Cyber Attack for Optimal Power Flow Control

This study explores the impact of cyber attacks on Optimal Power Flow (OPF) control inmodern power grids. We examine various attack types, including data injection and denial-of-service,that can disrupt power distribution and compromise system stability. Through simulations, wedemonstrate how minor data alterations can lead to significant operational failures. We also proposea framework using machine learning for detecting and mitigating these threats, emphasizing the needfor robust cybersecurity in the energy sector. Our findings highlight the necessity for secure powergrid architectures to enhance resilience against cyber threats.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-18
DOI
https://doi.org/10.5281/zenodo.15239502
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
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article

Cyber Attack for Optimal Power Flow Control

Zenodo (CERN European Organization for Nuclear Research)
Smart Grid Security and Resilience
article

Cyber Attack for Optimal Power Flow Control

article en

Abstract

This study explores the impact of cyber attacks on Optimal Power Flow (OPF) control inmodern power grids. We examine various attack types, including data injection and denial-of-service,that can disrupt power distribution and compromise system stability. Through simulations, wedemonstrate how minor data alterations can lead to significant operational failures. We also proposea framework using machine learning for detecting and mitigating these threats, emphasizing the needfor robust cybersecurity in the energy sector. Our findings highlight the necessity for secure powergrid architectures to enhance resilience against cyber threats.

Zenodo (CERN European Organization for Nuclear Research)
Affordable and clean energy
Openalex Percentile: Top 48%
Smart Grid Security and Resilience
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Cyber Attack for Optimal Power Flow Control · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS