An Overview of Supervised Machine Learning Approaches for Applications in Active Distribution Networks
Distribution grids must be regularly updated to meet the global electricity demand. Some of
these updates result in fundamental changes to the structure of the grid network. Some …
these updates result in fundamental changes to the structure of the grid network. Some …
Data analysis techniques applied to distribution systems: a systematic mapping study
R dos Santos Costa, JAS Aranda… - Electric Power …, 2023 - Taylor & Francis
The increasing electricity demand has led the conventional distribution system to evolve into
the smart grid context. One of the advantages of this intelligent system is the ability to …
the smart grid context. One of the advantages of this intelligent system is the ability to …
Power System Monitoring Through Low-Voltage Distribution Network Using freePMU
This article presents the latest developments of a phasor measurement unit (PMU), hereby
named freePMU, aimed at a large-scale deployment in low-voltage distribution networks …
named freePMU, aimed at a large-scale deployment in low-voltage distribution networks …
Adversarial purification for data-driven power system event classifiers with diffusion models
The global deployment of the phasor measurement units (PMUs) enables real-time
monitoring of the power system, which has stimulated considerable research into machine …
monitoring of the power system, which has stimulated considerable research into machine …
A Hybrid Query-Efficient Black-Box Adversarial Attack on Power System Event Classifiers
The widespread deployment of advanced sensors in power transmission systems enabled
machine learning (ML) models for event detection and classification. However, recent …
machine learning (ML) models for event detection and classification. However, recent …
Event Signatures in H-PMU Measurements: An Information-Theoretic Analysis of Real-World Data
F Ahmadi-Gorjayi, L Lampe… - 2024 IEEE Power & …, 2024 - ieeexplore.ieee.org
A harmonic phasor measurement unit (H-PMU) is a technological evolution of the
conventional PMU. Unlike a conventional PMU that solely captures fundamental phasors, an …
conventional PMU. Unlike a conventional PMU that solely captures fundamental phasors, an …
Harmonic Data Recovery Method Based on Multivariate Norm Matrix
Y Wang, R Xu, S Song, X Ma… - Journal of Modern …, 2023 - ieeexplore.ieee.org
During state perception of a power system, fragments of harmonic data are inevitably lost
owing to the loss of synchronization signals, transmission delays, instrument failures, or …
owing to the loss of synchronization signals, transmission delays, instrument failures, or …
Data-Driven Distributed Modeling, Operation, and Control of Electric Power Distribution Systems
H Dharmawardena - 2022 - tigerprints.clemson.edu
The power distribution system is disorderly in design and implementation, chaotic in
operation, large in scale, and complex in every way possible. Therefore, modeling …
operation, large in scale, and complex in every way possible. Therefore, modeling …
Enhanced Situational Awareness in Power Distribution Systems: Data-Driven Analysis of Harmonic Synchro-Phasors and Synchro-Waveforms
F Ahmadi Gorjayi - 2024 - escholarship.org
Harmonic Phasor Measurement Units (H-PMUs) and Waveform Measurement Units (WMUs)
are two emerging smart grid sensor technologies that are critical for enhancing situational …
are two emerging smart grid sensor technologies that are critical for enhancing situational …
Enhanced Situational Awareness in Power Distribution Systems: Data-Driven Analysis of Harmonic Synchro-Phasors and Synchro-Waveforms
FA Gorjayi - 2024 - search.proquest.com
Abstract Harmonic Phasor Measurement Units (H-PMUs) and Waveform Measurement Units
(WMUs) are two emerging smart grid sensor technologies that are critical for enhancing …
(WMUs) are two emerging smart grid sensor technologies that are critical for enhancing …