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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 ...
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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...
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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...
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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...
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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...
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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...