r2avula / MDP-Controller-for-Privacy-Preserving-Demand-Shaping-in-SmartGrids

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MDP-Controller-for-Privacy-Preserving-Demand-Shaping-in-SmartGrids

This package runs on MATLAB and can be used to test the MDP control of user demand shaping in Smart Grids considering privacy risk and energy storage constraints. The following publication contains some details about how the package works. Please cite this paper when using the package.

R. R. Avula and T. J. Oechtering, "Optimal privacy-by-design strategy for user demand shaping in smart grids," 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Washington, DC, USA, 2020, pp. 1-5, doi: 10.1109/ISGT45199.2020.9087711.

The dataset (ECO) used in this package can be downloaded from http://vs.inf.ethz.ch/res/show.html?what=eco-data.

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