%0 Dataset
%T Residential Load and Photovoltaic Generation Time-Series Dataset
%J National Cryosphere Desert Data Center
%I National Cryosphere Desert Data Center(www.ncdc.ac.cn)
%U http://www.ncdc.ac.cn/portal/metadata/9824800d-e7e1-4252-a56b-a18c61483dc9
%W NCDC
%A yu wen wu
%K Household Load;Photovoltaic Generation;Appliance-level Energy Consumption;Smart Meter Data;Time-series Data;Distributed Energy Resources
%X This dataset contains time-series data of residential electricity consumption and photovoltaic (PV) generation from German households covering the period from January 1, 2016 to December 30, 2016. It is designed to provide standardized user-side energy data support for research on home energy management, load forecasting, demand response, distributed energy optimization, and low-voltage distribution network modeling. The dataset is constructed based on the Household Data package released by the Open Power System Data (OPSD) platform. The original data were collected from real residential households in southern Germany using smart metering devices that continuously recorded electricity consumption, distributed PV generation, and appliance-level energy usage information.The dataset consists of six CSV files, namely resampled_residential_0.csv, resampled_residential_1.csv, resampled_residential_2.csv, resampled_residential_3.csv, resampled_residential_4.csv, and resampled_residential_5.csv. Specifically, • resampled_residential_0.csv contains time-series data for Residential Household 0, including eight data elements: time, dishwasher, freezer, grid_import, heat_pump, pv, washing_machine, and grid_export.• resampled_residential_1.csv contains time-series data for Residential Household 1, including seven data elements: time, circulation_pump, dishwasher, freezer, grid_import, washing_machine, and grid_export.• resampled_residential_2.csv contains time-series data for Residential Household 2, including nine data elements: time, circulation_pump, dishwasher, freezer, grid_import, pv, refrigerator, washing_machine, and grid_export.• resampled_residential_3.csv contains time-series data for Residential Household 3, including ten data elements: time, dishwasher, ev, freezer, grid_import, heat_pump, pv, refrigerator, washing_machine, and grid_export.• resampled_residential_4.csv contains time-series data for Residential Household 4, including six data elements: time, dishwash