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Digital Factory Twin using kafka & AI (m/f/x)
Topic: "Using kafka and AI to build the digital factory twin of the future"
01099 Dresden, Germany}', 5='{type=image, value=Image{width=800,height=428,url='https://www.systema.com/hubfs/Images/Offices/Dresden_Location.jpg',altText='',fileId=null}}', 6='{type=string, value=
With our headquarters in Dresden, we are strategically located in the largest center of microelectronic industries in Europe. As the capital of the German state of Saxony, Dresden is at the heart of “Silicon Saxony”, a term used to describe the region and its hundreds of microelectronics businesses.
Maintaining strong, collaborative relationships with local manufacturing companies and world-renowned universities (e.g. TU Dresden and HTW), Dresden is also the center of our R&D activities.
In addition to its high density of outstanding research institutions, Dresden is also well known for its history, beautiful baroque architecture, and broad collection of fine arts.
}', 21='{type=list, value=[{id=31544187646, name='MScha'}]}', 22='{type=number, value=1}', 24='{type=string, value=Unser Hauptsitz befindet sich in Dresden, der Hauptstadt des deutschen Bundeslandes Sachsen. Dresden ist das Herzstück von „Silicon Saxony“, Sachsens größtem Hightechnetzwerk und Europas größtem Mikroelektronikstandort.
Wir pflegen enge Kooperationsbeziehungen zu lokalen Fertigungsunternehmen und zu weltweit anerkannten Universitäten der Region (z. B. TU Dresden und HTW), wodurch Dresden das Zentrum unserer F&E-Aktivitäten ist.
Neben seiner hohen Dichte an herausragenden Forschungseinrichtungen ist Dresden auch für seine Geschichte, seine wunderschöne Barockarchitektur und seine große Sammlung an bildender Kunst bekannt.
}', 25='{type=string, value=Dresden (Deutschland)}', 26='{type=string, value=Dresden Headquarters}', 27='{type=string, value=Dresden (Deutschland)}', 28='{type=string, value=Germany}', 29='{type=string, value=Manfred-von-Ardenne-Ring 6}', 30='{type=string, value=01099}', 31='{type=string, value=Saxony}'}]
Deutsche Version verfügbar / German version available
Streaming analytics allow to capture, aggregate, and surface factory events at scale. Apache Kafka has been shown to scale to millions of events per seconds. Within this project, we want to establish a data route from equipment in a semiconductor production environment into Kafka. Using schema management, AI techniques and cloud BI, we will establish a real-time digital twin of production that allows drill-down to atomic production state-change.
Technologies: Kafka, R, BI (e.g. Grafana or PowerBI)