Search Results for author: Deepa Kundur

Found 6 papers, 1 papers with code

Enhancing Power Quality Event Classification with AI Transformer Models

no code implementations22 Feb 2024 Ahmad Mohammad Saber, Amr Youssef, Davor Svetinovic, Hatem Zeineldin, Deepa Kundur, Ehab El-Saadany

It can accurately classify PQEs under the aforementioned conditions with an accuracy varying between 99. 81%$-$91. 43% depending on the signal-to-noise ratio, DC offsets, and variations in the signal amplitude and frequency.

Classification

Reinforcement Learning for Supply Chain Attacks Against Frequency and Voltage Control

1 code implementation11 Sep 2023 Amr S. Mohamed, Sumin Lee, Deepa Kundur

The ongoing modernization of the power system, involving new equipment installations and upgrades, exposes the power system to the introduction of malware into its operation through supply chain attacks.

reinforcement-learning

On the Use of Reinforcement Learning for Attacking and Defending Load Frequency Control

no code implementations28 Mar 2023 Amr S. Mohamed, Deepa Kundur

Moreover our method can be employed to generate data to inform the design of defense strategies and develop attack detection methods.

On the Use of Safety Critical Control for Cyber-Physical Security in the Smart Grid

no code implementations3 Mar 2023 Amr S. Mohamed, Mohsen Khalaf, Deepa Kundur

The tight coupling between communication and control in cyber-physical systems is necessary to enable the complex regulation required to operate these systems.

Decision Making

A Probabilistic Approach to Adaptive Protection in the Smart Grid

no code implementations27 Feb 2023 Amr S. Mohamed, Deepa Kundur, Mohsen Khalaf

However, given the safety-criticality of protection, the algorithms used to analyze this data must be stable, transparent, and easily interpretable to ensure the reliability of the protection decisions.

Fault Detection

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