most citedMachine Learning-Based Protection and Fault Identification of 100% Inverter-Based Microgrids

8 citations · 9 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2024

Accurate Current Sharing in a DC Microgrid Using Modified Droop Control Algorithm

Naser Souri, Ali Mehrizi-Sani

Due to the increasing popularity of DC loads and the potential for higher efficiency, DC microgrids are gaining significant attention. DC microgrids utilize multiple parallel conve…

eess.SY2024

Hybrid Machine Learning Approach for Cyberattack Mitigation of Parallel Converters in a DC Microgrid

Naser Souri, Ali Mehrizi-Sani

Cyberattack susceptibilities are introduced as the communication requirement increases with the incorporation of more renewable energy sources into DC microgrids. Parallel DC-DC co…

eess.SY2024★ 8 cited

Machine Learning-Based Protection and Fault Identification of 100% Inverter-Based Microgrids

Milad Beikbabaei, Michael Lindemann, Mohammad Heidari Kapourchali +1

100% inverter-based renewable units are becoming more prevalent, introducing new challenges in the protection of microgrids that incorporate these resources. This is particularly d…

eess.SY2024★ 1 cited

Memory-Based Set Point Modulation for Improved Transient Response of Distributed Energy Resources

Milad Beikbabaei, Brady Alexander, Ashwin Venkataramanan +1

As the composition of the power grid evolves to integrate more renewable generation, its reliance on distributed energy resources (DER) is increasing. Existing DERs are often contr…

eess.SY2024

Real-Time Simulation of a Resilient Control Center for Inverter-Based Microgrids

Milad Beikbabaei, Ali Mehrizi-Sani

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 data fro…

eess.SY2024

Detection and Mitigation of Cyberattacks on Volt-Var Control

Milad Beikbabaei, Ali Mehrizi-Sani

Cyberattacks are becoming more frequent, and attackers can use different mechanisms, such as denial of service (DoS) and false data injection (FDI). Furthermore, multiple attack ty…