[HTML][HTML] Review on measurement-based frequency dynamics monitoring and analyzing in renewable energy dominated power systems

X Chen, Y Jiang, V Terzija, C Lu - … Journal of Electrical Power & Energy …, 2024 - Elsevier
The massive integration of clean energy and renewable energy source (RES) is one of the
most important trends in the low carbon energy transition toward carbon neutrality. Such an …

A real-time hierarchical framework for fault detection, classification, and location in power systems using PMUs data and deep learning

MR Shadi, MT Ameli, S Azad - International Journal of Electrical Power & …, 2022 - Elsevier
Abstract Frequency Disturbance Events (FDEs) occur due to various events such as
Generator Trip (GT), Line Outage (LO), and Load Disconnection (LD), which affect the …

Random forest regressor-based approach for detecting fault location and duration in power systems

Z El Mrabet, N Sugunaraj, P Ranganathan… - Sensors, 2022 - mdpi.com
Power system failures or outages due to short-circuits or “faults” can result in long service
interruptions leading to significant socio-economic consequences. It is critical for electrical …

A real time event detection, classification and localization using synchrophasor data

S Pandey, AK Srivastava… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With an increasing number of extreme events, grid components and complexity, more
alarms are being observed in the power grid control centers. Operators in the control center …

[HTML][HTML] State of the art, challenges and prospects of wide-area event identification on transmission systems

S Azizi, MR Jegarluei, JS Cortés, V Terzija - International Journal of …, 2023 - Elsevier
The proliferation of advanced metering devices such as phasor measurement units (PMUs)
along with communication systems readiness has opened new horizons for centralized …

[HTML][HTML] PF-FEDG: An open-source data generator for frequency disturbance event detection with deep-learning reference classifiers

Z Sun, M Ram, C Jiang, Q Wang, P Michael, B Juri… - Energy Reports, 2023 - Elsevier
Accurate and fast classification of FDEs is crucial to power systems situation awareness and
stability control. However, various database used in recent studies makes it hard to directly …

[HTML][HTML] Power transmission system's fault location, detection, and classification: Pay close attention to transmission nodes

CC Ukwuoma, D Cai, O Bamisile… - International Journal of …, 2024 - Elsevier
For transmission systems to operate safely and reliably, fault identification and classification
are essential. However, power network physical architecture and data information cannot be …

The role of artificial intelligence in Latin Americas energy transition

VMM Jimenez, EP Gonzalez - IEEE Latin America Transactions, 2022 - ieeexplore.ieee.org
Latin Americas energy transition involves the massive integration of sustainable energy,
different than hydro, at large and small scale, consumer empowerment, and the adoption of …

Grid controllability aware optimal placement of PMUs with limited input current channels

AK Mandal, S De, BK Panigrahi - IEEE Transactions on Industry …, 2024 - ieeexplore.ieee.org
This paper introduces a new method for optimally placing phasor measurement units
(PMUs) aimed at enhancing smart grid controllability under perturbed conditions while …

Optimal redundant sensor placement for protection blinding in active distribution grids

AD Patil, A Ghasemi, H de Meer - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Integrating renewable energy sources into the power distribution grid challenges protection
system operation, leading to protection blinding when circuit breakers fail to trip due to fault …