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• Energy Informatics | Home

  Energy Informatics is an international, interdisciplinary open-access journal providing a unique platform for researchers and practitioners in various ...

• A comprehensive study on battery electric modeling approaches based on machine learning | Energy

  Battery electric modeling is a central aspect to improve the battery development process as well as to monitor battery system behavior. Besides conventional physical models, machine learning methods s...

• A digital twin of a local energy system based on real smart meter data | Energy Informatics | Full

  The steadily increasing usage of smart meters generates a valuable amount of high-resolution data about the individual energy consumption and production of local energy systems. Private households ins...

• Big data analytics in smart grids: a review | Energy Informatics | Full Text

  Data analytics are now playing a more important role in the modern industrial systems. Driven by the development of information and communication technology, an information layer is now added to the c...

• A feature fusion technique for improved non-intrusive load monitoring | Energy Informatics | Full

  Load identification is an essential step in Non-Intrusive Load Monitoring (NILM), a process of estimating the power consumption of individual appliances using only whole-house aggregate consumption. S...

• An overview of digitalization for the building-to-grid ecosystem | Energy Informatics | Full Text

  Digitalization is playing an important role in the emerging practice of Building-to-Grid (B2G). However, the majority of the literature only covers either the grid side, the demand side, or the techni...