{"id":6039,"date":"2025-03-27T13:28:06","date_gmt":"2025-03-27T12:28:06","guid":{"rendered":"https:\/\/dbis.rwth-aachen.de\/dbis\/?p=6039"},"modified":"2025-05-15T09:57:01","modified_gmt":"2025-05-15T07:57:01","slug":"fairification-of-data-models-in-manufacturing","status":"publish","type":"post","link":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/2025\/fairification-of-data-models-in-manufacturing\/","title":{"rendered":"FAIRification of Data Models in Manufacturing"},"content":{"rendered":"\n<p>In modern manufacturing, data plays a crucial role in optimizing processes, enhancing efficiency, and enabling interoperability across different systems. However, data models in manufacturing are often heterogeneous, proprietary, and lack standardization, making data sharing and integration challenging. The FAIR principles [1] \u2013 Findability, Accessibility, Interoperability, and Reusability \u2013 provide a structured framework to improve data management and usage across various domains. Applying these principles to manufacturing data models can enhance data exchange, facilitate automation, and support decision-making in Industry 4.0. This thesis aims to investigate methods for FAIRifying manufacturing data models (especially with focus on the Digital Shadow Reference Model from the Cluster of Excellence Internet of Production [2]), addressing key challenges such as semantic alignment, metadata enrichment, and interoperability with existing standards.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In modern manufacturing, data plays a crucial role in optimizing processes, enhancing efficiency, and enabling interoperability across different systems. However, data models in manufacturing are often heterogeneous, proprietary, and lack standardization, making data sharing and integration challenging. The FAIR principles [1] \u2013 Findability, Accessibility, Interoperability, and Reusability \u2013 provide a structured framework to improve data [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[43],"class_list":["post-6039","post","type-post","status-publish","format-standard","hentry","category-thesis","tag-thesis"],"acf":[],"_links":{"self":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6039","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/comments?post=6039"}],"version-history":[{"count":5,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6039\/revisions"}],"predecessor-version":[{"id":6155,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6039\/revisions\/6155"}],"wp:attachment":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/media?parent=6039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/categories?post=6039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/tags?post=6039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}