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[HTML][HTML] Review of the techniques of the data analytics and islanding detection of distribution systems using phasor measurement unit data
The application of the Phasor Measurement Unit (PMU) in the power system is expanding
day by day since it provides a higher reliability through fast symmetrically monitoring and …
day by day since it provides a higher reliability through fast symmetrically monitoring and …
Anomaly detection, localization and classification using drifting synchrophasor data streams
With ongoing automation and digitization of the electric power system, several Phasor
Measurement Units (PMUs) have been deployed for monitoring and control. PMU data can …
Measurement Units (PMUs) have been deployed for monitoring and control. PMU data can …
Trustworthy cyber-physical power systems using AI: dueling algorithms for PMU anomaly detection and cybersecurity
Energy systems require radical changes due to the conflicting needs of combating climate
change and meeting rising energy demands. These revolutionary decentralization …
change and meeting rising energy demands. These revolutionary decentralization …
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems
Ensuring the reliability of power electronic converters is a matter of great importance, and
data-driven condition monitoring techniques are cementing themselves as an important tool …
data-driven condition monitoring techniques are cementing themselves as an important tool …
[HTML][HTML] Local detection of replay attacks and data anomalies on PMU measurements of smart power grids via tracking critical dynamic modes
This work proposes an approach based on critical dynamic modes to detect four types of
phasor measurement unit (PMU) data anomalies in smart power grids. Smart power grids as …
phasor measurement unit (PMU) data anomalies in smart power grids. Smart power grids as …
Classical Machine Learning: Seventy Years of Algorithmic Learning Evolution
Machine learning (ML) has transformed numerous fields, but understanding its foundational
research is crucial for its continued progress. This paper presents an overview of the …
research is crucial for its continued progress. This paper presents an overview of the …
A bi-level stochastic game model for PMU placement in power grid with cybersecurity risks
Phasor measurement units (PMUs) provide accurate and high-fidelity measurements in
order to monitor the state of the power grid and support various control and planning tasks …
order to monitor the state of the power grid and support various control and planning tasks …
Software defined virtualization for virtual power plants
RAP de Carvalho - 2023 - search.proquest.com
As infra-estruturas de comunicação estão cada vez mais dependentes de técnicas que
melhoram o desempenho ea flexibilidade destas. Esta visão, de uma comunicação …
melhoram o desempenho ea flexibilidade destas. Esta visão, de uma comunicação …
Regression analysis for network intrusion detection
Machine learning and statistics are categorized as part of data science. Regression is one of
the techniques of machine learning. Most of the contributions in the literature in respect to …
the techniques of machine learning. Most of the contributions in the literature in respect to …
Anomaly Detection in Redundant Sensor Systems: A Comparative Study Using Photovoltaic Power Plant Data
A Stefitz - 2024 - repositum.tuwien.at
In recent years, there has been significant progress globally in the expansion of photovoltaic
(PV) energy generation, and this trend is expected to continue in the future. To monitor the …
(PV) energy generation, and this trend is expected to continue in the future. To monitor the …