Deep learning-based framework for real-time transient stability prediction under stealthy data integrity attacks

M Kesici, M Mohammadpourfard, K Aygul… - Electric Power Systems …, 2023 - Elsevier
Cyber-attacks can degrade the performance of online transient stability prediction (TSP) and
assessment functions offered for power systems. This paper proposes a cyber-resilient real …

A novel integrated framework for real-time prediction of transient instabilities in power systems with their severity levels using deep learning

M Kesici, M Mahdi, Y Yaslan, S Seker, I Genc - Sustainable Energy, Grids …, 2023 - Elsevier
This paper develops an integrated framework comprising deep learning methods for the real-
time prediction of transient instabilities, as well as their severities, that might evolve in a …

Big data platform for real-time oscillatory stability predictive assessment using recurrent neural networks and waprotector's records

J Cepeda, I Gómez, F Calero… - … Conference on Smart Grid …, 2022 - ieeexplore.ieee.org
After a perturbation, the generators shift their operating condition in search of new
equilibrium states (steady states), overpassing a dynamic. state (which should be transitory) …

Diversified Harmonics Modeling for Power System Stability Analysis

T Roy, DK Ray, S Chattopadhyay - Linear and Nonlinear …, 2024 - Wiley Online Library
This chapter presents diversified harmonics modeling for power system networks. The
chapter starts with a description of a simplified steady‐state stability model. Network stability …

Trend Analysis of Modal Identification based Real-time Power System Oscillations using L1 Trend Filtering

J Oscullo, J Cepeda, C Gallardo… - International Journal of …, 2021 - pubs2.ascee.org
This paper is looking to show to use of system data collected from wide-area monitoring
systems (WAMS). They allow monitoring of the dynamics of power systems. Among the …

[PDF][PDF] Voltage stability of power system using pv curve and pmu data

N Ashwin, J Sreedevi, P Dixit, KS Meera - Int. J. Recent Technol. Eng, 2019 - academia.edu
This paper describes a voltage stability indicator that can be used to determine the proximity
to system collapse by power system operators. The proposed PV curve method to determine …

Sintonización adaptativa de estabilizadores de sistemas de potencia en tiempo real utilizando tecnología de medición sincrofasorial

JA Oscullo Lala - 2021 - bibdigital.epn.edu.ec
Debido a la ubicación remota de las centrales de generación con respecto a los centros de
consumo (principalmente en sistemas hidro-térmicos), la gran parte de un sistema eléctrico …

[PDF][PDF] versión aprobada para la defensa

JAO LALA - 2021 - doctoradofiee.epn.edu.ec
Debido a la ubicación remota de las centrales de generación con respecto a los centros de
consumo (principalmente en sistemas hidrotérmicos), gran parte de un sistema eléctrico de …

[PDF][PDF] Trend Analysis of Modal Identification based Real-time Power System Oscillations using 𝑙1 Trend Filtering

JO Lala, J Cepeda, C Gallardo, L Haro - academia.edu
Over the past years, monitoring an electric power system's dynamic behavior using signal
synchrophasors has become a real fact. This allows evaluating oscillatory stability in real …