• Digital Twin as a Virtual Sensor for Wind Turbine Applications 

      Ibrahim, Mahmoud; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, Ants; Zakis, Janis; Huynh, Khang; Pomarnacki, Raimondas (Peer reviewed; Journal article, 2023)
      Digital twins (DTs) have been implemented in various applications, including wind turbine generators (WTGs). They are used to create virtual replicas of physical turbines, which can be used to monitor and optimize their ...
    • Signal Spectrum-Based Machine Learning Approach for Fault Prediction and Maintenance of Electrical Machines 

      Raja, Hadi; Kudelina, Karolina; Asad, Bilal; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Huynh, Van Khang (Peer reviewed; Journal article, 2022)
      Industrial revolution 4.0 has enabled the advent of new technological advancements, including the introduction of information technology with physical devices. The implementation of information technology in industrial ...