A review of machine learning approaches to power system security and stability

OA Alimi, K Ouahada, AM Abu-Mahfouz - IEEE Access, 2020 - ieeexplore.ieee.org
Increasing use of renewable energy sources, liberalized energy markets and most
importantly, the integrations of various monitoring, measuring and communication …

Voltage stability indices–A comparison and a review

HS Salama, I Vokony - Computers & Electrical Engineering, 2022 - Elsevier
The increasing integration of renewable energy sources (RESs) into the power system, rapid
load changes, and increasing power demand create problems for the stability of power …

Real-time grid monitoring and protection: A comprehensive survey on the advantages of phasor measurement units

C Biswal, BK Sahu, M Mishra, PK Rout - Energies, 2023 - mdpi.com
The emerging smart-grid and microgrid concept implementation into the conventional power
system brings complexity due to the incorporation of various renewable energy sources and …

[HTML][HTML] Modern voltage stability index for prediction of voltage collapse and estimation of maximum load-ability for weak buses and critical lines identification

S Mokred, Y Wang, T Chen - International Journal of Electrical Power & …, 2023 - Elsevier
Voltage collapse is a problem that may happen when power systems are overloaded. An
accurate estimation of critical operating conditions is necessary to prevent voltage collapses …

A novel collapse prediction index for voltage stability analysis and contingency ranking in power systems

S Mokred, Y Wang, T Chen - Protection and Control of Modern …, 2023 - ieeexplore.ieee.org
Voltage instability is a serious phenomenon that can occur in a power system because of
critical or stressed conditions. To prevent voltage collapse caused by such instability …

Improved heap-based optimizer for DG allocation in reconfigured radial feeder distribution systems

AM Shaheen, AM Elsayed, AR Ginidi… - IEEE Systems …, 2022 - ieeexplore.ieee.org
This article presents an improved heap-based optimizer (IHBO) for dealing with the optimal
combination of power distribution system reconfiguration and distributed generators …

A review of uncertainty modelling techniques for probabilistic stability analysis of renewable-rich power systems

AM Hakami, KN Hasan, M Alzubaidi, M Datta - Energies, 2022 - mdpi.com
In pursuit of identifying the most accurate and efficient uncertainty modelling (UM)
techniques, this paper provides an extensive review and classification of the available UM …

A comprehensive review on voltage stability in wind-integrated power systems

FH Malik, MW Khan, TU Rahman, M Ehtisham… - Energies, 2024 - mdpi.com
The fast growth of the world's energy demand in the modernized world has stirred many
countries around the globe to focus on power generation by abundantly available …

Neural network based approach for steady-state stability assessment of power systems

TU Badrudeen, NI Nwulu, SL Gbadamosi - Sustainability, 2023 - mdpi.com
The quest for an intelligence compliance system to solve power stability problems in real-
time with high predictive accuracy, and efficiency has led to the discovery of deep learning …

[HTML][HTML] Long-term voltage stability monitoring of power system areas using a kernel extreme learning machine approach

WM Villa-Acevedo, JM López-Lezama… - Alexandria Engineering …, 2022 - Elsevier
The ever increasing active and reactive power demands, along with limited sources of
generation and delays in transmission expansion projects, have led many power systems to …