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 ...
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 ...
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 ...
Many countries are rolling out smart electricity meters. These measure a home’s total power demand. However, research into consumer behaviour suggests that consumers are best able to improve their energy efficiency when provided with itemised, appliance-by-appliance consumption information. Energy disagg...
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...
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...
Paying upfront for any of the electrification technology may have destabilization effect on their consumption causing them to fail to manage despite the positive desire to allocate financial resources to getting a connection. Mean WTP for electricity access in rural areas The study further estimated ...
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...
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 ...
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 ...