Security of wide-area monitoring, protection, and control (WAMPAC) systems of the smart grid: A survey on challenges and opportunities
The evolution of power generation systems, along with their related increase in complexity,
led to the critical necessity of Wide-Area Monitoring, Protection, and Control (WAMPAC) …
led to the critical necessity of Wide-Area Monitoring, Protection, and Control (WAMPAC) …
Learning-based real-time event identification using rich real PMU data
A large-scale deployment of phasor measurement units (PMUs) that reveal the inherent
physical laws of power systems from a data perspective enables an enhanced awareness of …
physical laws of power systems from a data perspective enables an enhanced awareness of …
D-optimal data fusion: Exact and approximation algorithms
We study the D-optimal Data Fusion (DDF) problem, which aims to select new data points,
given an existing Fisher information matrix, so as to maximize the logarithm of the …
given an existing Fisher information matrix, so as to maximize the logarithm of the …
The impact of PMU data precision and accuracy on event classification in distribution systems
FL Grando, AE Lazzaretti… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The use of synchrophasor data is recurrent in electrical power systems and has an
increasing demand in distribution networks. The quality of this data can directly influence …
increasing demand in distribution networks. The quality of this data can directly influence …
Non-Parametric Statistical Analysis of Current Waveforms through Power System Sensors
The protection, control, and monitoring of the power grid is not possible without accurate
measurement devices. As the percentage of renewable energy sources penetrating the …
measurement devices. As the percentage of renewable energy sources penetrating the …
Recent development of frequency estimation methods for future smart grid
The frequency estimated by the Phasor Measurement Unit (PMU) is a critical index of power
system status and supports many smart grid applications. The future smart grid features high …
system status and supports many smart grid applications. The future smart grid features high …
Data driven method for event classification via regional segmentation of power systems
DI Kim, L Wang, YJ Shin - IEEE Access, 2020 - ieeexplore.ieee.org
This paper presents a data-driven approach for event classification via a regional
segmentation of power systems. The data-driven approach is suitable for the complex power …
segmentation of power systems. The data-driven approach is suitable for the complex power …
Estimation of dominant power oscillation modes based on ConvLSTM approach using synchrophasor data and cross-validation technique
F Senesoulin, I Ngamroo… - Sustainable Energy, Grids …, 2022 - Elsevier
This paper proposes a deep neural network approach considering performance-based
cross-validation and confidence interval analysis to estimate a power system's dominant …
cross-validation and confidence interval analysis to estimate a power system's dominant …
A proposed wide-area stabilization system through a large-scale fleet of electric vehicles for grid
R Itiki, F Libonati, H Burgués, M Martini… - International Journal of …, 2022 - Elsevier
A wide-area grid is a large-scale high voltage power system with regional grids integrated
by transmission lines. This work proposes a Wide-Area Stabilization System (WASS) with …
by transmission lines. This work proposes a Wide-Area Stabilization System (WASS) with …
Power System Adaptive State Estimation in Unknown Measurement Environment
The complicated sensing and communication environment of power systems results in
measurement errors with unknown, nonzero-mean, non-Gaussian, and time-varying …
measurement errors with unknown, nonzero-mean, non-Gaussian, and time-varying …