A Robust False Data Detection in Smart Grid Using Trees Decision Algorithm

6 Pages Posted: 21 May 2018 Last revised: 6 Jul 2018

See all articles by Abdelkarim El Khantach

Abdelkarim El Khantach

University Hassan II of Casablanca

Mohamed Hamlich

University Hassan II of Casablanca

Nour Eddine Belbounaguia

University Hassan II of Casablanca

Multiple version iconThere are 2 versions of this paper

Date Written: May 16, 2018

Abstract

The smart grid has the objective of improving the control and the supervision of the electric grid with the aim to ensure a reliable and effective functioning; This is possible with a system based on a precise state estimate that accurately reflects the physical aspects of power grids. However, the progress of the grid element, basically the smart meter has considerably increased the number of access point to the electrical grid. As a result, a large flow of false data is generated in the electrical system that compromises the state estimation process. Unlike the conventional detection test, we propose a method capable of handling complex false data. Our analyzes are validated by experiments on a physical bus feeding system performed on PSS/E, then we use Matlab to build false data based on the Jacobian. The collected data is analyzed with a learning technique basing on decision tree method.

Keywords: smart grid; state estimation; false data detection; trees decision

Suggested Citation

El Khantach, Abdelkarim and Hamlich, Mohamed and Eddine Belbounaguia, Nour, A Robust False Data Detection in Smart Grid Using Trees Decision Algorithm (May 16, 2018). Smart Application and Data Analysis for Smart Cities (SADASC'18). Available at SSRN: https://ssrn.com/abstract=3179469 or http://dx.doi.org/10.2139/ssrn.3179469

Abdelkarim El Khantach (Contact Author)

University Hassan II of Casablanca ( email )

Casablanca, 20000
Morocco

Mohamed Hamlich

University Hassan II of Casablanca ( email )

Casablanca, 20000
Morocco

Nour Eddine Belbounaguia

University Hassan II of Casablanca ( email )

Casablanca, 20000
Morocco

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