遇见数据集

hihAigua dataset

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Zenodo2026-03-05 更新2026-05-26 收录
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This repository contains a household-level multi-utility dataset capturing one year of telemetry at a 7minute sampling interval from 10 Spanish homes. Signals include cold and hot water volumes, elec-tricity use, and thermal/HVAC measurements, complemented by an outdoor temperature probe.The dataset is supplemented with labelled lab-generated events recorded at 1 minute samplinginterval. Lab-generated data reproduces common residential end-uses like showers (with varyingdurations and patterns), WC flushes, and washing-machine programs aligned to the sensor streams.This resource enables exploration in anomaly detection, predictive modelling, disaggregation stud-ies, activity recognition, and analysis of water-energy coupling.

本数据集仓库包含一份家庭级多公用设施数据集,采集了10户西班牙住宅为期一年的遥测数据,采样间隔为7分钟。该数据集涵盖的信号包括冷热水流量、电力使用情况以及热工/暖通空调(HVAC)测量数据,同时补充了室外温度探头的采集数据。本数据集还包含以1分钟采样间隔记录的、经标注的实验室生成事件数据。实验室生成的数据还原了常见的住宅终端使用场景,包括不同时长与模式的淋浴、抽水马桶冲水,以及与传感器数据流对齐的洗衣机运行程序。该数据集可支持异常检测、预测建模、负荷分解研究、行为识别以及水-能量耦合分析等方向的探索研究。

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Zenodo
创建时间:
2026-03-05
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