Appliance-Level Electricity Consumption Dataset

This dataset contains appliance-level electricity consumption measurements from a 2-person household in Northern Norway, collected over 24 days with 3,296 total measurements at 10-minute intervals. The data provides detailed insights into energy consumption patterns of various household appliances including electric vehicle charging station, heat pump, hot water tank, floor heating systems, dishwasher, stove, and electric oven. The dataset is representative of typical Northern Norwegian residential settings, characterized by electric heating dominance and modern appliance installations. This data was used in PhD thesis research on machine learning-based flexible and intelligent energy distribution systems for residential buildings and has been referenced in multiple peer-reviewed publications.

本数据集包含挪威北部两人家庭的家电级用电消耗测量数据，采集周期为24天，共计3296条测量记录，采样间隔为10分钟。该数据集详细展现了各类家用家电的用电模式，涵盖电动汽车充电站（electric vehicle charging station）、热泵（heat pump）、热水箱（hot water tank）、地板采暖系统（floor heating systems）、洗碗机（dishwasher）、炉灶（stove）及电烤箱（electric oven）等设备。本数据集能够代表挪威北部典型住宅场景，其典型特征为以电采暖为主导，并配备现代化家电设施。该数据集曾被用于针对住宅建筑基于机器学习的柔性智能能源分配系统的博士学位论文研究，并已被多篇同行评议学术出版物引用。