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8 Results Found

  • Review
  • Open Access
5 Citations
4,009 Views
21 Pages

Industrial Control Systems (ICS) are fundamental to the operation, monitoring, and automation of critical infrastructure in sectors such as energy, water utilities, manufacturing, transportation, and oil and gas. According to the Purdue Model, ICS en...

(This article belongs to the Special Issue Security of Smart Grid: From Cryptography to Artificial Intelligence)
  • Feature Paper
  • Article
  • Open Access
1 Citations
4,185 Views
28 Pages

27 August 2025

The deployment of large language models (LLMs) in closed-network industrial environments remains constrained by privacy and connectivity limitations. This study presents a retrieval-augmented question-answering system designed to operate entirely off...

(This article belongs to the Special Issue AI-Driven Innovations in Power Electronics and Smart Grids: Enhancing Efficiency, Reliability and Sustainability)
  • Viewpoint
  • Open Access
9 Citations
3,189 Views
20 Pages

Cyber Security for Multi-Station Integrated Smart Energy Stations: Architecture and Solutions

  • Yangrong Chen,
  • June Li,
  • Qiuyu Lu,
  • Hai Lin,
  • Yu Xia and
  • Fuyang Li

15 July 2021

Multi-station integration is motivated by the requirements of distributed energies interconnection and improvements in the efficiency of energy systems. Due to the diversity of communication services and the complexity of data exchanges between in-of...

(This article belongs to the Section B: Energy and Environment)
  • Article
  • Open Access
20 Citations
4,924 Views
30 Pages

14 February 2019

In the increasingly complex cyber-environment, appropriate sustainable maintenance of substation auto systems (SASs) can lead to many positive effects on power cyber-physical systems (CPSs). Evaluating the cybersecurity risk of power CPSs is the firs...

(This article belongs to the Section Energy Sustainability)
  • Article
  • Open Access
22 Citations
6,870 Views
18 Pages

Attacking IEC 61850 Substations by Targeting the PTP Protocol

  • Aida Akbarzadeh,
  • Laszlo Erdodi,
  • Siv Hilde Houmb,
  • Tore Geir Soltvedt and
  • Hans Kristian Muggerud

Digital substations, also referred to as modern power grid substations, utilize the IEC 61850 station and process bus in conjunction with IP-based communication. This includes communication with switch yard equipment within the substation as well as...

(This article belongs to the Special Issue Cybersecurity and Privacy Issues in Cyber-Physical Systems and Industrial Control Systems)
  • Article
  • Open Access
84 Citations
6,923 Views
15 Pages

Machine Learning-Based Intrusion Detection for Achieving Cybersecurity in Smart Grids Using IEC 61850 GOOSE Messages

  • Taha Selim Ustun,
  • S. M. Suhail Hussain,
  • Ahsen Ulutas,
  • Ahmet Onen,
  • Muhammad M. Roomi and
  • Daisuke Mashima

8 May 2021

Increased connectivity is required to implement novel coordination and control schemes. IEC 61850-based communication solutions have become popular due to many reasons—object-oriented modeling capability, interoperable connectivity and strong communi...

(This article belongs to the Special Issue Symmetry in Renewable Energy and Power Systems Ⅱ - Including Wind Energy and Fluid Energy)
  • Article
  • Open Access
16 Citations
2,344 Views
18 Pages

3 June 2022

Rapid progress of computing and info-communication technologies (ICT) has changed the ecosystem of power production and delivery. Today, an energy network is a complex set of interrelated devices and information systems covering all areas of electric...

  • Article
  • Open Access
12 Citations
4,105 Views
14 Pages

21 December 2019

As the number of active components increase, distribution networks become harder to control. Microgrids are proposed to divide large networks into smaller, more manageable portions. The benefits of using microgrids are multiple; the cost of installat...

(This article belongs to the Special Issue Cybersecurity in Smartgrids)