Multigranularity Building Energy Consumption Prediction Method Based on Convolutional Recurrent Neural Network

Table 1

Feature description of IHEPC dataset.

Field name	Significance	Unit
Time	Timestamp	—
Global_active_power	Total active power consumed by the household	KW
Global_reactive_power	Total reactive power consumed by the household	KW
Voltage	Average voltage	V
Global_intensity	Average current intensity	A
Sub_metering_1	Useful electricity in the kitchen	KW·H
Sub_metering_2	Useful electricity for laundry room	KW·H
Sub_metering_3	Useful electric energy of room including water heater and air conditioner	KW·H