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[HTML][HTML] Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities
Despite widespread adoption and outstanding performance, machine learning models are
considered as “black boxes”, since it is very difficult to understand how such models operate …
considered as “black boxes”, since it is very difficult to understand how such models operate …
[HTML][HTML] Smart grid evolution: Predictive control of distributed energy resources—A review
As the smart grid evolves, it requires increasing distributed intelligence, optimization and
control. Model predictive control (MPC) facilitates these functionalities for smart grid …
control. Model predictive control (MPC) facilitates these functionalities for smart grid …
Power electronics technology for large-scale renewable energy generation
Grid integration of renewable energy (REN) requires efficient and reliable power conversion
stages, particularly with an increasing demand for high controllability and flexibility seen …
stages, particularly with an increasing demand for high controllability and flexibility seen …
Latest advances of model predictive control in electrical drives—Part I: Basic concepts and advanced strategies
The application of model predictive control in electrical drives has been studied extensively
in the past decade. This article presents what the authors consider the most relevant …
in the past decade. This article presents what the authors consider the most relevant …
Power electronics: The enabling technology for renewable energy integration
The markedly increased integration of renewable energy in the power grid is of significance
in the transition to a sustainable energy future. The grid integration of renewables will be …
in the transition to a sustainable energy future. The grid integration of renewables will be …
Lifetime extension approach based on the Levenberg–Marquardt neural network and power routing of DC–DC converters
The power conversion system based on the modular connection has widespread
applications in various power electronic systems. To accurately estimate the state of health …
applications in various power electronic systems. To accurately estimate the state of health …
Overview of power converter control in microgrids—Challenges, advances, and future trends
As the electronic interfaces between distributed energy resources and the electrical network,
power converters play a vital role in voltage stabilization and power conversion. So far …
power converters play a vital role in voltage stabilization and power conversion. So far …
Optical neural networks: progress and challenges
Artificial intelligence has prevailed in all trades and professions due to the assistance of big
data resources, advanced algorithms, and high-performance electronic hardware. However …
data resources, advanced algorithms, and high-performance electronic hardware. However …
A review on application of artificial intelligence techniques in microgrids
A microgrid can be formed by the integration of different components such as loads,
renewable/conventional units, and energy storage systems in a local area. Microgrids with …
renewable/conventional units, and energy storage systems in a local area. Microgrids with …
Deep learning in smart grid technology: A review of recent advancements and future prospects
The current electric power system witnesses a significant transition into Smart Grids (SG) as
a promising landscape for high grid reliability and efficient energy management. This …
a promising landscape for high grid reliability and efficient energy management. This …