Home Energy Management System Dataset
Description
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.
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Steps to reproduce
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.