A machine learning approach for anomaly detection in industrial control systems based on measurement data

S Mokhtari, A Abbaspour, KK Yen, A Sargolzaei - Electronics, 2021 - mdpi.com
Attack detection problems in industrial control systems (ICSs) are commonly known as a
network traffic monitoring scheme for detecting abnormal activities. However, a network …

[HTML][HTML] Adaptive protection based on multi-agent systems for AC microgrids: A review

AJ Taveras-Cruz, D Mariano-Hernández… - Applied Energy, 2025 - Elsevier
The bidirectional power flow, voltage/frequency dynamics, and reduced fault current
observed in microgrids pose significant challenges to the protection of electrical systems …

Performance testing and assessment of protection scheme using real-time hardware-in-the-loop and IEC 61850 standard

HF Habib, N Fawzy, S Brahma - IEEE Transactions on Industry …, 2021 - ieeexplore.ieee.org
The main challenge of the microgrid is to design a suitable protection scheme due to the
complexity of the architecture of the microgrid. The importance of the proposed protection …

Real-time hardware-in-the-loop implementation of protection and self-healing of microgrids

P Gadde, S Brahma, T Patel - IEEE Transactions on Industry …, 2022 - ieeexplore.ieee.org
The design of a reliable protection scheme for microgrids often requires communication
between protective devices and microgrid controllers. The authors have developed such a …

Topology-agnostic, scalable, self-healing, and cost-aware protection of microgrids

P Gadde, SM Brahma - IEEE Transactions on Power Delivery, 2021 - ieeexplore.ieee.org
Most microgrid protection schemes found in published literature suffer from a lack of
generality in that they work well for the assumed topology, including type and placement of …

Multi-Agent and State Observer-Based Technique for Microgrid Protection

S Alzahrani, K Sinjari, J Mitra - IEEE Transactions on Industry …, 2023 - ieeexplore.ieee.org
The protection of microgrids (MGs) is an emerging research topic due to increasing
integration of distributed generation (DG). Although a microgrid can operate in two modes of …

Performance evaluation of electric vehicle model under skid control technique

N Fawzy, HF Habib, S Mokhtari - World Electric Vehicle Journal, 2021 - mdpi.com
The rapid development of skid control safety applications in Electric Vehicles and modern
vehicles calls for a more detailed assessment of the application-related design parameters …

Microgrid fault detection utilizing state observer and multi-agent system

S Alzahrani, J Mitra - 2022 IEEE international conference on …, 2022 - ieeexplore.ieee.org
Microgrid protection continues to be an emerging research problem for several reasons,
such as integrating various levels of distributed generation and connecting power electronic …

Scalable protection and self-healing of microgrids: Hardware in the loop co-simulation

PH Gadde, S Brahma, T Patel - 2022 IEEE Texas Power and …, 2022 - ieeexplore.ieee.org
The design of a reliable protection scheme for micro-grids often requires communication
between protective devices and microgrid controllers. These communication assisted …

Multi-Agent and State Observer-Based Technique for Fault Detection of Microgrid System

S Alzahrani, K Sinjari, J Mitra - 2022 IEEE Industry Applications …, 2022 - ieeexplore.ieee.org
The protection of microgrids (MGs) is an emerging research issue due to integrating various
levels of distributed generation (DG). Although microgrid can operate in two modes of …