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"San Diego Residential Energy Consumption and Weather Dataset for Home Energy Management Systems"

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DataCite Commons2025-11-19 更新2026-05-03 收录
下载链接:
https://ieee-dataport.org/documents/san-diego-residential-energy-consumption-and-weather-dataset-home-energy-management
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资源简介:
"This dataset provides minute-resolution residential energy and environmental data for one full year, designed for home energy management system (HEMS) research. It includes five CSV files: base load consumption (Pecan Street), weather conditions (NOAA), grid carbon intensity (CityLearn), electricity pricing (CityLearn), and household demand patterns (synthetically generated). With 525,600 data points per variable at 1-minute resolution, this dataset supports the development and evaluation of intelligent energy control algorithms, reinforcement learning policies, and user preference modeling for residential energy optimization."
提供机构:
IEEE DataPort
创建时间:
2025-11-19
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