2020 · 12 citations · 3 references
ComputingData ScienceData MiningMachine LearningTime Series AnalysisEnergy MeteringError DetectionFault DetectionMeasurement EstimationSmart Grid SystemsState EstimationConsumption MeteringEstimation ErrorMeter Data AnalyticsMeter Fault DetectionSmart Meter AnalyticsSmart Metering
This paper describes an online smart meter calculating method by analysis the smart meter consumption data. In this model, orthogonal matching pursuit algorithm and decision tree are applied to detect abnormal data and cluster data. Then a submeter matrix is constructed to compute meter error. The experiment shows the validity and effectiveness of this meter error estimation method.
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Detection of energy theft and defective smart meters in smart grids using linear regression
Sook-Chin Yip, KokSheik Wong, Wooi-Ping Hew et al. · International Journal of Electrical Power & Energy Systems · 2017 · 170 citations
Engineering, Electrical Engineering, Critical Infrastructure Protection +14
Juan Ignacio Guerrero, Carlos León, Íñigo Monedero et al. · Knowledge-Based Systems · 2014 · 84 citations · Full text