Applications of Data-Driven Dynamic Modeling of Power Converters in Power Systems: An Overview

S Subedi, Y Gui, Y Xue - IEEE Transactions on Industry …, 2025 - ieeexplore.ieee.org
Power electronic converter (PEC)–based resources are growing ubiquitously in power
systems and there is a vital necessity for precise dynamic models to comprehend their …

A Novel Machine Learning-Based Approach for Fault Detection and Location in Low-Voltage DC Microgrids

S Salehimehr, SM Miraftabzadeh, M Brenna - Sustainability, 2024 - mdpi.com
DC microgrids have gained significant attention in recent years due to their potential to
enhance energy efficiency, integrate renewable energy sources, and improve the resilience …

Testing machine learned fault detection and classification on a dc microgrid

ST Ojetola, MJ Reno, J Flicker, D Bauer… - 2022 IEEE Power & …, 2022 - ieeexplore.ieee.org
Interest in the application of DC Microgrids to distribution systems have been spurred by the
continued rise of renewable energy resources and the dependence on DC loads. However …

Advancements in DC Microgrids: Integrating Machine Learning and Communication Technologies for a Decentralized Future

N Altin, SE Eyimaya - Smart Grid 3.0: Computational and Communication …, 2023 - Springer
DC microgrids are a promising solution for integrating distributed generation into the main
grid. These microgrids comprise distributed generation units, energy storage systems, loads …

Time Series Classification for Detecting Fault Location in a DC Microgrid

ST Ojetola, MJ Reno - 2023 IEEE PES Grid Edge Technologies …, 2023 - ieeexplore.ieee.org
In this paper, the potential for time series classifiers to identify faults and their location in a
DC Microgrid is explored. Two different classification algorithms are considered. First, a …

[HTML][HTML] Intelligent Island detection method of DC microgrid based on Adaboost algorithm

N Zhi, Y An, Y Zhao, J Qiu - Energy Reports, 2023 - Elsevier
Aiming at the problems of large detection blind areas and difficult threshold settings in
traditional passive islanding detection methods, this paper proposes an intelligent passive …

[PDF][PDF] Comprehensive analysis of planning operation and protection of microgrid systems

R Muzzammel - Journal of Energy Research and Reviews, 2020 - academia.edu
Microgrid is a decentralized system in which electrical sources and loads are connected in a
way that operates normally in connection with and in synchronous with conventional grid …

Passive Islanding Detection Method Based on Space Vector Modulation for Power System Integrated with Multiple DER

NA Larik, MF Tahir, R Haider, M Ahmed, M Li… - Available at SSRN … - papers.ssrn.com
Abstract Integrating Renewable Energy Sources (RES) into the power system offers a
cleaner and more economical solution to meet fast growing demand of electrical energy …

Microgrids, the best platform for economic and environmental productivity of renewable resources: An introduction to its concept, components, challenges, and …

J Moeini Hadizadeh - Journal of Renewable and New Energy, 2022 - jrenew.ir
In recent years, for reasons such as the limitation and pollution of fossil fuels, as well as the
growing electricity demand, the international community has paid more attention to the use …

Mitigation of the Challenges in Ev Charging and Power Grid-Comparison with Inh-Wdo, Ann and Fuzzy Controlled

SS Saini, KK Sharma, KS Rathore, M Manjeet - Ann and Fuzzy Controlled - papers.ssrn.com
EVs are increasingly contributing significantly to the development of smart grids. Electric
motors are gradually taking the place of Internal Combustion Engines vehicles because they …