kontext entstehen Informationen, die Industrieunternehmen in die Lage versetzen, fundierte Entscheidungen zu treffen &#8211; skalierbar, wiederverwendbar und system\u00fcbergreifend.<\/p>\n              \n                          <\/div>\n          <\/div>\n\n          <img decoding=\"async\" width=\"1024\" height=\"293\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1024x293.jpg.webp\" class=\"hero-bg\" alt=\"Hero Img\" fetchpriority=\"high\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1024x293.jpg.webp 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-300x86.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-768x220.jpg.webp 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1536x440.jpg.webp 1536w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-86x25.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-306x88.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-636x182.jpg.webp 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect-1632x468.jpg.webp 1632w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/konnektivitaet-connect.jpg.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>                  <\/div>\n          <\/div>\n\n      <\/div>\n\n   \n\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md breadcrumbs  \"><div class=\"yoast-breadcrumbs\"><span><span><a href=\"https:\/\/www.novotek.com\/ch\/\" class=\"breadcrumb-frontpage\">Home<\/a><\/span> \u00bb <span><a href=\"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/\">Produkte und L\u00f6sungen<\/a><\/span> \u00bb <span class=\"breadcrumb_last\" aria-current=\"page\"><strong>Model &#8211; Industrial Data Modeling<\/strong><\/span><\/span><\/div><\/div>\n\n<div class=\"container media-text  align\">\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-top\" style=\"grid-template-columns:25% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"945\" height=\"1024\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-945x1024.png\" alt=\"\" class=\"wp-image-28104 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-945x1024.png 945w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-277x300.png 277w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-768x833.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-79x86.png 79w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-306x332.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-636x689.png 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model.png 1106w\" sizes=\"auto, (max-width: 945px) 100vw, 945px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-dark-red-color has-text-color has-link-color has-medium-font-size wp-elements-f38607b43d71a971d78ce335b2fc0ded\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Struktur &amp; Kontext f\u00fcr Industriedaten<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h1 class=\"wp-block-heading\">Industrielle Datenmodellierung: Daten modellieren &amp; strukturieren<\/h1>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-buttons-is-layout-5a589469 wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-white-color has-novotek-dark-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/ot-it-cloud-konnektivitaet-dataops\/highbyte-intelligence-hub-dataops-loesung\/\">Intelligence Hub<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>Wer mit Industrial Data Management beginnt, muss nicht gleich die gesamte Architektur umstellen. Oft gen\u00fcgt es, ein erstes Modell f\u00fcr ein zentrales Asset \u2010 etwa eine Anlage oder Linie \u2010 aufzubauen und mit realen Daten zu verkn\u00fcpfen. Dabei zeigt sich schnell, welche Informationen fehlen, wie Datenquellen harmonisiert werden m\u00fcssen und welche Anwendungen von der neuen Struktur profitieren.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md embed  \">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Step 2: Model - Digital Transformation series\" width=\"1440\" height=\"810\" src=\"https:\/\/www.youtube.com\/embed\/IxUBskp7de4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md cover  alignfull\">\n<div class=\"wp-block-cover alignfull has-novotek-white-color has-text-color wp-elements-d53a51547436750c9e4cf5f8960b6c25 wp-duotone-grayscale\" style=\"margin-top:0;padding-top:4vw;padding-right:4vw;padding-bottom:4vw;padding-left:4vw;min-height:265px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-novotek-dark-blue-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p class=\"has-vivid-red-color has-text-color has-link-color has-medium-font-size wp-elements-29c51142897e39337b5e35e07bf0f36f\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Die Herausforderung<\/p>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-white-color has-text-color has-link-color wp-elements-5806046a57d497c84638d24b273ab713\">Warum unstrukturierte OT Daten nicht skalieren<\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>In der Praxis fehlt es oft an einem einheitlichen Vorgehen zur Datenmodellierung. Daten werden von Projekt zu Projekt unterschiedlich aufbereitet, ohne gemeinsame Strukturen oder Standards. Das erschwert die Wiederverwendung und f\u00fchrt zu hohem manuellen Aufwand \u2010 besonders, wenn Daten in mehreren Systemen gebraucht werden.