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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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Hock, Denis

Description

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.

Citations (1)

Mentions (0)

Metrics

Dataset Index

2.0

FAIR Score

65%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Mendeley

Assigned Domain

Subfield

Electrical and Electronic Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

57%

Source

Scholar Data Model

Keywords

Detection SystemTheftSmart Grid

Normalization Factors

FT

13.46

CTw

1.00

MTw

1.00