Software-Defined Network-Based Proactive Routing Strategy in Smart Power Grids Using Graph Neural Network and Reinforcement Learning

Software-Defined Network-Based Proactive Routing Strategy in Smart Power Grids Using Graph Neural Network and Reinforcement Learning

Smart power grid relies on sensors and actuators to provide continuous monitoring and precise control functions. Two types of data and command packets are associated with such field devices, namely, periodic fixed scheduling (FS) and emergency-related event-driven (ED) packets, which require differe...

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Bibliographic Details
Main Authors: Md Aminul Islam, Muhammad Ismail, Rachad Atat, Osman Boyaci, Susmit Shannigrahi
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:
Smart power grid
Software-defined networking
Reinforcement learning
Traffic prediction
Graph neural network
Machine learning-based routing
Online Access:http://www.sciencedirect.com/science/article/pii/S2772671123000827

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http://www.sciencedirect.com/science/article/pii/S2772671123000827

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