• Adaptive detection and prediction of performance degradation in off-shore turbomachinery 

      Zagorowska, Marta; Schulze Spüntrup, Frederik; Ditlefsen, Arne-Marius; Imsland, Lars Struen; Lunde, Erling; Thornhill, Nina F. (Peer reviewed; Journal article, 2020)
      Performance-based maintenance of machinery relies on detection and prediction of performance degradation. Degradation indicators calculated from process measurements need to be approximated with degradation models that ...
    • Data-driven energy management of isolated power systems under rapidly varying operating conditions 

      Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta (Peer reviewed; Journal article, 2022)
      We propose an energy management algorithm for isolated industrial power systems that integrate uncertain renewable generation and energy storage. The proposed strategy is designed to ensure sustainable and cost-effective ...