Home Energy Management System Dataset

Of course, here's the improved version in English: --- The present dataset was collected in a controlled environment. For this purpose, a test bench was created that includes five typical household appliances: TV, air conditioner, fan, computer, and lamp. Each of these devices is connected to individual smart meters, allowing for detailed monitoring of their energy consumption, thereby forming a Home Energy Management System (HEMS). Additionally, a meter was installed in the distribution box to measure the total consumption generated by the appliances connected to the test bench. The dataset used to train the model consists of real-time data collected by the HEMS. This dataset includes detailed records of the energy consumption of each appliance connected to the test bench. The data was collected at regular intervals of fifteen minutes, capturing daily patterns over a 30-day period.本数据集采集于可控实验环境。为此搭建了一套试验台，内置5类典型家用电器：电视机（TV）、空调、风扇、计算机及灯具。每台设备均连接独立智能电表，可实现能耗的精细化监测，由此构建家庭能源管理系统（Home Energy Management System, HEMS）。此外，在配电箱中安装了一块总电表，用于计量试验台所连接全部设备的总耗电量。用于模型训练的数据集由该HEMS采集的实时数据组成，包含试验台所连各设备能耗的详细记录。该数据以15分钟为固定采集间隔，在30天的周期内捕捉了日常用电模式。