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ein klar definiertes, skalierbares Datenmodell schafft hier Abhilfe und bringt: <\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model.png\" alt=\"\" class=\"wp-image-26578\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Vielfalt-Datenquellen-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Konsistente Benennung<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model.png\" alt=\"\" class=\"wp-image-26586\" style=\"object-fit:cover\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/uneinheitliche-datenformate-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Einheitliche Datenformate<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model.png\" alt=\"\" class=\"wp-image-26582\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Wissen-in-den-koepfen-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Dokumentiertes Wissen<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"350\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model.png\" alt=\"\" class=\"wp-image-26590\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-300x105.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-768x269.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-86x30.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-306x107.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/wiederverwendbare-modelle-model-636x223.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Wiederverwendbare Modelle<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left\">Ein Datenmodell verwandelt Rohdaten in strukturierte, kontextualisierte Informationen<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Die Herausforderung beginnt dort, wo die Bedeutung der Daten nicht mehr eindeutig ist. Wenn ein Temperaturwert einfach nur \u201e78\u201c lautet, stellt sich die Frage: 78 was? An welcher Stelle? Von welcher Maschine? In welchem Zusammenhang? Genau hier setzt ein Datenmodell an.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ein Datenmodell ist der Schl\u00fcssel, um solche Rohdaten in eine verst\u00e4ndliche, strukturierte Form zu bringen. Es schafft ein digitales Abbild der realen Produktionswelt \u2010 mit all ihren Maschinen, Sensoren, Produkten und Prozessen. Dieses Modell beschreibt, welche Objekte existieren, welche Eigenschaften sie haben, wie diese gemessen werden und wie alles miteinander verkn\u00fcpft ist. Der Unterschied zur reinen Datenerfassung ist deutlich: W\u00e4hrend klassische Systeme Daten nur sammeln, macht ein Modell sichtbar, was diese Daten bedeuten und wohin sie geh\u00f6ren.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide\">So bauen Sie eine skalierbare Industrielle Datenstrategie<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Ein einzelnes Datenmodell schafft also Ordnung \u2010 der Mehrwert entsteht aber, wenn dieses Prinzip systematisch angewendet wird. Skalierbarkeit bedeutet in diesem Kontext: Einmal definierte Strukturen lassen sich \u00fcber Standorte, Systeme und Anwendungsf\u00e4lle hinweg wiederverwenden.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Statt jede Maschine oder Linie individuell anzubinden, bauen Sie auf wiederkehrende Muster: gleiche Modelle f\u00fcr baugleiche Anlagen, standardisierte Zuordnungen, automatisierte Datenfl\u00fcsse. Neue Sensoren, Maschinen oder Produktionsbereiche lassen sich dadurch schnell integrieren \u2010 ohne jedes Mal bei null zu beginnen.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>So entsteht eine Datenarchitektur, die mit Ihrem Unternehmen mitw\u00e4chst. Sie bleibt flexibel bei wechselnden Anforderungen, robust bei zunehmender Komplexit\u00e4t und effizient bei der Umsetzung neuer Use Cases \u2010 von der Energieoptimierung bis zur KI\u2010gest\u00fctzten Prozessanalyse.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Eine skalierbare Datenstrategie beginnt mit einem durchdachten Modell \u2010 und endet bei einer Infrastruktur, die langfristig tragf\u00e4hig ist.