Learning the Dynamics of Future Marine Microgrids Using Temporal Convolutional Neural Network

no code implementations • 6 Dec 2023 • Xiaoyu Ge, Ali Hosseinipour, Saskia Putri, Faegheh Moazeni, Javad Khazaei

Medium-voltage direct-current (MVDC) ship-board microgrids (SMGs) are the state-of-the-art architecture for onboard power distribution in navy.

Time-Domain Operational Metrics for Real-time Resilience Assessment in DC Microgrids

no code implementations • 6 Dec 2023 • Maral Shadaei, Ali Hosseinipour, Javad Khazaei

Resilience is emerging as an evolving notion, reflecting a system's ability to endure and adapt to sudden and catastrophic changes and disruptions.

Computational Efficiency

Voltage Restoration in MVDC Shipboard Microgrids with Economic Nonlinear Model Predictive Control

no code implementations • 6 Dec 2023 • Saskia Putri, Ali Hosseinipour, Xiaoyu Ge, Faegheh Moazeni, Javad Khazaei

This paper presents a novel control strategy using nonlinear model predictive controller embedded with a complex droop control architecture for voltage restoration and power sharing in medium voltage DC (MVDC) Naval MGs.

Model Predictive Control

Operational Resilience Assessment: A Frequency-Domain Approach for DC Microgrids

no code implementations • 6 Dec 2023 • Ali Hosseinipour, Maral Shadaei, Javad Khazaei

In this paper, the real-time operational resilience (OR) evaluation of DC SMGs against dynamic disturbances is proposed using frequency-domain metrics.