Results 21 to 30 of about 7,034,137 (387)

Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids

open access: yesIEEE Transactions on Network and Service Management, 2021
Smart grids rely on SCADA (Supervisory Control and Data Acquisition) systems to monitor and control complex electrical networks in order to provide reliable energy to homes and industries.
D. Upadhyay   +3 more
semanticscholar   +1 more source

Power Grids as Complex Networks: Resilience and Reliability Analysis

open access: yesIEEE Access, 2021
Power grids are cyber-physical systems and can be modelled as network systems where individual units (generators, busbars and loads) are interconnected through physical and cyber links.
A. Amani, M. Jalili
semanticscholar   +1 more source

Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids [PDF]

open access: yesInternational Conference on Information and Knowledge Management, 2021
The application of graph neural networks (GNNs) to the domain of electrical power grids has high potential impact on smart grid monitoring. Even though there is a natural correspondence of power flow to message-passing in GNNs, their performance on power
Martin Ringsquandl   +6 more
semanticscholar   +1 more source

Three Lines of Defense for Wildfire Risk Management in Electric Power Grids: A Review

open access: yesIEEE Access, 2021
Wildfires pose a significant challenge to the natural and the built environments, as well as the safety and economic wellbeing of the communities residing in wildfire-prone areas.
A. Arab   +4 more
semanticscholar   +1 more source

Microsecond Enhanced Indirect Model Predictive Control for Dynamic Power Management in MMC Units

open access: yesEnergies, 2021
The multi-modular converter (MMC) technology is becoming the preferred option for the increased deployment of variable renewable energy sources (RES) into electrical power systems. MMC is known for its reliability and modularity.
Ajay Shetgaonkar   +3 more
doaj   +1 more source

A Framework for Robust Assessment of Power Grid Stability and Resiliency [PDF]

open access: yes, 2016
Security assessment of large-scale, strongly nonlinear power grids containing thousands to millions of interacting components is a computationally expensive task.
Turitsyn, Konstantin, Vu, Thanh Long
core   +1 more source

Multienergy Load Forecasting for Regional Integrated Energy Systems Considering Multienergy Coupling of Variation Characteristic Curves

open access: yesFrontiers in Energy Research, 2021
Multienergy load forecasting (MELF) is the premise of regional integrated energy systems (RIES) production planning and energy dispatch. The key of MELF is the consideration of multienergy coupling and the improvement of prediction accuracy. Therefore, a
Shouxiang Wang   +6 more
doaj   +1 more source

Network hierarchy evolution and system vulnerability in power grids [PDF]

open access: yes, 2016
(c) 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or ...
Han, Bei   +2 more
core   +2 more sources

Coordinated control of multiple converters in model-free AC/DC distribution networks based on reinforcement learning

open access: yesFrontiers in Energy Research, 2023
Taking into account the challenges of obtaining accurate physical parameters and uncertainties arising from the integration of a large number of sources and loads, this paper proposes a real-time voltage control method for AC/DC distribution networks ...
Qianyu Zhao   +7 more
doaj   +1 more source

Detection and Identification of Cyber and Physical Attacks on Distribution Power Grids with PVs: An Online High-Dimensional Data-driven Approach. [PDF]

open access: yesIEEE J Emerg Sel Top Power Electron, 2022
Cyber and physical attacks threaten the security of distribution power grids. The emerging renewable energy sources such as photovoltaics (PVs) introduce new potential vulnerabilities.
Li F   +7 more
europepmc   +2 more sources

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