[HTML][HTML] Recent advances and applications of machine learning in the variable renewable energy sector

S Chatterjee, PW Khan, YC Byun - Energy Reports, 2024 - Elsevier
Abstract Machine learning (ML) plays an essential role in various scientific fields. ML
streamlines renewable energy systems, boosting efficiency and production, as global …

Microgrid Management Strategies for Economic Dispatch of Electricity Using Model Predictive Control Techniques: A Review

J Moreno-Castro, VS Ocaña Guevara, LT León Viltre… - Energies, 2023 - mdpi.com
In recent years, microgrid (MG) deployment has significantly increased, utilizing various
technologies. MGs are essential for integrating distributed generation into electric power …

Active fault-tolerant and attack-resilient control for a renewable microgrid against power-loss faults and data integrity attacks

S Jadidi, H Badihi, Y Zhang - IEEE Transactions on Cybernetics, 2023 - ieeexplore.ieee.org
The next-generation power grid evolves from the development of fundamental cyber–
physical energy systems called smart microgrids. In order to improve the reliability, safety …

Data-driven cyber-attack detection for pv farms via time-frequency domain features

L Guo, J Zhang, J Ye, SJ Coshatt… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
The internetworking of grid-connected power electronics converters (PECs) in photovoltaic
(PV) farms has inevitably expanded the cyber-attack surfaces. This paper presents a …

[HTML][HTML] Design of an intelligent hybrid diagnosis scheme for cyber-physical PV systems at the microgrid level

S Jadidi, H Badihi, Y Zhang - International Journal of Electrical Power & …, 2023 - Elsevier
With focusing on solar photovoltaic (PV) systems operating at microgrid (MG) level, this
study investigates the impacts of different physical faults and cyberattacks as well as …

Sensor fault tolerant control in modern and green power applications: A review

MVSS Chandra, S Mohapatro - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Modern power applications have grown leaps and bounds in various applications spanning
from domestic to commercial and industrial applications. The operation of these applications …

An optimal control approach for enhancing transients stability and resilience in super smart grids

T Alsuwian, A Basit, AA Amin, M Adnan, M Ali - Electronics, 2022 - mdpi.com
Super smart grids (SSGs) are a wide area transmission network that mainly uses renewable
energy resources (RERs), contributing to the reduction of greenhouse gas (GHGs) …

Hybrid Fault-Tolerant and Attack-Resilient Cooperative Control in an Offshore Wind Farm

S Jadidi, H Badihi, Y Zhang - IEEE Transactions on Sustainable …, 2023 - ieeexplore.ieee.org
Modern wind farms promise increased capacity, sustainability, and efficiency through the
integration of information technology with the existing wind energy technologies. However …

Dynamic control of integrated wind farm battery energy storage systems for grid connection

M Gwabavu, A Raji - Sustainability, 2021 - mdpi.com
The intermittent nature of wind power is a major challenge for wind as an energy source.
Wind power generation is therefore difficult to plan, manage, sustain, and track during the …

Fault-tolerant cooperative control of large-scale wind farms and wind farm clusters

S Jadidi, H Badihi, Y Zhang - Energies, 2021 - mdpi.com
Large-scale wind farms and wind farm clusters with many installed wind turbines are
increasingly built around the world, and especially in offshore regions. The reliability and …