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md cover  alignfull\">\n<div class=\"wp-block-cover alignfull has-novotek-white-color has-text-color wp-elements-a89694c5c273101591405c4c5d1db3d1 wp-duotone-grayscale\" style=\"margin-top:0;padding-top:4vw;padding-right:4vw;padding-bottom:4vw;padding-left:4vw;min-height:265px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-novotek-dark-blue-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p class=\"has-vivid-red-color has-text-color has-link-color has-medium-font-size wp-elements-3596aec75b0eec939b56244480d5ba7e\" style=\"font-style:normal;font-weight:500;text-transform:uppercase\">Ein L\u00f6sungsansatz<\/p>\n<\/div>\n\n<div class=\"container-md heading  alignwide\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left has-white-color has-text-color has-link-color wp-elements-d2070d9545d7081d4c9e3d1a6b119943\">Datenmodellierung in der Praxis<\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md group  alignwide\">\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md paragraph  \">\n<p>Die Vorteile eines strukturierten und modellbasierten Umgangs mit Industriedaten liegen auf der Hand. Doch wie l\u00e4sst sich so eine Datenstrategie in der Praxis effizient umsetzen \u2010 ohne komplexe Eigenentwicklungen oder starre Punkt\u2010zu\u2010Punkt-Integrationen?<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Moderne Industrial Data Management\u2010L\u00f6sungen unterst\u00fctzen genau diesen Ansatz und erm\u00f6glichen:<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-1\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong><strong>Grafische Modellierung von Assets und Datenfl\u00fcssen<\/strong><\/strong><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-2\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\"><strong><strong>Kontextualisierung und Standardisierung von Rohdaten<\/strong><\/strong><\/font><\/font><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-3\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong><font style=\"vertical-align: inherit\"><font style=\"vertical-align: inherit\">Trennung von <strong>Modelllogik und Datenverteilung<\/strong><\/font><\/font><\/strong><\/p>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full wp-duotone-6f7c83-ffffff-4\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png\" alt=\"\" class=\"wp-image-26226\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1.png 520w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-300x115.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-86x33.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Checkmark-gradient-1-306x118.png 306w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\" style=\"font-size:16px\"><strong>Konfiguration ohne Programmierung<\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"mehr\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Wissen vertiefen \u2010 unsere Insights zum Thema<strong>&nbsp;&gt;<\/strong><\/h2>\n<\/div><\/div>\n<\/div><\/div>\n\n<div class=\"posts-columns \">\n  <div class=\"container\">\n  <div class=\"row\">\n    <div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/insight\/unified-namespace-uns\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"234\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-306x234.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-306x234.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-300x230.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview-86x66.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/UNS_insight_frontpage_preview.jpg.webp 392w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Unified Namespace erkl\u00e4rt &#8211; Funktionsweise &amp; Vorteile f\u00fcr die Industrie<\/h4>\n      \n              <p>Der Unified Namespace (UNS) schafft eine zentrale Datenstruktur f\u00fcr nahtlose Kommunikation und Echtzeit-Datenverarbeitung. So k\u00f6nnen Produktionsprozesse optimiert und moderne Technologien besser integriert werden.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/insight\/unified-namespace-uns\/\">\n          weiterlesen        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div><div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/insight\/ki-in-produktion-dank-sauberen-daten\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/ki-produktion-insight.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/ki-produktion-insight.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/ki-produktion-insight-86x57.jpg.webp 86w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Warum KI in der Produktion erst mit sauberen Daten funktioniert<\/h4>\n      \n              <p>K\u00fcnstliche Intelligenz in der Produktion braucht saubere Daten. Erfahren Sie, warum Kontext, Struktur und Verbindung der Daten entscheidend sind \u2013 und wie Sie Ihr Datenfundament richtig aufbauen.