Browsing by Subject "Data Analytics"

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  • Data Enabled Failure Management Process (DEFMP) across the Product Value Chain 
    Günther, Robin; Wende, Martin; Baumann, Sebastian; Bartels, Felix; Beckschulte, Sebastian; Korn, Goy Hinrich; Schmitt, Robert H. (Hannover : publish-Ing., 2023)
    The continuously increasing amount of production data and the advancing development of digitization solutions promote advanced data analytics as a promising approach for failure management. Beyond the consideration of ...
  • Pareto Heuristic for Product Family-Oriented Product-Workstation Allocation Planning with Restricted Capacities 
    Urnauer, Christian; Larem, Anna-Maria; Metternich, Joachim (Hannover : publish-Ing., 2022)
    A prerequisite for value stream design is the segmentation of products into families. This means that all products of a family are assigned to the same group of workstations so that the resulting material flows are separated ...
  • Prescriptive Maintenance for Onshore Wind Turbines 
    Strack, Bernhard; Frank, Jana; Stich, Volker; Pfau, Florian (Hannover : publish-Ing., 2021)
    Electricity generated by wind turbines (WT) is a pillar of the transition to renewable energy [1]. In order to economically utilize WTs, operating and maintenance costs, which account for 25% of total electricity generation ...
  • Simple-ML: Towards a Framework for Semantic Data Analytics Workflows 
    Gottschalk, Simon; Tempelmeier, Nicolas; Kniesel, Günter; Iosifidis, Vasileios; Fetahu, Besnik; Demidova, Elena (Heidelberg : Springer Verlag, 2019)
    In this paper we present the Simple-ML framework that we develop to support efficient configuration, robustness and reusability of data analytics workflows through the adoption of semantic technologies. We present semantic ...