Leveraging Deep Learning to Strengthen the Cyber-Resilience of Renewable Energy Supply Chains: A Survey
MN Halgamuge - IEEE Communications Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Deep learning shows immense potential for strengthening the cyber-resilience of renewable
energy supply chains. However, research gaps in comprehensive benchmarks, real-world …
energy supply chains. However, research gaps in comprehensive benchmarks, real-world …
Mitigating IEC-60870-5-104 vulnerabilities: Anomaly detection in smart grid based on LSTM autoencoder
S Sathar, S Al-Kuwari, A Albaseer… - 2023 International …, 2023 - ieeexplore.ieee.org
Advanced Information Communication Technology (ICT) is used in smart grid systems to
introduce intelligence and efficiency, potentially outperforming conventional power systems …
introduce intelligence and efficiency, potentially outperforming conventional power systems …
Double-edged defense: Thwarting cyber attacks and adversarial machine learning in iec 60870-5-104 smart grids
H Teryak, A Albaseer, M Abdallah… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Smart grids (SGs), a cornerstone of modern power systems, facilitate efficient management
and distribution of electricity. Despite their advantages, increased connectivity and reliance …
and distribution of electricity. Despite their advantages, increased connectivity and reliance …
The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey
N Abdi, A Albaseer, M Abdallah - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As smart grids (SG) increasingly rely on advanced technologies like sensors and
communication systems for efficient energy generation, distribution, and consumption, they …
communication systems for efficient energy generation, distribution, and consumption, they …
Explainable Artificial Intelligence for Crowd Forecasting Using Global Ensemble Echo State Networks
Crowd monitoring is a primary function in diverse industrial domains, such as smart cities,
public transport, and public safety. Recent advancements in low-energy devices and rapid …
public transport, and public safety. Recent advancements in low-energy devices and rapid …
FedPot: A Quality-Aware Collaborative and Incentivized Honeypot-Based Detector for Smart Grid Networks
A Albaseer, N Abdi, M Abdallah… - … on Network and …, 2024 - ieeexplore.ieee.org
Honeypot technologies provide an effective defense strategy for the Industrial Internet of
Things (IIoT), particularly in enhancing the Advanced Metering Infrastructure's (AMI) security …
Things (IIoT), particularly in enhancing the Advanced Metering Infrastructure's (AMI) security …
Detection of cyber-attacks on smart grids using improved VGG19 deep neural network architecture and Aquila optimizer algorithm
This study introduces an innovative smart grid (SG) intrusion detection system, integrating
Game Theory, swarm intelligence, and deep learning (DL) to protect against complex cyber …
Game Theory, swarm intelligence, and deep learning (DL) to protect against complex cyber …
Real-Time Simulation of a Resilient Control Center for Inverter-Based Microgrids
M Beikbabaei, A Mehrizi-Sani - arXiv preprint arXiv:2405.07106, 2024 - arxiv.org
The number of installed remote terminal units (RTU) is on the rise, increasing the
observability and control of the power system. RTUs enable sending data to and receiving …
observability and control of the power system. RTUs enable sending data to and receiving …
Gated Tri-Tower Transformer (GT3)-An Inflated Power Generation Attack Detector for Microgrids
TY Syu, TT Kuo, CY Lin - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
Renewable energy microgrids are flourishing due to the rising environmental
consciousness. Blockchain technology is considered a promising solution for advanced …
consciousness. Blockchain technology is considered a promising solution for advanced …
A Review on Prediction of Solar Energy using Artificial Neural Network.
RK Budania, R Badadapure - Grenze International Journal …, 2024 - search.ebscohost.com
Global acceptance of sustainable development and renewable energy is rising as a result of
climate change's growing effect on national and local governments. The EU 2030 agenda …
climate change's growing effect on national and local governments. The EU 2030 agenda …