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20212024
most citedScalable Optimal Design of Incremental Volt/VAR Control using Deep Neural Networks

1 citations · 1 across the 5 of their papers we have counts for

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5 papers

eess.SY2024

Stability Enhancement of LCL-Type Grid-Following Inverters Using Capacitor Voltage Active Damping

Naser Souri, Ali Mehrizi-Sani, Kambiz Tehrani

An LCL filter offers superior attenuation for high-frequency harmonics for three-phase grid-following inverters compared to LC and L filters. However, it also introduces an inheren…

math.OC2023★ 1 cited

Scalable Optimal Design of Incremental Volt/VAR Control using Deep Neural Networks

Sarthak Gupta, Ali Mehrizi-Sani, Spyros Chatzivasileiadis +1

Volt/VAR control rules facilitate the autonomous operation of distributed energy resources (DER) to regulate voltage in power distribution grids. According to non-incremental contr…

eess.SY2022

Reinforcement Learning$\unicode{x2013}$Based Transient Response Shaping for Microgrids

Ashwin Venkataramanan, Ali Mehrizi-Sani

This work explores the usage of a supplementary controller for improving the transient performance of inverter$\unicode{x2013}$based resources (IBR) in microgrids. The supplementar…

eess.SY2022

Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods

Forouzan Fallah, Amin Ramezani, Ali Mehrizi-Sani

This paper employs a supervised machine learning (ML) algorithm to propose an integrated fault detection and diagnosis (FDD) and fault-tolerant control (FTC) strategy to detect, di…

cs.NI2021

Power Systems Performance under 5G Radio Access Network in a Co-Simulation Environment

Rahul Iyer, Biplav Choudhury, Vijay K. Shah +1

Communication can improve control of important system parameters by allowing different grid components to communicate their states with each other. This information exchange requir…