[HTML][HTML] Recent advances and applications of machine learning in the variable renewable energy sector
Abstract Machine learning (ML) plays an essential role in various scientific fields. ML
streamlines renewable energy systems, boosting efficiency and production, as global …
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 …
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
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 …
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
The internetworking of grid-connected power electronics converters (PECs) in photovoltaic
(PV) farms has inevitably expanded the cyber-attack surfaces. This paper presents a …
(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
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 …
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
Modern power applications have grown leaps and bounds in various applications spanning
from domestic to commercial and industrial applications. The operation of these applications …
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
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) …
energy resources (RERs), contributing to the reduction of greenhouse gas (GHGs) …
Hybrid Fault-Tolerant and Attack-Resilient Cooperative Control in an Offshore Wind Farm
Modern wind farms promise increased capacity, sustainability, and efficiency through the
integration of information technology with the existing wind energy technologies. However …
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 …
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
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 …
increasingly built around the world, and especially in offshore regions. The reliability and …