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This paper presents an integrated workflow using smart-meter data to cluster load profiles and detect PV/EV co-adoption with machine learning models, aiding demand-side planning and network management.
Germany achieved a historic milestone in July 2026, feeding 12 billion kWh of solar electricity into the public grid in a single month, according to IWR analysis. The article also explains the EEG differential cost mechanism and the role of legacy installations.