Review on deep learning applications in frequency analysis and control of modern power system
The penetration of renewable energy resources (RES) generation and the interconnection of
regional power grids in wide area and large scale have led the modern power system to …
regional power grids in wide area and large scale have led the modern power system to …
A comprehensive review of security-constrained unit commitment
Security-constrained unit commitment (SCUC) has been extensively studied as a key
decision-making tool to determine optimal power generation schedules in the operation of …
decision-making tool to determine optimal power generation schedules in the operation of …
An intelligent transient stability assessment framework with continual learning ability
X Li, Z Yang, P Guo, J Cheng - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Data driven method based on big data and deep model is an effective tool to solve the
problem of online power system transient stability assessment. Nevertheless, when the …
problem of online power system transient stability assessment. Nevertheless, when the …
Emergency load shedding strategy for microgrids based on dueling deep Q-learning
C Wang, H Yu, L Chai, H Liu, B Zhu - Ieee Access, 2021 - ieeexplore.ieee.org
The rapid drop of frequency under the disturbance is a major threat to the safe and stable
operation of a microgrid (MG) system. Emergency load shedding is the main measure to …
operation of a microgrid (MG) system. Emergency load shedding is the main measure to …
A data-driven and data-based framework for online voltage stability assessment using partial mutual information and iterated random forest
S Liu, R Shi, Y Huang, X Li, Z Li, L Wang, D Mao, L Liu… - Energies, 2021 - mdpi.com
Due to the rapid development of phasor measurement units (PMUs) and the wide area of
interconnection of modern power systems, the security of power systems is confronted with …
interconnection of modern power systems, the security of power systems is confronted with …
Deep learning-based transient stability assessment framework for large-scale modern power system
X Li, C Liu, P Guo, S Liu, J Ning - International Journal of Electrical Power & …, 2022 - Elsevier
When severe disturbance occurs in power system, lack of efficacious information about
transient stability state is a key challenge for power network operator. Especially for the …
transient stability state is a key challenge for power network operator. Especially for the …
Unintentional islanding transition control strategy for three-/single-phase multimicrogrids based on artificial emotional reinforcement learning
C Wang, S Mei, H Yu, S Cheng, L Du… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Distribution network failures can cause unintentional islanding of three-/single-phase
multimicrogrids (MMGs). The transient impulse that occurs during the unintentional islanding …
multimicrogrids (MMGs). The transient impulse that occurs during the unintentional islanding …
[HTML][HTML] Data-driven power system security assessment using high content database during the COVID-19 pandemic
As the coronavirus disease (COVID-19) broke out in late 2019, the electricity sector was
significantly impacted. Hence, the effects of the pandemic and restricting measures in power …
significantly impacted. Hence, the effects of the pandemic and restricting measures in power …
A review of visualization methods for cyber-physical security: Smart grid case study
V Cobilean, HS Mavikumbure, BJ Mcbride… - IEEE …, 2023 - ieeexplore.ieee.org
Cyber-Physical Systems (CPSs) are becoming increasingly complex and interconnected as
they attempt to meet the demands of evolving society. As a result, monitoring and …
they attempt to meet the demands of evolving society. As a result, monitoring and …
Guest editorial: Special issue on data-analytics for stability analysis, control, and situational awareness of power system with high-penetration of renewable energy
Guest editorial: Special issue on data-analytics for stability analysis, control, and situational
awareness of power system with high-penetration of renewable energy - ScienceDirect Skip …
awareness of power system with high-penetration of renewable energy - ScienceDirect Skip …