Open Data-Driven Automation of Residential Distribution Grid Modeling With Minimal Data Requirements
Moritz Weber,
Luc Janecke,
Hüseyin K. Çakmak
et al.
Abstract:In the present paper, we introduce a new method for the automated generation of residential distribution grid models based on novel building load estimation methods and a two-stage optimization for the generation of the 20 kV and 400 V grid topologies. Using the introduced load estimation methods, various open or proprietary data sources can be utilized to estimate the load of residential buildings. These data sources include available building footprints from OpenStreetMap, 3D building data from OSM Buildings… Show more
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