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/insight\/ki-in-produktion-dank-sauberen-daten\/\">\n          weiterlesen        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div><div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/insight\/skalierbare-industrielle-datenarchitektur\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"172\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub.jpg.webp 392w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/industrielle-datenarchitektur-intelligence-hub-300x168.jpg.webp 300w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>Industrielle Datenarchitektur: In 10 Schritten zu einer skalierbaren L\u00f6sung<\/h4>\n      \n              <p>Die industrielle Datenarchitektur erfordert die Koordination von Personen, Prozessen und Technologien weltweit. Lesen Sie, wie es geht!<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/insight\/skalierbare-industrielle-datenarchitektur\/\">\n          weiterlesen        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div>  <\/div>\n\n  <\/div><\/div>\n\n\n<div class=\"container-md group  alignfull\">\n<div class=\"wp-block-group alignfull has-background\" style=\"background-color:#f3f3f3\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><div class=\"container-md spacer  \">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Unsere L\u00f6sungen f\u00fcr Industrial Data Management<\/h2>\n<\/div>\n\n<div class=\"posts-columns \">\n  <div class=\"container\">\n  <div class=\"row\">\n    <div class=\"col-12 col-md-4\">\n<article class=\"basic \">\n    <div class=\"image\">\n      <a href=\"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/industrial-data-modelling\/highbyte-intelligence-hub-dataops-loesung\/\">\n                  <img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"221\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-306x221.jpg.webp\" class=\"attachment-sm size-sm\" alt=\"\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-306x221.jpg.webp 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-300x217.jpg.webp 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-1024x739.jpg.webp 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-768x554.jpg.webp 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-86x62.jpg.webp 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub-636x459.jpg.webp 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/HighByte-Intelligence-Hub.jpg.webp 1114w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/>              <\/a>\n    <\/div>\n\n    <div>\n              <h4>HighByte Intelligence Hub<\/h4>\n      \n              <p>Nutzen Sie Ihre Industriedaten besser mit einer DataOps-L\u00f6sung zur Strukturierung von Prozessdaten.<\/p>\n      \n      <div>\n        <a href=\"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/industrial-data-modelling\/highbyte-intelligence-hub-dataops-loesung\/\">\n          weiterlesen        <\/a>\n      <\/div>\n    <\/div>\n<\/article>\n<\/div>  <\/div>\n\n  <\/div><\/div>\n<\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md html  \">\n<section style=\"max-width:760px;margin:3rem auto;font-family:system-ui,sans-serif\">\n  <h2 style=\"font-size:1.75rem;font-weight:600;text-align:left;margin:0 0 2rem 0\">\n    H\u00e4ufig gestellte Fragen\n  <\/h2>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n      Was bedeutet Kontextualisierung der Daten in der Industrie?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n      Kontextualisierung ordnet Roh-OT-Daten einer Anlage, Linie oder Schicht zu. So wird aus\n      &#171;Tag 123 = 85&#187; die Information &#171;Ofen 3 &#8211; Zone A &#8211; Temperatur 85 \u00b0C&#187;. Dieser Kontext macht\n      Daten sofort f\u00fcr Analytik, BI Tools und KI Modelle nutzbar.\n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n      Warum ist Datenmodellierung f\u00fcr Industrie 4.0 wichtig?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n      Datenmodellierung schafft einen standardisierten Bauplan f\u00fcr Begriffe, Einheiten und\n      Beziehungen. Ohne Modell bleiben Datenquellen isoliert und Roll-outs auf weitere Werke\n      m\u00fchsam. Ein klares Modell, z. B. nach ISA-95, bildet dabei die Basis.\n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n      Wie funktioniert der HighByte Intelligence Hub?