Abstract: Short-term Load Forecasting (STLF) plays an important role in traditional and modern power systems. Most STLF models predominantly exploit temporal dependencies from historical data to ...
Abstract: Maps are essential to mobile robotics tasks like localization and planning. We propose the open street map (osm) XML based Area Graph file format to store hierarchical, topometric semantic ...
OSMnx downloads OSM features from Overpass or reads them from a local OSM XML file. Both of these are relatively slow to process. Reading data from a PBF file can be much faster. Pyrosm previously ...
As the complexity of microgrid systems, the randomness of load disturbances, and the data dimensionality increase, traditional load frequency control methods for microgrids are no longer capable of ...
Introduction: Residential load forecasting is a challenging task due to the random fluctuations caused by complex correlations and individual differences. The existing short-term load forecasting ...
XML, or Extensible Markup Language, is a human-readable and machine-friendly format used to store and transport data. Learning to work with XML files can be valuable for web developers and data ...
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