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NeuroVoz

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arXiv2025-09-30 收录
下载链接:
https://github.com/byo-upm/neurovoz_dababase
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资源简介:
该数据集是一个独特的大规模合成数据集,涵盖了美国本土数百万家庭的住宅能源使用情况。数据按小时划分,细分为恒温负载(TCL)和家电使用。该数据集按日期和州分文件夹组织,每个文件对应一个美国县的身份标识(FIPS代码)。数据包括元数据和以当地时区为时间戳的能源数据,单位为千瓦时。同时,还提供了一个数据表头代码簿。该数据集覆盖了数百万家庭,旨在分析家庭能源消费模式,并将合成能源使用档案与真实数据对比验证。

This is a unique large-scale synthetic dataset covering residential energy usage of millions of households across the contiguous United States. The data is partitioned hourly and categorized into two segments: thermostatically controlled loads (TCL) and appliance usage. The dataset is organized into folders by date and state, with each file corresponding to a U.S. county's Federal Information Processing Standard (FIPS) code identifier. It includes both metadata and energy data timestamped according to local time zones, with the unit of kilowatt-hour (kWh). A data header codebook is also provided. This dataset is designed to analyze household energy consumption patterns and validate synthetic energy usage profiles against real-world data.
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Available via Zenodo repository
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