• Industrial applications of digital twins 

      Jiang, Yuchen; yin, shen; Li, Kuan; Luo, Hao; Kaynak, Okyay (Peer reviewed; Journal article, 2021)
      A digital twin (DT) is classically defined as the virtual replica of a real-world product, system, being, communities, even cities that are continuously updated with data from its physical counterpart, as well as its ...
    • A Novel Subspace-Aided Fault Detection Approach for the Drive Systems of Rolling Mills 

      Huo, Mingyi; Luo, Hao; Yin, Shen; Jiang, Yuchen; Kaynak, Okyay (Journal article; Peer reviewed, 2021)
      This brief proposes a subspace-aided fault detection approach for the drive systems of strip rolling mills. Considering the impact of the unknown periodic load generated by the strip rolling process, the primary contributions ...
    • Performance Supervised Plant-Wide Process Monitoring in Industry 4.0: A Roadmap 

      Jiang, Yuchen; yin, shen; Kaynak, Okyay (Peer reviewed; Journal article, 2021)
      The intensive research and development efforts directed towards large-scale complex industrial systems in the context of Industry 4.0 indicate that safety and reliability issues pose significant challenges. During online ...