Published on 11 January 2020
Data for: Using Multiple Data Sources to Detect Manipulated Electricity Meter by an Entropy-Inspired Metric
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This GNU R package contains sample data of the ECO data as well as all methods introduced in this paper, including methods to derive the 'activity'-features, generate a matrix with multiple datasources and compute the entropy. An example usage is described in the documentation. Package: DemandAnomalyDetection Title: Energy Demand Anomaly Detection Version: 0.1-1 Maintainer: Denis Hock Description: Anomaly Detection according to the article - Using Multiple Data Sources to Detect Manipulated Electricity Meter by an Entropy-Inspired Metric. The input data is a time series of power (W). Using this package, we can compute higher level features to easily detect energy theft. It is also possible to compute the entropy in order to compare several data sources.
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Cited on 01 March 2020
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Publication Details
Subfield
Electrical and Electronic Engineering
Field
Engineering
Domain
Physical Sciences
Confidence Score
57%
Source
Scholar Data Model