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
We use two models to estimate future electricity demand in India. In the first model — business-as-usual — we use a linear regression model to project daily peak and consumption on a regional basis; this is the business-as-usual scenario. We then add nat- ural variation to the ...
The impact of COVID-19 on the economy is examined via electricity consumption data. This study used the daily electricity consumption data2 of Hunan Province, China, from December 1, 2019, to March 31, 2020. This dataset was obtained from a 0.1% sample of electricity consumers in Hunan Prov...
Fig. 1. Time series of the total number of Indian villages with electricity connections, and the total electric power consumption by the agricultural sector in India since 1947.Central Electricity Authority (2021). Village electrification continued at a steady rate till the turn of the century, an...
India's National Capital Territory of Delhi, load was disaggregated into five “cities”, each served by a distinct and non-overlapping electricity distribution company (details in42, Supplementary Information). We re-aggregate these series to provide summed hourly profiles of electricity consumption ...
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 ...
Dataset Overview The project uses six primary tables and one supplementary table: Primary Tables: elec-fossil-nuclear-renewables: Electricity generation data from renewables, nuclear, and fossil fuels. change-energy-consumption: Annual changes in primary energy consumption. electricity-generation: Total ele...
collectingourdataset. DesignType(s)observationdesign•timeseriesdesign MeasurementType(s) wholehouseenergyconsumption•appliance-by-applianceenergy consumption TechnologyType(s)mainselectricitymeter•plug-inindividualappliancemonitors FactorType(s) SampleCharacteristic(s)building•UnitedKingdom 1 DepartmentofCom...
[5], I select the electricity as a representative energy, because the Guangzhou Statistical Division can provide the complete and longest duration time series dataset (from 1950 to 2015) among the metropolitan in China for me to observe and compare the estimation of “electricity consumption-...
Specifically, current electricity consumption was measured from the existing electricity supply: diesel generators, an existing PV mini-grid (metered data), solar home systems (PV and battery storage) and PV panels7 already owned by refugees (second-hand panels were mostly found to be in poor ...