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Big Data Analytics in Industrie 4.0. Potenzialevaluation im Bereich der Produktionsplanung und -steuerung

Big Data Analytics in Industrie 4.0. Potenzialevaluation im Bereich der Produktionsplanung und -steuerung

          
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About the Book

Studienarbeit aus dem Jahr 2020 im Fachbereich Informatik - Industrie 4.0, Note: 1,7, Sprache: Deutsch, Abstract: Unsere Gesellschaft befindet sich derzeit im Zeitalter der vierten industriellen Revolution. Die demzufolge für Unternehmen eintretenden disruptiven Veränderungen betreffen sämtliche Bereiche der Wertschöpfung. Dadurch entsteht ein Umschwung, welcher zu einer digitalen Ökonomie führt. Innovative Fortschritte bei technologischen Entwicklungen führen dazu, dass sich die zukünftigen Arbeitsabläufe ändern. Darunter gehören zum Beispiel cyber-physische Systeme, hochentwickelte Robotik, Internet of Things, Sensorik, Big Data und intelligente Software-Systeme. Der Bereich Big Data hat sich in diesem Zusammenhang mittlerweile zum regelrechten Top-Trend in der Informationstechnologie entwickelt. Im Hype Cycle for Emerging Technologies von Gartner aus dem Jahr 2014 erreichte Big Data bereits den Gipfel der überzogenen Erwartungen. Auf Basis der genannten Entwicklungszeiträume befindet sich die Disziplin aktuell auf der Zielgeraden zum Produktivitätsplateau. Diese Evolution hat ihren Ursprung im rasanten Wachstum von Datenmenge und Datenvielfalt im Zeitalter des Internets. Die Wurzeln liegen dabei in den primären Bereichen der Statistik und Datenanalyse. In Korrelation mit den modernen Entwicklungen der Informationstechnologie können große Datenmengen nahezu in Echtzeit erfasst, dokumentiert und analysiert werden, wodurch eine Vielzahl an potenziellen Anwendungen entsteht. Die gewonnenen Erkenntnisse sollen dabei nicht nur zur Bewertung vergangener Prozesse, sondern zur proaktiven Gestaltung des Unternehmens genutzt werden. In diesem Kontext sind die verfügbaren Daten mithilfe von Big Data Analytics zielgerichtet zu verarbeiten und in die jeweiligen Geschäftsprozesse mit einzubinden. Der wirtschaftliche Nutzen umfasst sämtliche Funktionsbereiche, wie z. B. Produktion, Logistik, Marketing und Vertrieb. Ein Großteil der heutigen Unternehmen ist jedoch noch weit


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Product Details
  • ISBN-13: 9783346593825
  • Publisher: Bod Third Party Titles
  • Publisher Imprint: Grin Verlag
  • Height: 210 mm
  • No of Pages: 30
  • Spine Width: 2 mm
  • Width: 148 mm
  • ISBN-10: 3346593827
  • Publisher Date: 31 Jan 2022
  • Binding: Paperback
  • Language: German
  • Returnable: N
  • Weight: 50 gr


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