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n      Der Hub l\u00e4uft Edge-nah, verbindet sich per OPC UA, MQTT, SQL oder REST mit OT und\n      IT Systemen, holt Daten sekundengenau ab und mappt sie per No-Code Oberfl\u00e4che auf das\n      Datenmodell. Anschliessend publiziert er kontextualisierte Payloads in Data Lakes,\n      BI Dashboards oder AWS IoT SiteWise.\n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;margin:0 0 1rem 0;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n      Was unterscheidet ein Datenmodell von einer Datenstrategie?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n      Das Datenmodell beschreibt technisch, wie Datenfelder und Beziehungen organisiert sind.\n      Die Datenstrategie legt fest, warum und wof\u00fcr das Unternehmen Daten nutzt &#8208; inklusive\n      Governance, Rollen und Roadmap. Modell = Bauplan, Strategie = gesch\u00e4ftliche Richtung.\n    <\/p>\n  <\/details>\n\n  <details style=\"border:1px solid #d7dfe7;border-radius:6px;background:#fff\">\n    <summary style=\"cursor:pointer;padding:1rem 1.25rem;font-weight:500\">\n      Wie starte ich eine skalierbare, industrielle Datenstrategie?\n    <\/summary>\n    <p style=\"padding:0 1.25rem 1rem;margin:0;line-height:1.55\">\n      Priorisieren Sie einen klaren Use Case, entwerfen Sie ein wiederverwendbares Datenmodell,\n      setzen Sie einen Edge Hub wie HighByte zur Kontextualisierung ein, publizieren Sie die\n      Daten in eine zentrale Plattform und verankern Sie Governance sowie KPIs. Erweitern Sie\n      das Modell quartalsweise, um neue Anlagen rasch anzubinden.\n    <\/p>\n  <\/details>\n<\/section>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"cta-block\">\n  <div class=\"container\">\n          <h2><\/br>Haben Sie mehr Fragen?<\/h2>\n    \n          <div><p>Lassen Sie sich pers\u00f6nlich beraten &#8211; von der<br \/>\nIndustrial Data Management Strategie bis zu Produkten<br \/>\nwie dem HighByte Intelligence Hub.<\/p>\n<\/div>\n    \n          <a class=\"btn btn-primary\" href=\"https:\/\/www.novotek.com\/ch\/kontakt\/\">Kontaktieren Sie uns<\/a>\n      <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Rohdaten allein schaffen keinen Mehrwert. Erst mit Struktur und Kontext entstehen Informationen, die Industrieunternehmen in die Lage versetzen, fundierte Entscheidungen zu treffen.<\/p>\n","protected":false},"author":35,"featured_media":0,"parent":26173,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"4907,12409,13565,16685,16934,16685","_relevanssi_noindex_reason":"","content-type":"","footnotes":""},"class_list":["post-26187","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Model - Industrial Data Modeling<\/title>\n<meta name=\"description\" content=\"Mit Datenmodellen OT-Daten strukturieren und kontextualisieren \u2013 die Basis f\u00fcr moderne Analytik und Automatisierung.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/industrial-data-modelling\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Model - Industrial Data Modeling\" \/>\n<meta property=\"og:description\" content=\"Mit Datenmodellen OT-Daten strukturieren und kontextualisieren \u2013 die Basis f\u00fcr moderne Analytik und Automatisierung.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.novotek.com\/ch\/loesungen-produkte\/industrial-data-modelling\/\" \/>\n<meta property=\"og:site_name\" content=\"Novotek CH\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-12T08:32:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/DigitalizationWheel_Novotek_model-945x1024.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"5\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/\",\"name\":\"Model - Industrial Data Modeling\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/DigitalizationWheel_Novotek_model-945x1024.png\",\"datePublished\":\"2025-06-02T12:00:30+00:00\",\"dateModified\":\"2025-12-12T08:32:16+00:00\",\"description\":\"Mit Datenmodellen OT-Daten strukturieren und kontextualisieren \u2013 die Basis f\u00fcr moderne Analytik und Automatisierung.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/#breadcrumb\"},\"inLanguage\":\"de-CH\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de-CH\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/DigitalizationWheel_Novotek_model.png.webp\",\"contentUrl\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/wp-content\\\/uploads\\\/sites\\\/3\\\/DigitalizationWheel_Novotek_model.png.webp\",\"width\":1106,\"height\":1199},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/industrial-data-modelling\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Produkte und L\u00f6sungen\",\"item\":\"https:\\\/\\\/www.novotek.com\\\/ch\\\/loesungen-produkte\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Model &#8211; 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