Artificial intelligence techniques in smart grid: A survey
OA Omitaomu, H Niu - Smart Cities, 2021 - mdpi.com
The smart grid is enabling the collection of massive amounts of high-dimensional and multi-
type data about the electric power grid operations, by integrating advanced metering …
type data about the electric power grid operations, by integrating advanced metering …
Integrating artificial intelligence Internet of Things and 5G for next-generation smartgrid: A survey of trends challenges and prospect
Smartgrid is a paradigm that was introduced into the conventional electricity network to
enhance the way generation, transmission, and distribution networks interrelate. It involves …
enhance the way generation, transmission, and distribution networks interrelate. It involves …
[HTML][HTML] A comprehensive review on the role of artificial intelligence in power system stability, control, and protection: Insights and future directions
This review comprehensively examines the burgeoning field of intelligent techniques to
enhance power systems' stability, control, and protection. As global energy demands …
enhance power systems' stability, control, and protection. As global energy demands …
Review on interpretable machine learning in smart grid
In recent years, machine learning, especially deep learning, has developed rapidly and has
shown remarkable performance in many tasks of the smart grid field. The representation …
shown remarkable performance in many tasks of the smart grid field. The representation …
AI-Driven urban energy solutions—from individuals to society: a review
This paper provides a comprehensive review of solutions based on artificial intelligence (AI)
in the urban energy sector, with a focus on their applications and impacts. The study …
in the urban energy sector, with a focus on their applications and impacts. The study …
Impact of high PV penetration on the inter-area oscillations in the US eastern interconnection
This study explores the impact of high-photovoltaic (PV) penetration on the inter-area
oscillation modes of large-scale power grids. A series of dynamic models with various PV …
oscillation modes of large-scale power grids. A series of dynamic models with various PV …
Data-driven security and stability rule in high renewable penetrated power system operation
Power systems around the world are experiencing an energy revolution that substitutes
fossil fuels with renewable energy. Such a transition poses two significant challenges: highly …
fossil fuels with renewable energy. Such a transition poses two significant challenges: highly …
Using SHAP values and machine learning to understand trends in the transient stability limit
RI Hamilton, PN Papadopoulos - IEEE Transactions on Power …, 2023 - ieeexplore.ieee.org
Machine learning (ML) for transient stability assessment has gained traction due to the
significant increase in computational requirements as renewables connect to power …
significant increase in computational requirements as renewables connect to power …
[HTML][HTML] Universal workflow of artificial intelligence for energy saving
Artificial intelligence (AI) controls are commonly used to save energy. However, excessive
diversity in technological development has resulted in the inability to provide consistent …
diversity in technological development has resulted in the inability to provide consistent …
Applications of artificial intelligence in distribution power system operation
Due to the energy transition and the distribution of electricity generation, distribution power
systems gain a lot of attention as their importance increases and new challenges in …
systems gain a lot of attention as their importance increases and new challenges in …