Multi-Circuit Electric Consumption Data for Application of Energy Disaggregation
The data is a collection of electric consumption data. It contains one aggregate data channel and ten active sub-circuits channels by one-minute data resolution and about four-month data length for this collection. The sub-circuit channels consist of four lightings channels, three plug-outlets channels, a water pump channel, a water heater channel, and an air conditioner channel as details in the Data labels.xlsx file. Each data record contains the time-stamp and five electrical parameters of voltage (V), current (I), active power (P), reactive power (Q), and power factor (PF). The Q data has to be further processed to select either an absolute value or a signed value.
Steps to reproduce
The collection of data can be reproduced using an instrument with a capability of multiple-circuit measurement to capture the electric consumption data from different channels at the same time-stamp. This data employed PowerScout24 as the instrument and creating an application to retrieve the data to store in a PC.