Our dataset's primary objective is to help train NILM algorithms for AC event detection and compressor operations. The dataset comprises of home-level electrical current consumption and manually tagged AC ground truth (ON/OFF status) data at 1-min interval, indoor environment temperature and ...
Based on research, public-private partnership investments in energy consumption have been found to have negative impacts on CO2 emissions in India [22]. Most of the electricity in Kuwait is generated from fossil fuel sources to meet industrial demands, resulting in a significant rise in CO2 ...
Economic rebalancing and electricity demand in China_Dataset This dataset includes the source data of all figures and tables of the paper. Stata ready China's provincial population, GDP, electricity consumption, and tertiary GDP share 1992-2012. Electricity consumption growth rate and electricity ......
the raw electricity measurements are only one part of the required ground truth, as electricity consumption does not necessarily correlate with usage. While the BLUED9dataset does provide ground truth event
Electricity consumption has stochastic variabilities driven by the energy market volatility. The capability to predict electricity demand that captures stochastic variances and uncertainties is significantly important in the planning, operation and regulation of national electricity markets. This study has propos...
V. AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research. In The Annual Electrical Power and Energy Conference (EPEC) (2013). 16. Batra, N., Gulati, M., Singh, A. & Srivastava, M. B. It's Different: Insights into home energy consumption in India. In Proceedings ...
consumption from a whole-house meter signal. To conduct research on disaggregation algorithms, researchers require data describing not just the aggregate demand per building but also the ‘ground truth’ demand of individual appliances. In this context, we present UK-DALE: an open-access dataset ...
samplerate.Wealsodescribethelow-cost,open-source,wirelesssystemwebuiltforcollectingourdataset.DesignType(s)observationdesign•timeseriesdesignMeasurementType(s)wholehouseenergyconsumption•appliance-by-applianceenergyconsumptionTechnologyType(s)mainselectricitymeter•plug-inindividualappliancemonitorsFactorType(s)...
We focus on electricity consumption in Chinese households for two reasons. First, electricity is the primary energy source for households in China, and residential electricity consumption has massive growth potential. Second, electricity has a high environmental intensity (such as CO2 emission per unit...
With the cost of consuming resources increasing (both economically and ecologically), homeowners need to find ways to curb consumption. The Almanac of Minutely Power dataset Version 2 (AMPds2) has been released to help computational sustainability resear