• Data quality issues in solar panels installations: a case study 

      Roman, Dumitru; Pultier, Antoine; Ma, Xiang; Soylu, Ahmet; Ulyashin, Alexander (SEA4DQ: Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things;SEA4DQ '22: 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, Conference object, 2022-11-09)
      Solar photovoltaics (PV) is becoming an important source of global electricity generation. Modern PV installations come with a variety of sensors attached to them for monitoring purposes (e.g., maintenance, prediction of ...
    • Koala-UI: An Interactive User Interface for Tabular Data Linking 

      Avogadro, Roberto; Jayawardene, Iroshani; Ma, Xiang; Soylu, Ahmet; Roman, Dumitru (Peer reviewed; Journal article, 2024)
      This paper introduces Koala-UI – a user interface system aimed at simplifying the entity linking process within data enrichment pipelines. Koala-UI provides an intuitive mechanism for linking entities across datasets, ...
    • Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station 

      Jayawardene, Iroshani; Roman, Dumitru; Zhao, Yingxiang; Ulyashin, Alexander G.; Soylu, Ahmet; Ma, Xiang (Peer reviewed; Journal article, 2024)
      SINTEF’s solar energy infrastructure, which integrates photovoltaic (PV) panels, meteorological instruments, inverters, and data pipelines, enables real-time data acquisition and visualization. Building on this infrastructure, ...