The ECO data set and the performance of non-intrusive load monitoring algorithms

Christian Beckel, Wilhelm Kleiminger, Romano Cicchetti, +2

EngineeringEnergy EfficiencyEnergy MonitoringData ScienceEnergy Data +16

Revealing household characteristics from smart meter data

Christian Beckel, Leyna Sadamori, Thorsten Staake, +1

Energy

EngineeringSmart GridData ScienceSmart CityMeasurement +6

Occupancy Detection from Electricity Consumption Data

Wilhelm Kleiminger, Christian Beckel, Thorsten Staake, +1

Digital Electricity MetersEnvironmental MonitoringEngineeringSmart CityWearable Technology +15

Household occupancy monitoring using electricity meters

Wilhelm Kleiminger, Christian Beckel, Silvia Santini

EngineeringMachine LearningElectricity MetersMeasurementSmart City +19

Seamless Integration of Heterogeneous Devices and Access Control in Smart Homes

Ji Eun Kim, George Boulos, John Yackovich, +3

Web Of ThingEngineeringSmart CityWearable TechnologyHome Automation +22

Automatic socio-economic classification of households using electricity consumption data

Christian Beckel, Leyna Sadamori, Silvia Santini

EngineeringElectricity Consumption DataEnergy Data AnalysisEnergy MonitoringData Science +23

Towards automatic classification of private households using electricity consumption data

Christian Beckel, Leyna Sadamori, Silvia Santini

Towards Automatic ClassificationDigital Electricity MetersEngineeringSmart CityCustomer Profiling +27

Are domestic load profiles stable over time? An attempt to identify target households for demand side management campaigns

Hông-Ân Cao, Christian Beckel, Thorsten Staake

Cluster ComputingEngineeringWhole ClusteringLoad ControlPolicy Analysis +21

Improving device-level electricity consumption breakdowns in private households using ON/OFF events

Christian Beckel, Wilhelm Kleiminger, Thorsten Staake, +1

ACM SIGBED Review

EngineeringEnergy EfficiencySmart CityEnergy MonitoringData Science +19

Automated customer segmentation based on smart meter data with temperature and daylight sensitivity

Christian Beckel, Leyna Sadamori, Silvia Santini, +1

EngineeringEnergy EfficiencySmart CityCustomer ProfilingEnergy Monitoring +18