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Auflistung nach Schlagwort "industry"

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  • Zeitschriftenartikel
    Industrial analytics – An overview
    (it - Information Technology: Vol. 64, No. 1-2, 2022) Gröger, Christian
    The digital transformation generates huge amounts of heterogeneous data across the industrial value chain, from simulation data in engineering, over sensor data in manufacturing to telemetry data on product use. Extracting insights from these data constitutes a critical success factor for industrial enterprises, e. g., to optimize processes and enhance product features. This is referred to as industrial analytics, i. e., data analytics for industrial value creation. Industrial analytics is an interdisciplinary subject area between data science and industrial engineering and is at the core of Industry 4.0. Yet, existing literature on industrial analytics is fragmented and specialized. To address this issue, this paper presents a holistic overview of the field of industrial analytics integrating both current research as well as industry experiences on real-world industrial analytics projects. We define key terms, describe typical use cases and discuss characteristics of industrial analytics. Moreover, we present a conceptual framework for industrial analytics that structures essential elements, e. g., data platforms and data roles. Finally, we conclude and highlight future research directions.
  • Zeitschriftenartikel
    Industry goes metaverse – the fusion of real and virtual industrial worlds exemplified by the wastewater industry
    (i-com: Vol. 21, No. 3, 2022) Cerniauskas, Tomas; Werth, Dirk
    Meeting friends to go shopping, visit a concert or do some sports together – all this and more is now “virtually” possible in the Metaverse. Currently, the creative industries have made the most of the potential of virtual worlds. But the metaverse has no limits. The newly created dynamics raise the question of the extent to which the manufacturing industry can benefit from the potential of these virtual worlds. So far, augmented reality (AR) has been recognized as being useful to the manufacturing industry. The combination of virtual reality (VR) and augmented reality (AR) now unleashes new opportunities for industrial companies. For example, by making a virtual inspection of unmanned facilities possible. A project which has been put into practice by the Entsorgungsverband Saar (EVS) in cooperation with the August-Wilhelm Scheer Institute.