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POMDP-Privacy-Controller-in-SmartGrids

This package runs on MATLAB and can be used to test the realtime POMDP privacy control of users in Smart Grids. The following publication contains some details about how the package works. Please cite this paper when using the package.

R. R. Avula, T. J. Oechtering and D. Månsson, "Privacy-preserving smart meter control strategy including energy storage losses," 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), Sarajevo, Bosnia and Herzegovina, 2018, pp. 1-6, doi: 10.1109/ISGTEurope.2018.8571537.

The dataset (ECO) used in this package can be downloaded from http://vs.inf.ethz.ch/res/show.html?what=eco-data. Supporting functions for NILM is taken from https://github.com/beckel/nilm-eval.

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